HTTP 200 OK
Allow: GET, POST, OPTIONS
Content-Type: application/json
Vary: Accept
{
"count": 7869,
"next": "https://metax.fairdata.fi/v3/datasets?format=api&limit=20&offset=4820",
"previous": "https://metax.fairdata.fi/v3/datasets?format=api&limit=20&offset=4780",
"results": [
{
"id": "1309a2f3-0a37-4d01-a5b3-99066990feee",
"access_rights": {
"id": "941a2eb8-4ba0-4315-ae92-2107722a7357",
"license": [
{
"id": "35b18e72-3819-4ec6-a1be-14624f29d968",
"url": "http://uri.suomi.fi/codelist/fairdata/license/code/CC-BY-4.0",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/license",
"pref_label": {
"en": "Creative Commons Attribution 4.0 International (CC BY 4.0)",
"fi": "Creative Commons Nimeä 4.0 Kansainvälinen (CC BY 4.0)"
}
}
],
"access_type": {
"id": "d01ac02c-fc70-4c68-9434-8383cb693ff0",
"url": "http://uri.suomi.fi/codelist/fairdata/access_type/code/open",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/access_type",
"pref_label": {
"en": "Open",
"fi": "Avoin"
}
},
"restriction_grounds": []
},
"actors": [
{
"id": "28cffc77-39d2-4831-ae93-70f4ad0ebad2",
"roles": [
"creator"
],
"person": {
"id": "3ee35d3a-ba12-4f8b-ad1b-ca490bc901de",
"name": "Song Yan"
},
"organization": {
"id": "ea83ea7b-4d44-4d0b-b4ac-a8df3f00ae20",
"pref_label": {
"en": "Tampere University",
"fi": "Tampereen yliopisto",
"sv": "Tammerfors universitet",
"und": "Tampereen yliopisto"
},
"url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10122",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
}
},
{
"id": "d1f15f79-41d6-4621-8b39-7cdcdf846d9e",
"roles": [
"creator"
],
"person": {
"id": "8167ce6b-4a03-4e1b-b735-ba8110f1732a",
"name": "Joni-Kristian Kämäräinen"
},
"organization": {
"id": "ea83ea7b-4d44-4d0b-b4ac-a8df3f00ae20",
"pref_label": {
"en": "Tampere University",
"fi": "Tampereen yliopisto",
"sv": "Tammerfors universitet",
"und": "Tampereen yliopisto"
},
"url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10122",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
}
},
{
"id": "6e9652fd-da21-427e-9ede-ad3aacebadc2",
"roles": [
"creator"
],
"person": {
"id": "5a36c28f-f4ca-4390-926b-58f31ddc4b0d",
"name": "Johan Wirta"
},
"organization": {
"id": "eb777dd3-4806-4b43-9fe3-d36b2260ab48",
"pref_label": {
"en": "Unknown organization",
"fi": "Tuntematon organisaatio"
}
}
},
{
"id": "8386c6bd-6895-4a70-82df-f7dab3492c1d",
"roles": [
"publisher"
],
"organization": {
"id": "a75cb740-37ba-4f1c-a5ed-f759a48c8d61",
"pref_label": {
"en": "Zenodo"
}
}
}
],
"cumulative_state": 0,
"data_catalog": "urn:nbn:fi:att:data-catalog-tuni",
"description": {
"en": "Cite this article Yan, S., Wirta, J. & Kämäräinen, J. Anthropometric clothing measurements from 3D body scans. Machine Vision and Applications 31, 7 (2020). https://doi.org/10.1007/s00138-019-01054-4 For details, see Anthropometric clothing measurements from 3D body scans The scans are provided by NOMO Technologies (https://nomo3d.com/) Ltd, Finland. We scanned 194 male and 181 female subjects, and the proposed pipeline provides mean absolute errors from 2.5 to 16.0 mm depending on the anthropometric measurement. This database is only used for scientific purpose. Companies need to contact NOMO Technologies for commercial purpose. ----------------------------------- The database can be freely donwloaded and used for scientific research purposes. You are not allowed redistribute or modify it. Proper citing of this resource is expected if the database is used in research or other reporting. The database is meant to be useful, but it is distributed WITHOUT ANY WARRANTY, and without even the implied warranty of MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. Inclusion of this database or even parts of it in a proprietary program is not allowed without a written permission from the owners of the copyright. If you wish to obtain such a permission, you should contact: Sizey Ltd Company ID: 2642975-3 Company address: Metsänneidonkuja 6, 02130 Espoo Finland Contact e-mail: sizey (at) sizey.ai OR: Song Yan, song.yan at tuni.fi Joni-Kristian Kämäräinen, joni.kamarainen at tuni.fi Johan Wirta, johan.wirta at nomo3d.com"
},
"field_of_science": [
{
"id": "33d291b9-9b23-4192-b878-cffc210af1d3",
"url": "http://www.yso.fi/onto/okm-tieteenala/ta113",
"in_scheme": "http://www.yso.fi/onto/okm-tieteenala/conceptscheme",
"pref_label": {
"en": "Computer and information sciences",
"fi": "Tietojenkäsittely ja informaatiotieteet",
"sv": "Data- och informationsvetenskap"
}
}
],
"infrastructure": [],
"issued": "2020-01-22",
"keyword": [
"Computer and information sciences"
],
"language": [
{
"id": "ec748146-3403-4a7f-adfe-bdbb1b889372",
"url": "http://lexvo.org/id/iso639-3/eng",
"in_scheme": "http://lexvo.org/id/",
"pref_label": {
"en": "English",
"fi": "englanti",
"sv": "engelska"
}
}
],
"metadata_owner": {
"id": "eb8aa44e-e16b-4c6c-ae4d-b9be524b58ed",
"organization": "service_tuni"
},
"other_identifiers": [
{
"notation": "7314db8f-31aa-4e6d-bd98-032fe1c68b5e",
"metax_ids": []
}
],
"persistent_identifier": "doi:10.5281/zenodo.3735905",
"pid_generated_by_fairdata": false,
"projects": [],
"provenance": [],
"relation": [],
"remote_resources": [],
"spatial": [],
"state": "published",
"temporal": [],
"theme": [],
"title": {
"en": "NOMO-3d-400-scans Dataset"
},
"created": "2025-01-28T16:39:54Z",
"modified": "2025-05-12T01:29:32Z",
"dataset_versions": [
{
"id": "1309a2f3-0a37-4d01-a5b3-99066990feee",
"title": {
"en": "NOMO-3d-400-scans Dataset"
},
"persistent_identifier": "doi:10.5281/zenodo.3735905",
"state": "published",
"created": "2025-01-28T16:39:54Z",
"version": 1
}
],
"published_revision": 3,
"version": 1,
"api_version": 3,
"metadata_repository": "Fairdata"
},
{
"id": "32a4268d-50e9-462b-8ebe-0381224e7ff9",
"access_rights": {
"id": "5753ade8-876c-4749-adcd-85ced8b13d95",
"license": [
{
"id": "35b18e72-3819-4ec6-a1be-14624f29d968",
"url": "http://uri.suomi.fi/codelist/fairdata/license/code/CC-BY-4.0",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/license",
"pref_label": {
"en": "Creative Commons Attribution 4.0 International (CC BY 4.0)",
"fi": "Creative Commons Nimeä 4.0 Kansainvälinen (CC BY 4.0)"
}
}
],
"access_type": {
"id": "d01ac02c-fc70-4c68-9434-8383cb693ff0",
"url": "http://uri.suomi.fi/codelist/fairdata/access_type/code/open",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/access_type",
"pref_label": {
"en": "Open",
"fi": "Avoin"
}
},
"restriction_grounds": []
},
"actors": [
{
"id": "52c8bfc3-f519-4926-9ea9-a32ff68c8e57",
"roles": [
"creator"
],
"person": {
"id": "24ddd355-aa8c-470e-b324-f24b64a2e0eb",
"name": "Stylianos Ioannis Mimilakis"
},
"organization": {
"id": "8d4fc5d8-8be9-466f-aefe-81cbf41f93c1",
"pref_label": {
"en": "Unknown organization",
"fi": "Tuntematon organisaatio"
}
}
},
{
"id": "49d9012a-a38a-4784-85eb-9a352327668a",
"roles": [
"creator"
],
"person": {
"id": "7f94aa05-cccb-428c-bc20-4a51b7d07da8",
"name": "Konstantinos Drossos"
},
"organization": {
"id": "ea83ea7b-4d44-4d0b-b4ac-a8df3f00ae20",
"pref_label": {
"en": "Tampere University",
"fi": "Tampereen yliopisto",
"sv": "Tammerfors universitet",
"und": "Tampereen yliopisto"
},
"url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10122",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
}
},
{
"id": "d0733073-f6f8-4a48-8a73-a5600403b996",
"roles": [
"creator"
],
"person": {
"id": "418bd504-0053-4283-98d8-94a3fd1a519f",
"name": "Gerald Schuller"
},
"organization": {
"id": "8d4fc5d8-8be9-466f-aefe-81cbf41f93c1",
"pref_label": {
"en": "Unknown organization",
"fi": "Tuntematon organisaatio"
}
}
},
{
"id": "a5b73377-c30f-4e1a-9001-a3de351b8b9f",
"roles": [
"publisher"
],
"organization": {
"id": "95986b8d-659f-423f-a5a2-4d92d1fee164",
"pref_label": {
"en": "Zenodo"
}
}
}
],
"cumulative_state": 0,
"data_catalog": "urn:nbn:fi:att:data-catalog-tuni",
"description": {
"en": "Support material for the manuscript entitled: \"Unsupervised Interpretable Representation Learning for Singing Voice Separation\". It contains binary files of the optimized and best performing models described in the corresponding manuscript. The attached file is to be used alongside the provided source code: https://github.com/Js-Mim/rl_singing_voice ."
},
"field_of_science": [
{
"id": "33d291b9-9b23-4192-b878-cffc210af1d3",
"url": "http://www.yso.fi/onto/okm-tieteenala/ta113",
"in_scheme": "http://www.yso.fi/onto/okm-tieteenala/conceptscheme",
"pref_label": {
"en": "Computer and information sciences",
"fi": "Tietojenkäsittely ja informaatiotieteet",
"sv": "Data- och informationsvetenskap"
}
}
],
"infrastructure": [],
"issued": "2020-03-03",
"keyword": [
"Computer and information sciences"
],
"language": [
{
"id": "ec748146-3403-4a7f-adfe-bdbb1b889372",
"url": "http://lexvo.org/id/iso639-3/eng",
"in_scheme": "http://lexvo.org/id/",
"pref_label": {
"en": "English",
"fi": "englanti",
"sv": "engelska"
}
}
],
"metadata_owner": {
"id": "eb8aa44e-e16b-4c6c-ae4d-b9be524b58ed",
"organization": "service_tuni"
},
"other_identifiers": [
{
"notation": "e25c18fe-666d-4124-95cf-6e59ffce171c",
"metax_ids": []
}
],
"persistent_identifier": "doi:10.5281/zenodo.4607439",
"pid_generated_by_fairdata": false,
"projects": [],
"provenance": [],
"relation": [],
"remote_resources": [],
"spatial": [],
"state": "published",
"temporal": [],
"theme": [],
"title": {
"en": "Support Material: Unsupervised Interpretable Representation Learningfor Singing Voice Separation"
},
"created": "2025-01-28T16:58:35Z",
"modified": "2025-05-12T01:29:26Z",
"dataset_versions": [
{
"id": "32a4268d-50e9-462b-8ebe-0381224e7ff9",
"title": {
"en": "Support Material: Unsupervised Interpretable Representation Learningfor Singing Voice Separation"
},
"persistent_identifier": "doi:10.5281/zenodo.4607439",
"state": "published",
"created": "2025-01-28T16:58:35Z",
"version": 1
}
],
"published_revision": 3,
"version": 1,
"api_version": 3,
"metadata_repository": "Fairdata"
},
{
"id": "57738918-ae53-42b4-ac37-5b4905e22068",
"access_rights": {
"id": "31825dac-fc7f-4d12-92c2-a43ddf3ea19a",
"license": [
{
"id": "35b18e72-3819-4ec6-a1be-14624f29d968",
"url": "http://uri.suomi.fi/codelist/fairdata/license/code/CC-BY-4.0",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/license",
"pref_label": {
"en": "Creative Commons Attribution 4.0 International (CC BY 4.0)",
"fi": "Creative Commons Nimeä 4.0 Kansainvälinen (CC BY 4.0)"
}
}
],
"access_type": {
"id": "d01ac02c-fc70-4c68-9434-8383cb693ff0",
"url": "http://uri.suomi.fi/codelist/fairdata/access_type/code/open",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/access_type",
"pref_label": {
"en": "Open",
"fi": "Avoin"
}
},
"restriction_grounds": []
},
"actors": [
{
"id": "2db30f53-9d1b-425e-b353-8e5bc5f05377",
"roles": [
"creator"
],
"person": {
"id": "cfeecfca-54b9-454a-a5d9-08def0c70ca7",
"name": "Sampsa Pursiainen"
},
"organization": {
"id": "ea83ea7b-4d44-4d0b-b4ac-a8df3f00ae20",
"pref_label": {
"en": "Tampere University",
"fi": "Tampereen yliopisto",
"sv": "Tammerfors universitet",
"und": "Tampereen yliopisto"
},
"url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10122",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
}
},
{
"id": "c2f929a3-8e06-47a4-a694-7e511b4c551b",
"roles": [
"creator"
],
"person": {
"id": "c2e99a36-190a-45e4-9544-1e0d1fab1c83",
"name": "Noora Simonen"
},
"organization": {
"id": "9e389c6a-50c6-47ea-9536-c51ebc11bcff",
"pref_label": {
"en": "Unknown organization",
"fi": "Tuntematon organisaatio"
}
}
},
{
"id": "4751e2f7-8a9b-457a-a598-76f7486f129d",
"roles": [
"creator"
],
"person": {
"id": "8e5b9910-823e-46d5-b30e-07ba8dcec988",
"name": "Mika Takala"
},
"organization": {
"id": "ea83ea7b-4d44-4d0b-b4ac-a8df3f00ae20",
"pref_label": {
"en": "Tampere University",
"fi": "Tampereen yliopisto",
"sv": "Tammerfors universitet",
"und": "Tampereen yliopisto"
},
"url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10122",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
}
},
{
"id": "96e0369c-edcb-4847-8068-b1e19107fdeb",
"roles": [
"publisher"
],
"organization": {
"id": "0b18a091-24e5-4599-a8ce-54bc48ebe50c",
"pref_label": {
"en": "Zenodo"
}
}
}
],
"cumulative_state": 0,
"data_catalog": "urn:nbn:fi:att:data-catalog-tuni",
"description": {
"en": "Experimental sparse vibrometer data for validating inversion methods. Instructions: Extract the data zip file (for object 1 or 2) and copy the matlab scripts to a folder in the computer's local file system. Read the documentation to learn how to use the scripts."
},
"field_of_science": [
{
"id": "33d291b9-9b23-4192-b878-cffc210af1d3",
"url": "http://www.yso.fi/onto/okm-tieteenala/ta113",
"in_scheme": "http://www.yso.fi/onto/okm-tieteenala/conceptscheme",
"pref_label": {
"en": "Computer and information sciences",
"fi": "Tietojenkäsittely ja informaatiotieteet",
"sv": "Data- och informationsvetenskap"
}
}
],
"infrastructure": [],
"issued": "2020-05-22",
"keyword": [
"Computer and information sciences"
],
"language": [
{
"id": "ec748146-3403-4a7f-adfe-bdbb1b889372",
"url": "http://lexvo.org/id/iso639-3/eng",
"in_scheme": "http://lexvo.org/id/",
"pref_label": {
"en": "English",
"fi": "englanti",
"sv": "engelska"
}
}
],
"metadata_owner": {
"id": "eb8aa44e-e16b-4c6c-ae4d-b9be524b58ed",
"organization": "service_tuni"
},
"other_identifiers": [
{
"notation": "652734bd-6d47-4f1a-9c47-c77c0489fa2a",
"metax_ids": []
}
],
"persistent_identifier": "doi:10.5281/zenodo.3838993",
"pid_generated_by_fairdata": false,
"projects": [],
"provenance": [],
"relation": [],
"remote_resources": [],
"spatial": [],
"state": "published",
"temporal": [],
"theme": [],
"title": {
"en": "Sparse Vibrometer Data for Inverse Imaging"
},
"created": "2025-01-28T16:38:08Z",
"modified": "2025-05-12T01:29:20Z",
"dataset_versions": [
{
"id": "57738918-ae53-42b4-ac37-5b4905e22068",
"title": {
"en": "Sparse Vibrometer Data for Inverse Imaging"
},
"persistent_identifier": "doi:10.5281/zenodo.3838993",
"state": "published",
"created": "2025-01-28T16:38:08Z",
"version": 1
}
],
"published_revision": 3,
"version": 1,
"api_version": 3,
"metadata_repository": "Fairdata"
},
{
"id": "f489515b-372d-4b05-b128-12c975c934ee",
"access_rights": {
"id": "4361e655-ebe5-4491-ac4e-9aa4b99f081b",
"license": [
{
"id": "35b18e72-3819-4ec6-a1be-14624f29d968",
"url": "http://uri.suomi.fi/codelist/fairdata/license/code/CC-BY-4.0",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/license",
"pref_label": {
"en": "Creative Commons Attribution 4.0 International (CC BY 4.0)",
"fi": "Creative Commons Nimeä 4.0 Kansainvälinen (CC BY 4.0)"
}
}
],
"access_type": {
"id": "d01ac02c-fc70-4c68-9434-8383cb693ff0",
"url": "http://uri.suomi.fi/codelist/fairdata/access_type/code/open",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/access_type",
"pref_label": {
"en": "Open",
"fi": "Avoin"
}
},
"restriction_grounds": []
},
"actors": [
{
"id": "f74affdc-8bf0-4d0e-bdea-cf01f7fe0b03",
"roles": [
"creator"
],
"person": {
"id": "34d38e80-f853-47d6-b6cd-bbdb070abcb5",
"name": "Islam Tanash"
},
"organization": {
"id": "ea83ea7b-4d44-4d0b-b4ac-a8df3f00ae20",
"pref_label": {
"en": "Tampere University",
"fi": "Tampereen yliopisto",
"sv": "Tammerfors universitet",
"und": "Tampereen yliopisto"
},
"url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10122",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
}
},
{
"id": "694875c2-e002-4453-92d2-48a23d3a1006",
"roles": [
"creator"
],
"person": {
"id": "44583c79-3160-447a-880c-feedb9a01011",
"name": "Taneli Riihonen"
},
"organization": {
"id": "ea83ea7b-4d44-4d0b-b4ac-a8df3f00ae20",
"pref_label": {
"en": "Tampere University",
"fi": "Tampereen yliopisto",
"sv": "Tammerfors universitet",
"und": "Tampereen yliopisto"
},
"url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10122",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
}
},
{
"id": "e444d3a2-bd97-46e1-9d41-6d63b71c09fb",
"roles": [
"publisher"
],
"organization": {
"id": "915193f0-81a4-42bd-9fdd-bfc1b16dec75",
"pref_label": {
"en": "Zenodo"
}
}
}
],
"cumulative_state": 0,
"data_catalog": "urn:nbn:fi:att:data-catalog-tuni",
"description": {
"en": "This is a supplementary dataset for the publication: I. M. Tanash and T. Riihonen, \"Global Minimax Approximations and Bounds for the Gaussian Q-Function by Sums of Exponentials,\" in IEEE Transactions on Communications, vol. 68, no. 10, pp. 6514-6524, Oct. 2020, doi: 10.1109/TCOMM.2020.3006902. The dataset contains the sets of the optimized coefficients for the novel minimax approximations and bounds of the Gaussian Q-function, its first four integer powers and for the case of average symbol error probability (SEP) in optimal detection of 4-QAM that is actually a polynomial of the Q-function. The proposed approximations and bounds have the form of a weighted sum of exponential functions. The corresponding optimized coefficients are found up to twenty-five exponential terms with the right boundary of the finite interval on the x-axis (x_K+1) ranging from 1 to 10 in steps of 0.1 for the relative error. The Matlab function (func_extract_coef.m) extracts the required set of optimal coefficients from the provided dataset according to the selected error type, variation, number of terms and the right end-point in case of relative error. See help func_extract_coef for more information. A Matlab script (Example.m) is also provided as an example to illustrate the use of the provided Matlab function in extracting the required coefficients from the dataset, to calculate and plot the corresponding relative error which is shown by figure Example.jpg."
},
"field_of_science": [
{
"id": "5b789f2f-f545-497c-8354-c21a6718c723",
"url": "http://www.yso.fi/onto/okm-tieteenala/ta213",
"in_scheme": "http://www.yso.fi/onto/okm-tieteenala/conceptscheme",
"pref_label": {
"en": "Electronic, automation and communications engineering, electronics",
"fi": "Sähkö-, automaatio- ja tietoliikennetekniikka, elektroniikka",
"sv": "El-, automations- och telekommunikationsteknik, elektronik"
}
}
],
"infrastructure": [],
"issued": "2020-07-03",
"keyword": [
"Electronic automation and communications engineering electronics"
],
"language": [
{
"id": "ec748146-3403-4a7f-adfe-bdbb1b889372",
"url": "http://lexvo.org/id/iso639-3/eng",
"in_scheme": "http://lexvo.org/id/",
"pref_label": {
"en": "English",
"fi": "englanti",
"sv": "engelska"
}
}
],
"metadata_owner": {
"id": "eb8aa44e-e16b-4c6c-ae4d-b9be524b58ed",
"organization": "service_tuni"
},
"other_identifiers": [
{
"notation": "9540e785-4c08-4708-8e61-fced267d5271",
"metax_ids": []
}
],
"persistent_identifier": "doi:10.5281/zenodo.4112978",
"pid_generated_by_fairdata": false,
"projects": [],
"provenance": [],
"relation": [],
"remote_resources": [],
"spatial": [],
"state": "published",
"temporal": [],
"theme": [],
"title": {
"en": "Coefficients for Global Minimax Approximations and Bounds for the Gaussian Q-Function by Sums of Exponentials"
},
"created": "2025-01-28T16:46:05Z",
"modified": "2025-05-12T01:29:14Z",
"dataset_versions": [
{
"id": "f489515b-372d-4b05-b128-12c975c934ee",
"title": {
"en": "Coefficients for Global Minimax Approximations and Bounds for the Gaussian Q-Function by Sums of Exponentials"
},
"persistent_identifier": "doi:10.5281/zenodo.4112978",
"state": "published",
"created": "2025-01-28T16:46:05Z",
"version": 1
}
],
"published_revision": 3,
"version": 1,
"api_version": 3,
"metadata_repository": "Fairdata"
},
{
"id": "f162df19-1df3-4a50-bbd9-8d750bc055cd",
"access_rights": {
"id": "e90f3be1-a394-467f-a03b-4e9de36b58cc",
"license": [
{
"id": "35b18e72-3819-4ec6-a1be-14624f29d968",
"url": "http://uri.suomi.fi/codelist/fairdata/license/code/CC-BY-4.0",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/license",
"pref_label": {
"en": "Creative Commons Attribution 4.0 International (CC BY 4.0)",
"fi": "Creative Commons Nimeä 4.0 Kansainvälinen (CC BY 4.0)"
}
}
],
"access_type": {
"id": "d01ac02c-fc70-4c68-9434-8383cb693ff0",
"url": "http://uri.suomi.fi/codelist/fairdata/access_type/code/open",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/access_type",
"pref_label": {
"en": "Open",
"fi": "Avoin"
}
},
"restriction_grounds": []
},
"actors": [
{
"id": "d64a42dd-7856-4c2e-bbf7-1dd7db60c098",
"roles": [
"creator"
],
"person": {
"id": "844faab0-b2c2-4e4b-8c14-c8334eec579d",
"name": "Song Yan"
},
"organization": {
"id": "ea83ea7b-4d44-4d0b-b4ac-a8df3f00ae20",
"pref_label": {
"en": "Tampere University",
"fi": "Tampereen yliopisto",
"sv": "Tammerfors universitet",
"und": "Tampereen yliopisto"
},
"url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10122",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
}
},
{
"id": "c189e139-3bb2-4e8b-9eae-99d918f74f43",
"roles": [
"creator"
],
"person": {
"id": "60f2233c-b6ce-425e-b588-1b865e0548e8",
"name": "Johan Wirta"
},
"organization": {
"id": "5132c531-b5e6-42e3-b18e-9c4a6799826e",
"pref_label": {
"en": "Unknown organization",
"fi": "Tuntematon organisaatio"
}
}
},
{
"id": "f4fca660-c41d-4f96-9342-889fd6f8bb2a",
"roles": [
"creator"
],
"person": {
"id": "54dff587-df99-4d1e-b11f-df904cdd9c89",
"name": "Joni-Kristian Kämäräinen"
},
"organization": {
"id": "ea83ea7b-4d44-4d0b-b4ac-a8df3f00ae20",
"pref_label": {
"en": "Tampere University",
"fi": "Tampereen yliopisto",
"sv": "Tammerfors universitet",
"und": "Tampereen yliopisto"
},
"url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10122",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
}
},
{
"id": "9c2405c5-41bd-4389-80b4-76e0de872447",
"roles": [
"publisher"
],
"organization": {
"id": "c4e91300-562b-4166-8a2c-4ef074ec3ee8",
"pref_label": {
"en": "Zenodo"
}
}
}
],
"cumulative_state": 0,
"data_catalog": "urn:nbn:fi:att:data-catalog-tuni",
"description": {
"en": "For details, see Silhouette Body Measurement Benchmarks (ICPR2020). Cite this article S. Yan, J. Wirta and J. -K. Kämäräinen, \"Silhouette Body Measurement Benchmarks,\" 2020 25th International Conference on Pattern Recognition (ICPR), 2021, pp. 7804-7809, doi: 10.1109/ICPR48806.2021.9412708. or @INPROCEEDINGS{yansilh,\r\n author={Yan, Song and Wirta, Johan and Kämäräinen, Joni-Kristian},\r\n booktitle={2020 25th International Conference on Pattern Recognition (ICPR)}, \r\n title={Silhouette Body Measurement Benchmarks}, \r\n year={2021},\r\n volume={},\r\n number={},\r\n pages={7804-7809},\r\n doi={10.1109/ICPR48806.2021.9412708}}\r\n We did not upload the real scan data here, because of the privacy protection for NOMO custormers, please contact the authors to access the dataset. BUT we uploaded the fits of the scans : caesar6449v_nicp_fits.zip : fits of the CAESAR mean body shape, 6449 vertices, using NICP, the same topology as \"Building statistical shape spaces for 3d human modeling\" smpl6890v_nicp_fits.zip : fits of the SMPL template, 6890 vertices, using NICP smpl6890v_lbfgsb_fits.zip : fits of the SMPL template, 6890 vertices, using LBFGSB algorithm rendered_rgb.zip : rendered RGB images with SMPL fits, using SURREAL algorithm, with random RGB background images, random noisy background images, and silhouettes. smpl_lbfgsb_params.zip : parameters of SMPL LBFGSB fits, can be used for initial meshes for NICP bodymeasurement_mat.zip : body measurements from a tailor, the tailor did the measurement on the customer body, so there may be differences between scans and real body. For body measurements, if needed, you can define the measurement paths by yourself. The scans are collected by NOMO Technologies (https://nomo3d.com/) Ltd, Finland. We scanned 1474 male and 2675 female 3D body scans (BODY-fit), and captured a realistic RGB dataset (BODY-rgb) of 86 male and 108 female subjects and manually tape measured ground truth. This database is only used for scientific purpose. Companies need to contact NOMO Technologies for commercial purpose. ----------------------------------- The database can be freely donwloaded and used for scientific research purposes. You are not allowed redistribute or modify it. Proper citing of this resource is expected if the database is used in research or other reporting. The database is meant to be useful, but it is distributed WITHOUT ANY WARRANTY, and without even the implied warranty of MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. Inclusion of this database or even parts of it in a proprietary program is not allowed without a written permission from the owners of the copyright. If you wish to obtain such a permission, you should contact: Sizey Ltd Company ID: 2642975-3 Company address: Metsänneidonkuja 6, 02130 Espoo Finland Contact e-mail: sizey (at) sizey.ai OR: Song Yan, song.yan at tuni.fi Joni-Kristian Kämäräinen, joni.kamarainen at tuni.fi Johan Wirta, johan.wirta at nomo3d.com"
},
"field_of_science": [
{
"id": "33d291b9-9b23-4192-b878-cffc210af1d3",
"url": "http://www.yso.fi/onto/okm-tieteenala/ta113",
"in_scheme": "http://www.yso.fi/onto/okm-tieteenala/conceptscheme",
"pref_label": {
"en": "Computer and information sciences",
"fi": "Tietojenkäsittely ja informaatiotieteet",
"sv": "Data- och informationsvetenskap"
}
},
{
"id": "5b789f2f-f545-497c-8354-c21a6718c723",
"url": "http://www.yso.fi/onto/okm-tieteenala/ta213",
"in_scheme": "http://www.yso.fi/onto/okm-tieteenala/conceptscheme",
"pref_label": {
"en": "Electronic, automation and communications engineering, electronics",
"fi": "Sähkö-, automaatio- ja tietoliikennetekniikka, elektroniikka",
"sv": "El-, automations- och telekommunikationsteknik, elektronik"
}
}
],
"infrastructure": [],
"issued": "2020-10-16",
"keyword": [
"Computer and information sciences",
"Electronic automation and communications engineering electronics"
],
"language": [
{
"id": "ec748146-3403-4a7f-adfe-bdbb1b889372",
"url": "http://lexvo.org/id/iso639-3/eng",
"in_scheme": "http://lexvo.org/id/",
"pref_label": {
"en": "English",
"fi": "englanti",
"sv": "engelska"
}
}
],
"metadata_owner": {
"id": "eb8aa44e-e16b-4c6c-ae4d-b9be524b58ed",
"organization": "service_tuni"
},
"other_identifiers": [
{
"notation": "441065ff-d587-4024-9f8c-a0793a11429f",
"metax_ids": []
}
],
"persistent_identifier": "doi:10.5281/zenodo.5172126",
"pid_generated_by_fairdata": false,
"projects": [],
"provenance": [],
"relation": [],
"remote_resources": [],
"spatial": [],
"state": "published",
"temporal": [],
"theme": [],
"title": {
"en": "Body-fit and Body-rgb (NOMO-3d-4K-scans)"
},
"created": "2025-01-28T16:32:09Z",
"modified": "2025-05-12T01:29:09Z",
"dataset_versions": [
{
"id": "f162df19-1df3-4a50-bbd9-8d750bc055cd",
"title": {
"en": "Body-fit and Body-rgb (NOMO-3d-4K-scans)"
},
"persistent_identifier": "doi:10.5281/zenodo.5172126",
"state": "published",
"created": "2025-01-28T16:32:09Z",
"version": 1
}
],
"published_revision": 3,
"version": 1,
"api_version": 3,
"metadata_repository": "Fairdata"
},
{
"id": "8b57e782-7f9e-42f5-9ef5-75f517a8797b",
"access_rights": {
"id": "32602112-47f5-4a17-ba4d-0aecd1e34dd2",
"license": [
{
"id": "35b18e72-3819-4ec6-a1be-14624f29d968",
"url": "http://uri.suomi.fi/codelist/fairdata/license/code/CC-BY-4.0",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/license",
"pref_label": {
"en": "Creative Commons Attribution 4.0 International (CC BY 4.0)",
"fi": "Creative Commons Nimeä 4.0 Kansainvälinen (CC BY 4.0)"
}
}
],
"access_type": {
"id": "d01ac02c-fc70-4c68-9434-8383cb693ff0",
"url": "http://uri.suomi.fi/codelist/fairdata/access_type/code/open",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/access_type",
"pref_label": {
"en": "Open",
"fi": "Avoin"
}
},
"restriction_grounds": []
},
"actors": [
{
"id": "b0892551-9b5f-418e-bdd3-05945624d3fd",
"roles": [
"creator"
],
"person": {
"id": "d8d23f0c-9844-44ab-9073-47bc05bc45c1",
"name": "Janne Solanpää"
},
"organization": {
"id": "ea83ea7b-4d44-4d0b-b4ac-a8df3f00ae20",
"pref_label": {
"en": "Tampere University",
"fi": "Tampereen yliopisto",
"sv": "Tammerfors universitet",
"und": "Tampereen yliopisto"
},
"url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10122",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
}
},
{
"id": "e81f4683-82c6-4f33-8d76-5a210c44af27",
"roles": [
"publisher"
],
"organization": {
"id": "7a96c58c-fcb0-41e6-adcb-95ab4fb13d02",
"pref_label": {
"en": "Zenodo"
}
}
}
],
"cumulative_state": 0,
"data_catalog": "urn:nbn:fi:att:data-catalog-tuni",
"description": {
"en": "This dataset contains the time-dependent effective reproduction number Rt of the COVID-19 epidemic in Finland for the period Feb 27th 2020 - August 14th 2020. The reproduction number was estimated using the daily new coronavirus cases in the infectious diseases registry of Finland with an unscented RTS smoother and the SEIR epidemic model. The SEIR model was defined as \\(S(t+1) = S(t) - \\frac{R_t(t)}{T_i} I(t) \\frac{S(t)}{N} + \\omega_{S}\\\\ E(t+1) = E(t) + \\frac{R_t(t)}{T_i} I(t) \\frac{S(t)}{N} - \\frac{E(t)}{T_e} + \\omega_{E}\\\\ I(t+1) = I(t) + \\frac{E(t)}{T_e}-\\frac{I(t)}{T_i} + \\omega_{I} \\\\ R_t(t+1) = R_t(t) + \\omega_{R_t}\\) with S, E, and I being the susceptible, exposed, and infective populations, Rt the time-dependent effective reproduction number, and ωs are normally distributed random numbers with zero mean and small (1e-8) variance except for ωRt whose variance was set to 0.00025. The exposed state duration was set to Te=3 days and infective state duration Ti=5 days. The measurement model (from the SEIR state to observed daily new cases) was defined as \\(P_\\text{new cases}(k) \\propto \\mathcal{N}\\left[ \\alpha \\frac{R_t(t-5 days)}{T_i}I(t-5\\text{days}) \\frac{S(t-5\\text{days})}{N}, \\sigma_\\text{new cases}^2(t) \\right]\\), i.e., via a time-delayed gaussian process whose variance was computed by the observed daily new cases with a 7-day rolling mean. Here the detection rate α is set to 10%, but has no significant affect on the computed R-values. The data is a CSV-format file with the columns date = ISO 8601 date string Rt = maximum a posteriori estimate of Rt Rt_lower50 = lower limit of the 50% credible interval for Rt Rt_upper50 = upper limit of the 50% credible interval for Rt Rt_lower90 = lower limit of the 90% credible interval for Rt Rt_upper90 = upper limit of the 90% credible interval for Rt"
},
"field_of_science": [
{
"id": "7e12a692-26de-4e3c-b28c-64f8a32ef40a",
"url": "http://www.yso.fi/onto/okm-tieteenala/ta114",
"in_scheme": "http://www.yso.fi/onto/okm-tieteenala/conceptscheme",
"pref_label": {
"en": "Physical sciences",
"fi": "Fysiikka",
"sv": "Fysik"
}
}
],
"infrastructure": [],
"issued": "2020-09-03",
"keyword": [
"Physical sciences"
],
"language": [
{
"id": "ec748146-3403-4a7f-adfe-bdbb1b889372",
"url": "http://lexvo.org/id/iso639-3/eng",
"in_scheme": "http://lexvo.org/id/",
"pref_label": {
"en": "English",
"fi": "englanti",
"sv": "engelska"
}
}
],
"metadata_owner": {
"id": "eb8aa44e-e16b-4c6c-ae4d-b9be524b58ed",
"organization": "service_tuni"
},
"other_identifiers": [
{
"notation": "f07105fb-7880-4363-b34d-970f557938f4",
"metax_ids": []
}
],
"persistent_identifier": "doi:10.5281/zenodo.4013847",
"pid_generated_by_fairdata": false,
"projects": [],
"provenance": [],
"relation": [],
"remote_resources": [],
"spatial": [],
"state": "published",
"temporal": [],
"theme": [],
"title": {
"en": "Finland COVID-19 R-value estimate March - August"
},
"created": "2025-01-28T17:01:04Z",
"modified": "2025-05-12T01:29:03Z",
"dataset_versions": [
{
"id": "8b57e782-7f9e-42f5-9ef5-75f517a8797b",
"title": {
"en": "Finland COVID-19 R-value estimate March - August"
},
"persistent_identifier": "doi:10.5281/zenodo.4013847",
"state": "published",
"created": "2025-01-28T17:01:04Z",
"version": 1
}
],
"published_revision": 3,
"version": 1,
"api_version": 3,
"metadata_repository": "Fairdata"
},
{
"id": "a9c657ce-c7dc-4a46-976e-09fbcaafaba7",
"access_rights": {
"id": "63eb034f-9e8c-41fa-95d8-99fa80031daf",
"license": [
{
"id": "6142d0c6-945d-4085-b9f7-81e52afa253b",
"url": "http://uri.suomi.fi/codelist/fairdata/license/code/other",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/license",
"pref_label": {
"en": "Other",
"fi": "Muu"
}
}
],
"access_type": {
"id": "d01ac02c-fc70-4c68-9434-8383cb693ff0",
"url": "http://uri.suomi.fi/codelist/fairdata/access_type/code/open",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/access_type",
"pref_label": {
"en": "Open",
"fi": "Avoin"
}
},
"restriction_grounds": []
},
"actors": [
{
"id": "1b513bc0-c443-489f-be9e-27d77982bcfa",
"roles": [
"contributor"
],
"person": {
"id": "266b5eb3-4b9a-4fac-961d-759f83172118",
"name": "Igor Shevkunov"
},
"organization": {
"id": "ea83ea7b-4d44-4d0b-b4ac-a8df3f00ae20",
"pref_label": {
"en": "Tampere University",
"fi": "Tampereen yliopisto",
"sv": "Tammerfors universitet",
"und": "Tampereen yliopisto"
},
"url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10122",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
}
},
{
"id": "5bcac29f-5a35-4f1a-abed-533256e366c7",
"roles": [
"creator"
],
"person": {
"id": "15366b11-d866-49d4-8ff0-f57b7cf23677",
"name": "Vladimir Katkovnik"
},
"organization": {
"id": "ea83ea7b-4d44-4d0b-b4ac-a8df3f00ae20",
"pref_label": {
"en": "Tampere University",
"fi": "Tampereen yliopisto",
"sv": "Tammerfors universitet",
"und": "Tampereen yliopisto"
},
"url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10122",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
}
},
{
"id": "b6f7f73d-f967-4876-8fc2-d462ebeebadd",
"roles": [
"creator"
],
"person": {
"id": "6830ac93-bc31-44ea-ab89-eba0e46c348f",
"name": "Karen Egiazarian"
},
"organization": {
"id": "ea83ea7b-4d44-4d0b-b4ac-a8df3f00ae20",
"pref_label": {
"en": "Tampere University",
"fi": "Tampereen yliopisto",
"sv": "Tammerfors universitet",
"und": "Tampereen yliopisto"
},
"url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10122",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
}
},
{
"id": "732149db-d578-4d25-8bd0-663442397d19",
"roles": [
"publisher"
],
"organization": {
"id": "26d2d7cb-d00c-45fe-b709-7c8d0e2e8997",
"pref_label": {
"en": "Code Ocean"
}
}
}
],
"cumulative_state": 0,
"data_catalog": "urn:nbn:fi:att:data-catalog-tuni",
"description": {
"en": "Demo-code is developed for the paper \"ADMM and Spectral Proximity Operators in Hyperspectral Broadband Phase Retrieval for Quantitative Phase Imaging.\" Where we have described a novel formulation of the hyperspectral broadband phase retrieval. It is developed for the scenario where both object and modulation phase masks are spectrally varying. The proposed algorithm is based on a complex domain version of the alternating direction method of multipliers (ADMM) and Spectral Proximity Operators (SPO) derived for Gaussian and Poissonian observations. Computations for these operators are reduced to the solution of sets of cubic (for Gaussian) and quadratic (for Poissonian) algebraic equations. These proximity operators resolve two problems. Firstly, the complex domain spectral components of signals are extracted from the total intensity observations calculated as sums of the signal spectral intensities. In this way, the spectral analysis of the total intensities is achieved. Secondly, the noisy observations are filtered, compromising noisy intensity observations and their predicted counterparts. The ability to resolve the hyperspectral broadband phase retrieval problem and to find the spectrum varying object are essentially defined by the spectral properties of object and image formation operators. The simulation tests demonstrate that the phase retrieval in this formulation can be successfully resolved."
},
"field_of_science": [
{
"id": "33d291b9-9b23-4192-b878-cffc210af1d3",
"url": "http://www.yso.fi/onto/okm-tieteenala/ta113",
"in_scheme": "http://www.yso.fi/onto/okm-tieteenala/conceptscheme",
"pref_label": {
"en": "Computer and information sciences",
"fi": "Tietojenkäsittely ja informaatiotieteet",
"sv": "Data- och informationsvetenskap"
}
}
],
"infrastructure": [],
"issued": "2021-03-25",
"keyword": [
"Computer and information sciences"
],
"language": [
{
"id": "ec748146-3403-4a7f-adfe-bdbb1b889372",
"url": "http://lexvo.org/id/iso639-3/eng",
"in_scheme": "http://lexvo.org/id/",
"pref_label": {
"en": "English",
"fi": "englanti",
"sv": "engelska"
}
}
],
"metadata_owner": {
"id": "eb8aa44e-e16b-4c6c-ae4d-b9be524b58ed",
"organization": "service_tuni"
},
"other_identifiers": [
{
"notation": "b8c35770-c8ee-4d03-857f-6fe9423b0a8c",
"metax_ids": []
}
],
"persistent_identifier": "doi:10.24433/co.9466976.v1",
"pid_generated_by_fairdata": false,
"projects": [],
"provenance": [],
"relation": [],
"remote_resources": [],
"spatial": [],
"state": "published",
"temporal": [],
"theme": [],
"title": {
"en": "Demo-code for the paper \"ADMM and Spectral Proximity Operators in Hyperspectral Broadband Phase Retrieval for Quantitative Phase Imaging\""
},
"created": "2025-01-28T16:52:33Z",
"modified": "2025-05-12T01:28:50Z",
"dataset_versions": [
{
"id": "a9c657ce-c7dc-4a46-976e-09fbcaafaba7",
"title": {
"en": "Demo-code for the paper \"ADMM and Spectral Proximity Operators in Hyperspectral Broadband Phase Retrieval for Quantitative Phase Imaging\""
},
"persistent_identifier": "doi:10.24433/co.9466976.v1",
"state": "published",
"created": "2025-01-28T16:52:33Z",
"version": 1
}
],
"published_revision": 3,
"version": 1,
"api_version": 3,
"metadata_repository": "Fairdata"
},
{
"id": "69ec28dc-3512-4e03-b9a0-161a183d3196",
"access_rights": {
"id": "5c1bfa67-64c6-4ace-931c-b29ebac70746",
"license": [
{
"id": "35b18e72-3819-4ec6-a1be-14624f29d968",
"url": "http://uri.suomi.fi/codelist/fairdata/license/code/CC-BY-4.0",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/license",
"pref_label": {
"en": "Creative Commons Attribution 4.0 International (CC BY 4.0)",
"fi": "Creative Commons Nimeä 4.0 Kansainvälinen (CC BY 4.0)"
}
}
],
"access_type": {
"id": "d01ac02c-fc70-4c68-9434-8383cb693ff0",
"url": "http://uri.suomi.fi/codelist/fairdata/access_type/code/open",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/access_type",
"pref_label": {
"en": "Open",
"fi": "Avoin"
}
},
"restriction_grounds": []
},
"actors": [
{
"id": "7780843b-bf03-4702-89da-67d5dca996a7",
"roles": [
"creator"
],
"person": {
"id": "378e4f8c-1474-4f93-8c5e-bba049eccbc0",
"name": "Eero Sormunen"
},
"organization": {
"id": "ea83ea7b-4d44-4d0b-b4ac-a8df3f00ae20",
"pref_label": {
"en": "Tampere University",
"fi": "Tampereen yliopisto",
"sv": "Tammerfors universitet",
"und": "Tampereen yliopisto"
},
"url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10122",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
}
},
{
"id": "d3457bc8-fd6f-4023-8c29-c01ec4d88609",
"roles": [
"creator"
],
"person": {
"id": "ed438b18-9a8c-429e-860f-62ad0087ab61",
"name": "Norbert Erdmann"
},
"organization": {
"id": "f83b9d6d-62d1-4bee-a7b3-03f7469bbb84",
"pref_label": {
"en": "Unknown organization",
"fi": "Tuntematon organisaatio"
}
}
},
{
"id": "130e1cf5-8fe9-41f6-9fd6-f1e749383556",
"roles": [
"creator"
],
"person": {
"id": "64efcce7-6cd8-4a6d-83e4-af56bc058537",
"name": "Suzanne CSA Otieno"
},
"organization": {
"id": "f83b9d6d-62d1-4bee-a7b3-03f7469bbb84",
"pref_label": {
"en": "Unknown organization",
"fi": "Tuntematon organisaatio"
}
}
},
{
"id": "6d4f0b97-9131-42b9-a68e-05655e2e649a",
"roles": [
"creator"
],
"person": {
"id": "4b661c22-3cd3-4b04-bedf-f172888b50a5",
"name": "Mirjamaija Mikkilä-Erdmann"
},
"organization": {
"id": "f83b9d6d-62d1-4bee-a7b3-03f7469bbb84",
"pref_label": {
"en": "Unknown organization",
"fi": "Tuntematon organisaatio"
}
}
},
{
"id": "f2b0420e-a0c0-458f-a161-0d3023b6d492",
"roles": [
"creator"
],
"person": {
"id": "323c5000-6bc4-4e4c-a7fd-fdd0aaa641eb",
"name": "Eero Laakkonen"
},
"organization": {
"id": "f83b9d6d-62d1-4bee-a7b3-03f7469bbb84",
"pref_label": {
"en": "Unknown organization",
"fi": "Tuntematon organisaatio"
}
}
},
{
"id": "62e0d832-843c-4a9d-8b11-16e66f23ce47",
"roles": [
"creator"
],
"person": {
"id": "c9be7e1a-2e3a-444d-946a-ddd43a43f1f5",
"name": "Teemu Mikkonen"
},
"organization": {
"id": "ea83ea7b-4d44-4d0b-b4ac-a8df3f00ae20",
"pref_label": {
"en": "Tampere University",
"fi": "Tampereen yliopisto",
"sv": "Tammerfors universitet",
"und": "Tampereen yliopisto"
},
"url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10122",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
}
},
{
"id": "808d212e-ea1d-429e-bfa7-6bb70887a8a1",
"roles": [
"creator"
],
"person": {
"id": "5f76aaf1-80ec-467f-8cf0-fb2428df0e2d",
"name": "Md Arman Hossain"
},
"organization": {
"id": "ea83ea7b-4d44-4d0b-b4ac-a8df3f00ae20",
"pref_label": {
"en": "Tampere University",
"fi": "Tampereen yliopisto",
"sv": "Tammerfors universitet",
"und": "Tampereen yliopisto"
},
"url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10122",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
}
},
{
"id": "abfba699-e8e7-4019-8f82-79ea1069aca5",
"roles": [
"creator"
],
"person": {
"id": "3b594a54-0447-4d87-ad6d-c3c1f2ea44a2",
"name": "Roberto González-Ibáñez"
},
"organization": {
"id": "f83b9d6d-62d1-4bee-a7b3-03f7469bbb84",
"pref_label": {
"en": "Unknown organization",
"fi": "Tuntematon organisaatio"
}
}
},
{
"id": "b61d5e89-fa2d-41fc-a755-7abe9efd1092",
"roles": [
"creator"
],
"person": {
"id": "3f9a70ff-8d8b-4689-9db1-b73c8debbfd3",
"name": "Mario Quintanilla-Gatica"
},
"organization": {
"id": "f83b9d6d-62d1-4bee-a7b3-03f7469bbb84",
"pref_label": {
"en": "Unknown organization",
"fi": "Tuntematon organisaatio"
}
}
},
{
"id": "43521058-eb52-4031-9b38-4a9a6e28260d",
"roles": [
"creator"
],
"person": {
"id": "23d3ed26-c366-4143-9da0-78f5b9d47fb8",
"name": "Paavo HT Leppänen"
},
"organization": {
"id": "f83b9d6d-62d1-4bee-a7b3-03f7469bbb84",
"pref_label": {
"en": "Unknown organization",
"fi": "Tuntematon organisaatio"
}
}
},
{
"id": "97559eb5-904a-486e-997e-07decbbaaaa8",
"roles": [
"creator"
],
"person": {
"id": "9f3ffcdc-3b8e-41ad-b217-de026f114aed",
"name": "Marja Vauras"
},
"organization": {
"id": "f83b9d6d-62d1-4bee-a7b3-03f7469bbb84",
"pref_label": {
"en": "Unknown organization",
"fi": "Tuntematon organisaatio"
}
}
},
{
"id": "04fafbcd-9924-4d90-b88a-8d891928f589",
"roles": [
"publisher"
],
"organization": {
"id": "dabf6be7-3d48-4ca5-a109-caf4468dad4b",
"pref_label": {
"en": "figshare"
}
}
}
],
"cumulative_state": 0,
"data_catalog": "urn:nbn:fi:att:data-catalog-tuni",
"description": {
"en": "Today’s students search, evaluate and actively use Web information in their school assignments, that is, they conduct an online inquiry. This current survey study addresses sixth-grade students’ self-efficacy beliefs in and attitudes towards online inquiry, and to what extent free-time and school-related Internet activity, gender and learning beliefs explain these. The questionnaire was administered in 10 schools to 340 sixth-graders in Finland. Exploratory and confirmatory factor analyses revealed three elements of self-efficacy beliefs: self-efficacy in Web searching, the evaluation of sources and synthesising information. Furthermore, attitudes towards online inquiry loaded into two factors: a positive and a negative attitude towards online inquiry. A structural equation model was used to analyse the effects of the explanatory variables on the factors. The results of this work suggest that gender and free-time Internet use predict most sixth-graders’ self-efficacy beliefs in and attitudes towards online inquiry."
},
"field_of_science": [
{
"id": "33d291b9-9b23-4192-b878-cffc210af1d3",
"url": "http://www.yso.fi/onto/okm-tieteenala/ta113",
"in_scheme": "http://www.yso.fi/onto/okm-tieteenala/conceptscheme",
"pref_label": {
"en": "Computer and information sciences",
"fi": "Tietojenkäsittely ja informaatiotieteet",
"sv": "Data- och informationsvetenskap"
}
},
{
"id": "96b09809-95ae-472e-81e1-b810b2986849",
"url": "http://www.yso.fi/onto/okm-tieteenala/ta518",
"in_scheme": "http://www.yso.fi/onto/okm-tieteenala/conceptscheme",
"pref_label": {
"en": "Media and communications",
"fi": "Media- ja viestintätieteet",
"sv": "Medie- och kommunikationsvetenskap"
}
}
],
"infrastructure": [],
"issued": "2021-09-15",
"keyword": [
"Media and communications",
"Computer and information sciences"
],
"language": [
{
"id": "ec748146-3403-4a7f-adfe-bdbb1b889372",
"url": "http://lexvo.org/id/iso639-3/eng",
"in_scheme": "http://lexvo.org/id/",
"pref_label": {
"en": "English",
"fi": "englanti",
"sv": "engelska"
}
}
],
"metadata_owner": {
"id": "eb8aa44e-e16b-4c6c-ae4d-b9be524b58ed",
"organization": "service_tuni"
},
"other_identifiers": [
{
"notation": "c76d5fbe-4d27-432c-a6f8-0e1b3e227edb",
"metax_ids": []
}
],
"persistent_identifier": "doi:10.25384/sage.c.5619275.v1",
"pid_generated_by_fairdata": false,
"projects": [],
"provenance": [],
"relation": [],
"remote_resources": [],
"spatial": [],
"state": "published",
"temporal": [],
"theme": [],
"title": {
"en": "How do gender, Internet activity and learning beliefs predict sixth-grade students’ self-efficacy beliefs in and attitudes towards online inquiry?"
},
"created": "2025-01-28T16:54:54Z",
"modified": "2025-05-12T01:28:44Z",
"dataset_versions": [
{
"id": "69ec28dc-3512-4e03-b9a0-161a183d3196",
"title": {
"en": "How do gender, Internet activity and learning beliefs predict sixth-grade students’ self-efficacy beliefs in and attitudes towards online inquiry?"
},
"persistent_identifier": "doi:10.25384/sage.c.5619275.v1",
"state": "published",
"created": "2025-01-28T16:54:54Z",
"version": 1
}
],
"published_revision": 3,
"version": 1,
"api_version": 3,
"metadata_repository": "Fairdata"
},
{
"id": "3c67794c-80a3-49cf-9a90-4763a9ffb479",
"access_rights": {
"id": "3a3874c0-b961-478b-98b3-a04a2b146c4c",
"license": [
{
"id": "35b18e72-3819-4ec6-a1be-14624f29d968",
"url": "http://uri.suomi.fi/codelist/fairdata/license/code/CC-BY-4.0",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/license",
"pref_label": {
"en": "Creative Commons Attribution 4.0 International (CC BY 4.0)",
"fi": "Creative Commons Nimeä 4.0 Kansainvälinen (CC BY 4.0)"
}
}
],
"access_type": {
"id": "d01ac02c-fc70-4c68-9434-8383cb693ff0",
"url": "http://uri.suomi.fi/codelist/fairdata/access_type/code/open",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/access_type",
"pref_label": {
"en": "Open",
"fi": "Avoin"
}
},
"restriction_grounds": []
},
"actors": [
{
"id": "d3d4c63b-5cb0-4b4c-948b-5df5f63a5956",
"roles": [
"creator"
],
"person": {
"id": "abd27732-ce7d-457f-8423-22584a04e32f",
"name": "Vasileios Toufakis"
},
"organization": {
"id": "ea83ea7b-4d44-4d0b-b4ac-a8df3f00ae20",
"pref_label": {
"en": "Tampere University",
"fi": "Tampereen yliopisto",
"sv": "Tammerfors universitet",
"und": "Tampereen yliopisto"
},
"url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10122",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
}
},
{
"id": "6b8353e8-85e3-4582-8834-6c46522cea42",
"roles": [
"creator"
],
"person": {
"id": "b2bbac3c-9b23-44aa-82c9-c24580185656",
"name": "Sushmita Katuwal"
},
"organization": {
"id": "ea83ea7b-4d44-4d0b-b4ac-a8df3f00ae20",
"pref_label": {
"en": "Tampere University",
"fi": "Tampereen yliopisto",
"sv": "Tammerfors universitet",
"und": "Tampereen yliopisto"
},
"url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10122",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
}
},
{
"id": "009cbccc-f37c-4d26-897f-56bc22b3453a",
"roles": [
"creator"
],
"person": {
"id": "a5b9ffb6-1974-4f27-addd-1588d8ba9f29",
"name": "Eero Pukkala"
},
"organization": {
"id": "ea83ea7b-4d44-4d0b-b4ac-a8df3f00ae20",
"pref_label": {
"en": "Tampere University",
"fi": "Tampereen yliopisto",
"sv": "Tammerfors universitet",
"und": "Tampereen yliopisto"
},
"url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10122",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
}
},
{
"id": "6794a07e-ef8f-4781-8cde-2ba82cdca657",
"roles": [
"creator"
],
"person": {
"id": "74d82d41-edc2-4998-b145-1802aa4e3885",
"name": "Juha S. Tapanainen"
},
"organization": {
"id": "277c8db6-2802-4b99-8d66-a44509bf0c14",
"pref_label": {
"en": "Unknown organization",
"fi": "Tuntematon organisaatio"
}
}
},
{
"id": "f5f4675e-2b96-4cec-901c-333d47424be8",
"roles": [
"publisher"
],
"organization": {
"id": "ab622068-e05b-4ede-8bf1-fcd0f0da568d",
"pref_label": {
"en": "figshare"
}
}
}
],
"cumulative_state": 0,
"data_catalog": "urn:nbn:fi:att:data-catalog-tuni",
"description": {
"en": "Parity is known to have a protective effect as regards ovarian cancer, but its effect on the different histological subtypes of ovarian cancer is not well known. The impact of parity on the incidence of ovarian cancer subtypes was studied. All Finnish women diagnosed 1994–2013 with ovarian cancer for the first time were included. Altogether, 5412 cases of ovarian cancer were identified in the Finnish Cancer Registry and stratified according to morphology into serous, mucinous, endometrioid, clear cell and others. Five age-matched controls were randomly selected for each case from the Finnish National Population Registry. Data on postmenopausal hormonal therapy were derived from the Registry of Prescribed drugs and used as cofactors. Multivariate conditional logistic regression for matched case-control data was used to examine the associations between parity parameters and ovarian cancer risk. Parous women had lower risk than nulliparous women in getting ovarian cancer of any type under age of 55 years. The odds ratio (OR) for serous cancer was 0.65 (95% confidence interval 0.56–0.77), for mucinous cancer 0.66 (0.52–0.83), for endometrioid cancer 0.52 (0.40–0.68), for clear-cell cancer 0.30 (0.19–0.46) and for other types 0.59 (0.43–0.80). In women aged 55 or older, the respective ORs were 0.86 (0.75–0.99), 0.78 (0.57–1.07), 0.61 (0.47–0.79), 0.44 (0.29–0.66) and 0.74 (0.57–0.95), adjusted for hormone therapy. Number of childbirths was associated with a trend toward reduction of risk, especially in serous and clear-cell cancers. Higher age at first birth was associated with higher risk of clear-cell cancer but otherwise age at first or last birth did not have an impact on the incidence of cancer subtypes. Childbirths decrease the risk of all histologic subtypes of epithelial ovarian cancer in women in premenopausal and postmenopausal age."
},
"field_of_science": [
{
"id": "1946ea74-e9b2-4b6f-9b9e-093d809467e3",
"url": "http://www.yso.fi/onto/okm-tieteenala/ta3122",
"in_scheme": "http://www.yso.fi/onto/okm-tieteenala/conceptscheme",
"pref_label": {
"en": "Cancers",
"fi": "Syöpätaudit",
"sv": "Cancersjukdomar"
}
},
{
"id": "a364e6d8-19ce-46c0-a1af-490f80fb638b",
"url": "http://www.yso.fi/onto/okm-tieteenala/ta3141",
"in_scheme": "http://www.yso.fi/onto/okm-tieteenala/conceptscheme",
"pref_label": {
"en": "Health care science",
"fi": "Terveystiede",
"sv": "Hälsovetenskap"
}
}
],
"infrastructure": [],
"issued": "2021-05-17",
"keyword": [
"Health care science",
"Cancers"
],
"language": [
{
"id": "ec748146-3403-4a7f-adfe-bdbb1b889372",
"url": "http://lexvo.org/id/iso639-3/eng",
"in_scheme": "http://lexvo.org/id/",
"pref_label": {
"en": "English",
"fi": "englanti",
"sv": "engelska"
}
}
],
"metadata_owner": {
"id": "eb8aa44e-e16b-4c6c-ae4d-b9be524b58ed",
"organization": "service_tuni"
},
"other_identifiers": [
{
"notation": "f0874853-fde9-4d71-b4af-c8d43ba89703",
"metax_ids": []
}
],
"persistent_identifier": "doi:10.6084/m9.figshare.14607472.v1",
"pid_generated_by_fairdata": false,
"projects": [],
"provenance": [],
"relation": [],
"remote_resources": [],
"spatial": [],
"state": "published",
"temporal": [],
"theme": [],
"title": {
"en": "Impact of parity on the incidence of ovarian cancer subtypes: a population-based case–control study"
},
"created": "2025-01-28T17:01:07Z",
"modified": "2025-05-12T01:28:37Z",
"dataset_versions": [
{
"id": "3c67794c-80a3-49cf-9a90-4763a9ffb479",
"title": {
"en": "Impact of parity on the incidence of ovarian cancer subtypes: a population-based case–control study"
},
"persistent_identifier": "doi:10.6084/m9.figshare.14607472.v1",
"state": "published",
"created": "2025-01-28T17:01:07Z",
"version": 1
}
],
"published_revision": 3,
"version": 1,
"api_version": 3,
"metadata_repository": "Fairdata"
},
{
"id": "9d344bc9-39a4-4054-9d3e-8a57deedea7f",
"access_rights": {
"id": "c6b1d56a-9e09-4e52-b3ff-a6235d2b90df",
"license": [
{
"id": "35b18e72-3819-4ec6-a1be-14624f29d968",
"url": "http://uri.suomi.fi/codelist/fairdata/license/code/CC-BY-4.0",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/license",
"pref_label": {
"en": "Creative Commons Attribution 4.0 International (CC BY 4.0)",
"fi": "Creative Commons Nimeä 4.0 Kansainvälinen (CC BY 4.0)"
}
}
],
"access_type": {
"id": "d01ac02c-fc70-4c68-9434-8383cb693ff0",
"url": "http://uri.suomi.fi/codelist/fairdata/access_type/code/open",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/access_type",
"pref_label": {
"en": "Open",
"fi": "Avoin"
}
},
"restriction_grounds": []
},
"actors": [
{
"id": "eb11ba53-4506-4743-aecd-a15ac45476b2",
"roles": [
"creator"
],
"person": {
"id": "3f977e36-d984-4a69-a642-baba7cace8d1",
"name": "Xiangmei Ma"
},
"organization": {
"id": "87bf43b6-780f-4d1f-b0b1-dff9799b8881",
"pref_label": {
"en": "Unknown organization",
"fi": "Tuntematon organisaatio"
}
}
},
{
"id": "ca076055-93e3-4145-8a9f-995723b9f75a",
"roles": [
"creator"
],
"person": {
"id": "05e32148-1ee9-40bd-9709-dfd79af71596",
"name": "K.F. Lam"
},
"organization": {
"id": "87bf43b6-780f-4d1f-b0b1-dff9799b8881",
"pref_label": {
"en": "Unknown organization",
"fi": "Tuntematon organisaatio"
}
}
},
{
"id": "298ad196-b9e4-423c-9638-f3d5ea8230a3",
"roles": [
"creator"
],
"person": {
"id": "cf5ecf6f-7d47-439f-844c-a51d9759eca7",
"name": "Yin Bun Cheung"
},
"organization": {
"id": "ea83ea7b-4d44-4d0b-b4ac-a8df3f00ae20",
"pref_label": {
"en": "Tampere University",
"fi": "Tampereen yliopisto",
"sv": "Tammerfors universitet",
"und": "Tampereen yliopisto"
},
"url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10122",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
}
},
{
"id": "5139b0fb-d276-45c8-aa1d-5ab74f36a29b",
"roles": [
"publisher"
],
"organization": {
"id": "1a3e8ea0-73f0-4712-a8f8-8386edbdbdc3",
"pref_label": {
"en": "figshare"
}
}
}
],
"cumulative_state": 0,
"data_catalog": "urn:nbn:fi:att:data-catalog-tuni",
"description": {
"en": "The self-controlled case series is an important method in the studies of the safety of biopharmaceutical products. It uses the conditional Poisson model to make comparison within persons. In models without adjustment for age (or other time-varying covariates), cases who are never exposed to the product do not contribute any information to the estimation. We provide analytic proof and simulation results that the inclusion of unexposed cases in the conditional Poisson model with age adjustment reduces the asymptotic variance of the estimator of the exposure effect and increases power. We re-analysed a vaccine safety dataset to illustrate."
},
"field_of_science": [
{
"id": "182af513-b646-4401-9363-b27914702936",
"url": "http://www.yso.fi/onto/okm-tieteenala/ta317",
"in_scheme": "http://www.yso.fi/onto/okm-tieteenala/conceptscheme",
"pref_label": {
"en": "Pharmacy",
"fi": "Farmasia",
"sv": "Farmaci"
}
}
],
"infrastructure": [],
"issued": "2021-11-15",
"keyword": [
"Pharmacy"
],
"language": [
{
"id": "ec748146-3403-4a7f-adfe-bdbb1b889372",
"url": "http://lexvo.org/id/iso639-3/eng",
"in_scheme": "http://lexvo.org/id/",
"pref_label": {
"en": "English",
"fi": "englanti",
"sv": "engelska"
}
}
],
"metadata_owner": {
"id": "eb8aa44e-e16b-4c6c-ae4d-b9be524b58ed",
"organization": "service_tuni"
},
"other_identifiers": [
{
"notation": "c12634f6-dbf6-44a0-9129-921d95e59abf",
"metax_ids": []
}
],
"persistent_identifier": "doi:10.6084/m9.figshare.17014471.v1",
"pid_generated_by_fairdata": false,
"projects": [],
"provenance": [],
"relation": [],
"remote_resources": [],
"spatial": [],
"state": "published",
"temporal": [],
"theme": [],
"title": {
"en": "Inclusion of unexposed subjects improves the precision and power of self-controlled case series method"
},
"created": "2025-01-28T16:53:57Z",
"modified": "2025-05-12T01:28:25Z",
"dataset_versions": [
{
"id": "9d344bc9-39a4-4054-9d3e-8a57deedea7f",
"title": {
"en": "Inclusion of unexposed subjects improves the precision and power of self-controlled case series method"
},
"persistent_identifier": "doi:10.6084/m9.figshare.17014471.v1",
"state": "published",
"created": "2025-01-28T16:53:57Z",
"version": 1
}
],
"published_revision": 3,
"version": 1,
"api_version": 3,
"metadata_repository": "Fairdata"
},
{
"id": "bd691231-b668-48f3-b1ed-4c211aa3cb05",
"access_rights": {
"id": "1ff0f050-e2bf-492a-bab7-94de641099f2",
"license": [
{
"id": "35b18e72-3819-4ec6-a1be-14624f29d968",
"url": "http://uri.suomi.fi/codelist/fairdata/license/code/CC-BY-4.0",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/license",
"pref_label": {
"en": "Creative Commons Attribution 4.0 International (CC BY 4.0)",
"fi": "Creative Commons Nimeä 4.0 Kansainvälinen (CC BY 4.0)"
}
}
],
"access_type": {
"id": "d01ac02c-fc70-4c68-9434-8383cb693ff0",
"url": "http://uri.suomi.fi/codelist/fairdata/access_type/code/open",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/access_type",
"pref_label": {
"en": "Open",
"fi": "Avoin"
}
},
"restriction_grounds": []
},
"actors": [
{
"id": "515c973e-76be-4026-beec-7fd9128163f4",
"roles": [
"creator"
],
"person": {
"id": "b27e6346-78eb-48fb-bf94-fa7a32480c66",
"name": "Ondrej Cinek"
},
"organization": {
"id": "a16d7076-1aa8-404f-80fa-9ce7e95f3b58",
"pref_label": {
"en": "Unknown organization",
"fi": "Tuntematon organisaatio"
}
}
},
{
"id": "8de2de70-ed71-4cba-b93e-e327bb5a9d8a",
"roles": [
"creator"
],
"person": {
"id": "1d77c776-0842-4e74-8a0e-12e1f29f75b3",
"name": "Katerina Polackova"
},
"organization": {
"id": "a16d7076-1aa8-404f-80fa-9ce7e95f3b58",
"pref_label": {
"en": "Unknown organization",
"fi": "Tuntematon organisaatio"
}
}
},
{
"id": "82a24d7b-798c-4c0c-9d72-19273ac6e4d7",
"roles": [
"creator"
],
"person": {
"id": "3f5ddcfa-dff5-40dc-941a-9638db49016b",
"name": "Rasha Odeh"
},
"organization": {
"id": "a16d7076-1aa8-404f-80fa-9ce7e95f3b58",
"pref_label": {
"en": "Unknown organization",
"fi": "Tuntematon organisaatio"
}
}
},
{
"id": "9019a85a-2658-4785-b310-40de363213ca",
"roles": [
"creator"
],
"person": {
"id": "e3b07392-66d0-4ec1-ab40-ffa06af0baf0",
"name": "Abeer Alassaf"
},
"organization": {
"id": "a16d7076-1aa8-404f-80fa-9ce7e95f3b58",
"pref_label": {
"en": "Unknown organization",
"fi": "Tuntematon organisaatio"
}
}
},
{
"id": "933fdb47-d71d-47b1-bc6f-c38edf29a3a2",
"roles": [
"creator"
],
"person": {
"id": "fefbded9-2080-4515-8361-1c6eb5bb003a",
"name": "Lenka Kramná"
},
"organization": {
"id": "a16d7076-1aa8-404f-80fa-9ce7e95f3b58",
"pref_label": {
"en": "Unknown organization",
"fi": "Tuntematon organisaatio"
}
}
},
{
"id": "7e66158e-5b0c-4aa1-8d72-f10f2af438d5",
"roles": [
"creator"
],
"person": {
"id": "99e2a29d-c3e0-4be3-b860-f80e73f215c7",
"name": "MaryAnn Ugochi Ibekwe"
},
"organization": {
"id": "a16d7076-1aa8-404f-80fa-9ce7e95f3b58",
"pref_label": {
"en": "Unknown organization",
"fi": "Tuntematon organisaatio"
}
}
},
{
"id": "349cd552-8ecf-49d6-bbb8-21b6d0f35292",
"roles": [
"creator"
],
"person": {
"id": "669a4307-fa4a-4157-a7b4-8366efd48ffa",
"name": "Edna Siima Majaliwa"
},
"organization": {
"id": "a16d7076-1aa8-404f-80fa-9ce7e95f3b58",
"pref_label": {
"en": "Unknown organization",
"fi": "Tuntematon organisaatio"
}
}
},
{
"id": "5dcf687a-b3a3-4e8a-b576-0849d5c8fae9",
"roles": [
"creator"
],
"person": {
"id": "e817f1f7-c689-4993-87b7-07885bac1fff",
"name": "Gunduz Ahmadov"
},
"organization": {
"id": "a16d7076-1aa8-404f-80fa-9ce7e95f3b58",
"pref_label": {
"en": "Unknown organization",
"fi": "Tuntematon organisaatio"
}
}
},
{
"id": "912a9e94-479d-4dea-a40b-95b9c2913f03",
"roles": [
"creator"
],
"person": {
"id": "1fa18bfc-f0bb-4a1e-8c9f-4203d8b63a83",
"name": "Bashir Mukhtar Elwasila Elmahi"
},
"organization": {
"id": "a16d7076-1aa8-404f-80fa-9ce7e95f3b58",
"pref_label": {
"en": "Unknown organization",
"fi": "Tuntematon organisaatio"
}
}
},
{
"id": "e850fccf-dafe-4b25-acfa-c796a5d40ca6",
"roles": [
"creator"
],
"person": {
"id": "746eed17-9c97-4f42-92ff-6926bf15969f",
"name": "Hanan Mekki"
},
"organization": {
"id": "a16d7076-1aa8-404f-80fa-9ce7e95f3b58",
"pref_label": {
"en": "Unknown organization",
"fi": "Tuntematon organisaatio"
}
}
},
{
"id": "2c0bd752-95c0-4d2f-ace2-35c79e7e9baa",
"roles": [
"creator"
],
"person": {
"id": "616b688d-3df5-4139-baef-fca7e5654300",
"name": "Sami Oikarinen"
},
"organization": {
"id": "ea83ea7b-4d44-4d0b-b4ac-a8df3f00ae20",
"pref_label": {
"en": "Tampere University",
"fi": "Tampereen yliopisto",
"sv": "Tammerfors universitet",
"und": "Tampereen yliopisto"
},
"url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10122",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
}
},
{
"id": "60c564ed-93cb-4ed4-a7a1-8d2eabf8c8a7",
"roles": [
"creator"
],
"person": {
"id": "7c804dd2-0379-4bfd-8de9-e19f9bf51208",
"name": "Jan Lebl"
},
"organization": {
"id": "a16d7076-1aa8-404f-80fa-9ce7e95f3b58",
"pref_label": {
"en": "Unknown organization",
"fi": "Tuntematon organisaatio"
}
}
},
{
"id": "7b87be52-db25-4b68-8fd7-a9a55e6af43c",
"roles": [
"creator"
],
"person": {
"id": "bdc99b95-2d22-4678-910b-98fa64d35348",
"name": "Mohammed Ahmed Abdullah"
},
"organization": {
"id": "a16d7076-1aa8-404f-80fa-9ce7e95f3b58",
"pref_label": {
"en": "Unknown organization",
"fi": "Tuntematon organisaatio"
}
}
},
{
"id": "34fe2c0c-ac6b-4f99-8782-68b32abe6fc3",
"roles": [
"publisher"
],
"organization": {
"id": "e9da8dde-881a-40b2-b250-345b9409d7c5",
"pref_label": {
"en": "figshare"
}
}
}
],
"cumulative_state": 0,
"data_catalog": "urn:nbn:fi:att:data-catalog-tuni",
"description": {
"en": "Abstract Background Blastocystis is a human gut symbiont of yet undefined clinical significance. In a set of faecal samples collected from asymptomatic children of six distant populations, we first assessed the community profiles of protist 18S rDNA and then characterized Blastocystis subtypes and tested Blastocystis association with the faecal bacteriome community. Methods Stool samples were collected from 244 children and young persons (mean age 11.3 years, interquartile range 8.1–13.7) of six countries (Azerbaijan 51 subjects, Czechia 52, Jordan 40, Nigeria 27, Sudan 59 and Tanzania 15). The subjects showed no symptoms of infection. Amplicon profiling of the 18S rDNA was used for verification that Blastocystis was the most frequent protist, whereas specific real-time PCR showed its prevalence and quantity, and massive parallel amplicon sequencing defined the Blastocystis subtypes. The relation between Blastocystis and the stool bacteriome community was characterized using 16S rDNA profiling. Results Blastocystis was detected by specific PCR in 36% (88/244) stool samples and was the most often observed faecal protist. Children from Czechia and Jordan had significantly lower prevalence than children from the remaining countries. The most frequent subtype was ST3 (49%, 40/81 sequenced samples), followed by ST1 (36%) and ST2 (25%). Co-infection with two different subtypes was noted in 12% samples. The faecal bacteriome had higher richness in Blastocystis-positive samples, and Blastocystis was associated with significantly different community composition regardless of the country (p"
},
"field_of_science": [
{
"id": "a006e4cc-b051-4d1c-b94c-e1655d8888bc",
"url": "http://www.yso.fi/onto/okm-tieteenala/ta3111",
"in_scheme": "http://www.yso.fi/onto/okm-tieteenala/conceptscheme",
"pref_label": {
"en": "Biomedicine",
"fi": "Biolääketieteet",
"sv": "Biomedicinska vetenskaper"
}
}
],
"infrastructure": [],
"issued": "2021-08-13",
"keyword": [
"Biomedicine"
],
"language": [
{
"id": "ec748146-3403-4a7f-adfe-bdbb1b889372",
"url": "http://lexvo.org/id/iso639-3/eng",
"in_scheme": "http://lexvo.org/id/",
"pref_label": {
"en": "English",
"fi": "englanti",
"sv": "engelska"
}
}
],
"metadata_owner": {
"id": "eb8aa44e-e16b-4c6c-ae4d-b9be524b58ed",
"organization": "service_tuni"
},
"other_identifiers": [
{
"notation": "d9e53011-c833-42ab-9214-5b1b2188b2cf",
"metax_ids": []
}
],
"persistent_identifier": "doi:10.6084/m9.figshare.c.5558831.v1",
"pid_generated_by_fairdata": false,
"projects": [],
"provenance": [],
"relation": [],
"remote_resources": [],
"spatial": [],
"state": "published",
"temporal": [],
"theme": [],
"title": {
"en": "Blastocystis in the faeces of children from six distant countries: prevalence, quantity, subtypes and the relation to the gut bacteriome"
},
"created": "2025-01-28T16:57:25Z",
"modified": "2025-05-12T01:28:18Z",
"dataset_versions": [
{
"id": "bd691231-b668-48f3-b1ed-4c211aa3cb05",
"title": {
"en": "Blastocystis in the faeces of children from six distant countries: prevalence, quantity, subtypes and the relation to the gut bacteriome"
},
"persistent_identifier": "doi:10.6084/m9.figshare.c.5558831.v1",
"state": "published",
"created": "2025-01-28T16:57:25Z",
"version": 1
}
],
"published_revision": 3,
"version": 1,
"api_version": 3,
"metadata_repository": "Fairdata"
},
{
"id": "ad4c01f4-149f-4d67-9f83-80202aa1d116",
"access_rights": {
"id": "7cc72db5-adf6-49e8-9b19-4e5c871cc9bb",
"license": [
{
"id": "35b18e72-3819-4ec6-a1be-14624f29d968",
"url": "http://uri.suomi.fi/codelist/fairdata/license/code/CC-BY-4.0",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/license",
"pref_label": {
"en": "Creative Commons Attribution 4.0 International (CC BY 4.0)",
"fi": "Creative Commons Nimeä 4.0 Kansainvälinen (CC BY 4.0)"
}
}
],
"access_type": {
"id": "d01ac02c-fc70-4c68-9434-8383cb693ff0",
"url": "http://uri.suomi.fi/codelist/fairdata/access_type/code/open",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/access_type",
"pref_label": {
"en": "Open",
"fi": "Avoin"
}
},
"restriction_grounds": []
},
"actors": [
{
"id": "16a179eb-20f8-41ae-b511-42c64381f820",
"roles": [
"creator"
],
"person": {
"id": "7bc43923-4504-4a0f-a43a-ea112ac189e5",
"name": "Yasaman Ghafaryanshirazi"
},
"organization": {
"id": "ea83ea7b-4d44-4d0b-b4ac-a8df3f00ae20",
"pref_label": {
"en": "Tampere University",
"fi": "Tampereen yliopisto",
"sv": "Tammerfors universitet",
"und": "Tampereen yliopisto"
},
"url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10122",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
}
},
{
"id": "ee9ca363-88db-4e9b-8fdd-b303fd9bc98f",
"roles": [
"publisher"
],
"organization": {
"id": "717fb2af-9a3f-4c82-a539-cf6d2427ca0a",
"pref_label": {
"en": "Mendeley Data"
}
}
}
],
"cumulative_state": 0,
"data_catalog": "urn:nbn:fi:att:data-catalog-tuni",
"description": {
"en": "1. Raw Data in Spss:\r\n\r\nIn the Spss file, you can find the scores of 68 students (12 years old; Female = 34, Male = 34 ). Student's emotional awareness (EA) and Internalizing problems (IP) score measured at Time1 and one month later at Time 2. For measuring EA, the level of emotional awareness scale (LEAS-C) and for measuring IP, the Strength and Difficulty Questionnaire (SDQ) is used. The internalizing problems score obtained by summing up the emotional and peer problem scales of SDQ.\r\n\r\n2. R-script for the Cross-Lagged Panel Model (CLPM) and two-factor latent model using Lavaan package (Rosseel, 2012)"
},
"field_of_science": [
{
"id": "40ef0581-be61-4b67-9e27-8b37df90b0d1",
"url": "http://www.yso.fi/onto/okm-tieteenala/ta515",
"in_scheme": "http://www.yso.fi/onto/okm-tieteenala/conceptscheme",
"pref_label": {
"en": "Psychology",
"fi": "Psykologia",
"sv": "Psykologi"
}
}
],
"infrastructure": [],
"issued": "2021-02-24",
"keyword": [
"Psychology"
],
"language": [
{
"id": "ec748146-3403-4a7f-adfe-bdbb1b889372",
"url": "http://lexvo.org/id/iso639-3/eng",
"in_scheme": "http://lexvo.org/id/",
"pref_label": {
"en": "English",
"fi": "englanti",
"sv": "engelska"
}
}
],
"metadata_owner": {
"id": "eb8aa44e-e16b-4c6c-ae4d-b9be524b58ed",
"organization": "service_tuni"
},
"other_identifiers": [
{
"notation": "ef3bd53e-3d3b-4cb0-8ac3-76811fdbc1c3",
"metax_ids": []
}
],
"persistent_identifier": "doi:10.17632/9dyc5bk36n.1",
"pid_generated_by_fairdata": false,
"projects": [],
"provenance": [],
"relation": [],
"remote_resources": [],
"spatial": [],
"state": "published",
"temporal": [],
"theme": [],
"title": {
"en": "Raw Data-Emotional Awareness and Internalizing Problems: Associations and State-Trait Differences among Adolescents"
},
"created": "2025-01-28T17:00:47Z",
"modified": "2025-05-12T01:28:10Z",
"dataset_versions": [
{
"id": "ad4c01f4-149f-4d67-9f83-80202aa1d116",
"title": {
"en": "Raw Data-Emotional Awareness and Internalizing Problems: Associations and State-Trait Differences among Adolescents"
},
"persistent_identifier": "doi:10.17632/9dyc5bk36n.1",
"state": "published",
"created": "2025-01-28T17:00:47Z",
"version": 1
}
],
"published_revision": 3,
"version": 1,
"api_version": 3,
"metadata_repository": "Fairdata"
},
{
"id": "9baf1e7c-b521-44e8-917c-b6a7757accef",
"access_rights": {
"id": "42f46195-d14a-4a73-9598-94ed4d85134b",
"license": [
{
"id": "35b18e72-3819-4ec6-a1be-14624f29d968",
"url": "http://uri.suomi.fi/codelist/fairdata/license/code/CC-BY-4.0",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/license",
"pref_label": {
"en": "Creative Commons Attribution 4.0 International (CC BY 4.0)",
"fi": "Creative Commons Nimeä 4.0 Kansainvälinen (CC BY 4.0)"
}
}
],
"access_type": {
"id": "d01ac02c-fc70-4c68-9434-8383cb693ff0",
"url": "http://uri.suomi.fi/codelist/fairdata/access_type/code/open",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/access_type",
"pref_label": {
"en": "Open",
"fi": "Avoin"
}
},
"restriction_grounds": []
},
"actors": [
{
"id": "a9192347-4835-4ef7-99b0-d1293323d4f1",
"roles": [
"creator"
],
"person": {
"id": "debc3737-fc26-4c41-9b05-f092fe9064ec",
"name": "Khazar Khorrami"
},
"organization": {
"id": "ea83ea7b-4d44-4d0b-b4ac-a8df3f00ae20",
"pref_label": {
"en": "Tampere University",
"fi": "Tampereen yliopisto",
"sv": "Tammerfors universitet",
"und": "Tampereen yliopisto"
},
"url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10122",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
}
},
{
"id": "f8374f79-a40b-44db-98b2-dbeed3ae27fe",
"roles": [
"creator"
],
"person": {
"id": "e10bf01c-cb84-4055-8e27-c9d9bef4109b",
"name": "Okko Räsänen"
},
"organization": {
"id": "ea83ea7b-4d44-4d0b-b4ac-a8df3f00ae20",
"pref_label": {
"en": "Tampere University",
"fi": "Tampereen yliopisto",
"sv": "Tammerfors universitet",
"und": "Tampereen yliopisto"
},
"url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10122",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
}
},
{
"id": "1cc224d9-34cc-4551-bc3c-e4889f23078b",
"roles": [
"publisher"
],
"organization": {
"id": "dc36dd1e-48b0-4d11-943b-391757238fa1",
"pref_label": {
"en": "Zenodo"
}
}
}
],
"cumulative_state": 0,
"data_catalog": "urn:nbn:fi:att:data-catalog-tuni",
"description": {
"en": "Trained models, extracted model activations, and related evaluation metadata analyzed and reported in Khorrami, K. & Räsänen. O.: Can phones, syllables, and words emerge as side-products of cross-situational audiovisual learning? - A computational investigation. (https://psyarxiv.com/37zna)"
},
"field_of_science": [
{
"id": "33d291b9-9b23-4192-b878-cffc210af1d3",
"url": "http://www.yso.fi/onto/okm-tieteenala/ta113",
"in_scheme": "http://www.yso.fi/onto/okm-tieteenala/conceptscheme",
"pref_label": {
"en": "Computer and information sciences",
"fi": "Tietojenkäsittely ja informaatiotieteet",
"sv": "Data- och informationsvetenskap"
}
}
],
"infrastructure": [],
"issued": "2021-02-26",
"keyword": [
"Computer and information sciences"
],
"language": [
{
"id": "ec748146-3403-4a7f-adfe-bdbb1b889372",
"url": "http://lexvo.org/id/iso639-3/eng",
"in_scheme": "http://lexvo.org/id/",
"pref_label": {
"en": "English",
"fi": "englanti",
"sv": "engelska"
}
}
],
"metadata_owner": {
"id": "eb8aa44e-e16b-4c6c-ae4d-b9be524b58ed",
"organization": "service_tuni"
},
"other_identifiers": [
{
"notation": "01ac4f7f-8f92-49b9-bc3d-918d0d7788d9",
"metax_ids": []
}
],
"persistent_identifier": "doi:10.5281/zenodo.4564284",
"pid_generated_by_fairdata": false,
"projects": [],
"provenance": [],
"relation": [],
"remote_resources": [],
"spatial": [],
"state": "published",
"temporal": [],
"theme": [],
"title": {
"en": "Models and activations for \"Can phones, syllables, and words emerge as side-products of cross-situational audiovisual learning? - A computational investigation\""
},
"created": "2025-01-28T16:21:35Z",
"modified": "2025-05-12T01:28:04Z",
"dataset_versions": [
{
"id": "9baf1e7c-b521-44e8-917c-b6a7757accef",
"title": {
"en": "Models and activations for \"Can phones, syllables, and words emerge as side-products of cross-situational audiovisual learning? - A computational investigation\""
},
"persistent_identifier": "doi:10.5281/zenodo.4564284",
"state": "published",
"created": "2025-01-28T16:21:35Z",
"version": 1
}
],
"published_revision": 3,
"version": 1,
"api_version": 3,
"metadata_repository": "Fairdata"
},
{
"id": "26862243-b3ab-4c37-a865-6c4b518bcf30",
"access_rights": {
"id": "94563f45-ea41-475a-b869-3e5a6d7edff2",
"license": [
{
"id": "6142d0c6-945d-4085-b9f7-81e52afa253b",
"url": "http://uri.suomi.fi/codelist/fairdata/license/code/other",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/license",
"pref_label": {
"en": "Other",
"fi": "Muu"
}
}
],
"access_type": {
"id": "d01ac02c-fc70-4c68-9434-8383cb693ff0",
"url": "http://uri.suomi.fi/codelist/fairdata/access_type/code/open",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/access_type",
"pref_label": {
"en": "Open",
"fi": "Avoin"
}
},
"restriction_grounds": []
},
"actors": [
{
"id": "b996b922-6e10-428e-83a1-c4d34c64f2cb",
"roles": [
"creator"
],
"person": {
"id": "546d51e7-03cf-470a-81bc-351bfc5b5e55",
"name": "Matthias Karl"
},
"organization": {
"id": "4ad6fb80-b667-4878-810a-8a36b3fcb486",
"pref_label": {
"en": "Unknown organization",
"fi": "Tuntematon organisaatio"
}
}
},
{
"id": "87576067-b4eb-48d7-b4fe-ee2e353e0d90",
"roles": [
"creator"
],
"person": {
"id": "a8f2dacf-cf9c-426f-9ed4-f2e699159293",
"name": "Liisa Pirjola"
},
"organization": {
"id": "4ad6fb80-b667-4878-810a-8a36b3fcb486",
"pref_label": {
"en": "Unknown organization",
"fi": "Tuntematon organisaatio"
}
}
},
{
"id": "6fe16fb6-8695-4110-b0e4-304c24e52436",
"roles": [
"creator"
],
"person": {
"id": "1d69b34e-d595-4ccd-a14c-9721aa9b07d2",
"name": "Tiia Grönholm"
},
"organization": {
"id": "4ad6fb80-b667-4878-810a-8a36b3fcb486",
"pref_label": {
"en": "Unknown organization",
"fi": "Tuntematon organisaatio"
}
}
},
{
"id": "f42911bb-0b01-4cff-bebf-90f3ac0cd07b",
"roles": [
"creator"
],
"person": {
"id": "a80bff5f-3440-45dd-b31b-181c81b0c3ea",
"name": "Mona Kurppa"
},
"organization": {
"id": "4ad6fb80-b667-4878-810a-8a36b3fcb486",
"pref_label": {
"en": "Unknown organization",
"fi": "Tuntematon organisaatio"
}
}
},
{
"id": "8921bcdc-88fb-437b-9de9-03ba4d645e04",
"roles": [
"creator"
],
"person": {
"id": "701a1fbc-bd95-423f-82b1-f12105d34f0c",
"name": "Srinivasan Anand"
},
"organization": {
"id": "4ad6fb80-b667-4878-810a-8a36b3fcb486",
"pref_label": {
"en": "Unknown organization",
"fi": "Tuntematon organisaatio"
}
}
},
{
"id": "02f9760c-b7c3-4a4f-a17d-afc7b4c4881d",
"roles": [
"creator"
],
"person": {
"id": "7336cede-f6fb-49c6-8f98-dc80099a7fe7",
"name": "Xiaole Zhang"
},
"organization": {
"id": "4ad6fb80-b667-4878-810a-8a36b3fcb486",
"pref_label": {
"en": "Unknown organization",
"fi": "Tuntematon organisaatio"
}
}
},
{
"id": "f6bfe838-587a-4301-94a7-3553f0f0cbca",
"roles": [
"creator"
],
"person": {
"id": "1811fdad-7e61-41a8-988d-afdb0f09f328",
"name": "Andreas Held"
},
"organization": {
"id": "4ad6fb80-b667-4878-810a-8a36b3fcb486",
"pref_label": {
"en": "Unknown organization",
"fi": "Tuntematon organisaatio"
}
}
},
{
"id": "4d087666-4514-42c3-9ea4-ebcfcbc834de",
"roles": [
"creator"
],
"person": {
"id": "73726c5a-bf96-41da-ace7-bd7bb445c73a",
"name": "Rolf Sander"
},
"organization": {
"id": "4ad6fb80-b667-4878-810a-8a36b3fcb486",
"pref_label": {
"en": "Unknown organization",
"fi": "Tuntematon organisaatio"
}
}
},
{
"id": "b6b5e2e6-19c7-4f9c-8feb-cb5f6e950b38",
"roles": [
"creator"
],
"person": {
"id": "577f2119-4bb1-4e84-89d7-419845fe437f",
"name": "Miikka Dal Maso"
},
"organization": {
"id": "ea83ea7b-4d44-4d0b-b4ac-a8df3f00ae20",
"pref_label": {
"en": "Tampere University",
"fi": "Tampereen yliopisto",
"sv": "Tammerfors universitet",
"und": "Tampereen yliopisto"
},
"url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10122",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
}
},
{
"id": "d361a37b-d60f-4b24-8573-1854b6bd489b",
"roles": [
"creator"
],
"person": {
"id": "c3398d97-6347-4df8-99cc-1d777400c664",
"name": "David Topping"
},
"organization": {
"id": "4ad6fb80-b667-4878-810a-8a36b3fcb486",
"pref_label": {
"en": "Unknown organization",
"fi": "Tuntematon organisaatio"
}
}
},
{
"id": "98b04032-a9ee-41ee-98e5-12d6f2dc769b",
"roles": [
"creator"
],
"person": {
"id": "f6cca121-3845-4cde-a638-1add890e0757",
"name": "Shuai Jiang"
},
"organization": {
"id": "4ad6fb80-b667-4878-810a-8a36b3fcb486",
"pref_label": {
"en": "Unknown organization",
"fi": "Tuntematon organisaatio"
}
}
},
{
"id": "545b5e77-0b32-4dc1-bb14-057e4f401737",
"roles": [
"creator"
],
"person": {
"id": "2462c4d7-f260-4579-9cbb-d7a4665ce4a0",
"name": "Leena Kangas"
},
"organization": {
"id": "4ad6fb80-b667-4878-810a-8a36b3fcb486",
"pref_label": {
"en": "Unknown organization",
"fi": "Tuntematon organisaatio"
}
}
},
{
"id": "eaea2938-672e-407e-b6fb-38254bd72b88",
"roles": [
"creator"
],
"person": {
"id": "e03ff4b7-19f3-4c4a-82b8-0106cdc9413c",
"name": "Jaakko Kukkonen"
},
"organization": {
"id": "4ad6fb80-b667-4878-810a-8a36b3fcb486",
"pref_label": {
"en": "Unknown organization",
"fi": "Tuntematon organisaatio"
}
}
},
{
"id": "9ed8eb49-f510-493a-ae2c-50335b023de1",
"roles": [
"publisher"
],
"organization": {
"id": "c38f5a06-5464-4f16-ad0a-65eda4ef32b8",
"pref_label": {
"en": "Zenodo"
}
}
}
],
"cumulative_state": 0,
"data_catalog": "urn:nbn:fi:att:data-catalog-tuni",
"description": {
"en": "This is the release of the community aerosol dynamics model MAFOR (v1.9.9) and the urban case dataset published with the GMD article (Matthias Karl, Liisa Pirjola, Tiia Grönholm, Mona Kurppa, Srinivasan Anand, Xiaole Zhang, Andreas Held, Rolf Sander, Miikka Dal Maso, David Topping, Shuai Jiang, Leena Kangas and Jaakko Kukkonen: \"Description and evaluation of the community aerosol dynamics model MAFOR v2.0\"). The program version v1.9.9 of the MAFOR model code was used in the article for simulation of the urban case scenario and three numerical experiments. The program is an open source code subject to the GPL-3 license."
},
"field_of_science": [
{
"id": "7e12a692-26de-4e3c-b28c-64f8a32ef40a",
"url": "http://www.yso.fi/onto/okm-tieteenala/ta114",
"in_scheme": "http://www.yso.fi/onto/okm-tieteenala/conceptscheme",
"pref_label": {
"en": "Physical sciences",
"fi": "Fysiikka",
"sv": "Fysik"
}
}
],
"infrastructure": [],
"issued": "2021-01-01",
"keyword": [
"Physical sciences"
],
"language": [
{
"id": "ec748146-3403-4a7f-adfe-bdbb1b889372",
"url": "http://lexvo.org/id/iso639-3/eng",
"in_scheme": "http://lexvo.org/id/",
"pref_label": {
"en": "English",
"fi": "englanti",
"sv": "engelska"
}
}
],
"metadata_owner": {
"id": "eb8aa44e-e16b-4c6c-ae4d-b9be524b58ed",
"organization": "service_tuni"
},
"other_identifiers": [
{
"notation": "f1ed3b39-d2fd-4df9-aff3-110e23fda5c2",
"metax_ids": []
}
],
"persistent_identifier": "doi:10.5281/zenodo.5718580",
"pid_generated_by_fairdata": false,
"projects": [],
"provenance": [],
"relation": [],
"remote_resources": [],
"spatial": [],
"state": "published",
"temporal": [],
"theme": [],
"title": {
"en": "Release of the community aerosol dynamics model MAFOR v2 and the urban case dataset published in Karl et al., GMD, 2021"
},
"created": "2025-01-28T17:01:33Z",
"modified": "2025-05-12T01:27:49Z",
"dataset_versions": [
{
"id": "26862243-b3ab-4c37-a865-6c4b518bcf30",
"title": {
"en": "Release of the community aerosol dynamics model MAFOR v2 and the urban case dataset published in Karl et al., GMD, 2021"
},
"persistent_identifier": "doi:10.5281/zenodo.5718580",
"state": "published",
"created": "2025-01-28T17:01:33Z",
"version": 1
}
],
"published_revision": 3,
"version": 1,
"api_version": 3,
"metadata_repository": "Fairdata"
},
{
"id": "a15bbdf9-95bb-4db5-a424-ec4b75fd2876",
"access_rights": {
"id": "ac941880-95a8-40b1-99d0-2d61c43dfb71",
"license": [
{
"id": "35b18e72-3819-4ec6-a1be-14624f29d968",
"url": "http://uri.suomi.fi/codelist/fairdata/license/code/CC-BY-4.0",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/license",
"pref_label": {
"en": "Creative Commons Attribution 4.0 International (CC BY 4.0)",
"fi": "Creative Commons Nimeä 4.0 Kansainvälinen (CC BY 4.0)"
}
}
],
"access_type": {
"id": "d01ac02c-fc70-4c68-9434-8383cb693ff0",
"url": "http://uri.suomi.fi/codelist/fairdata/access_type/code/open",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/access_type",
"pref_label": {
"en": "Open",
"fi": "Avoin"
}
},
"restriction_grounds": []
},
"actors": [
{
"id": "9bcc35e6-d9f2-467c-b78c-650d1c379e41",
"roles": [
"creator"
],
"person": {
"id": "67819481-994a-4198-a061-dc08fac2d23b",
"name": "Arjun Venkat Venkatakrishnan"
},
"organization": {
"id": "ea83ea7b-4d44-4d0b-b4ac-a8df3f00ae20",
"pref_label": {
"en": "Tampere University",
"fi": "Tampereen yliopisto",
"sv": "Tammerfors universitet",
"und": "Tampereen yliopisto"
},
"url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10122",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
}
},
{
"id": "80007c4a-1cb6-4e67-b443-8beb98f63018",
"roles": [
"creator"
],
"person": {
"id": "b3afd0de-973b-4239-ace3-3dd4af050882",
"name": "Pasi Pertilä"
},
"organization": {
"id": "ea83ea7b-4d44-4d0b-b4ac-a8df3f00ae20",
"pref_label": {
"en": "Tampere University",
"fi": "Tampereen yliopisto",
"sv": "Tammerfors universitet",
"und": "Tampereen yliopisto"
},
"url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10122",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
}
},
{
"id": "79bc99d3-a532-4142-bf0e-de0509a1f691",
"roles": [
"creator"
],
"person": {
"id": "25da0d24-2130-4979-a93f-72b98aed41ae",
"name": "Mikko Parviainen"
},
"organization": {
"id": "ea83ea7b-4d44-4d0b-b4ac-a8df3f00ae20",
"pref_label": {
"en": "Tampere University",
"fi": "Tampereen yliopisto",
"sv": "Tammerfors universitet",
"und": "Tampereen yliopisto"
},
"url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10122",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
}
},
{
"id": "c4d9c890-9e52-4e33-8334-43814f40ccfc",
"roles": [
"publisher"
],
"organization": {
"id": "34c279f9-9a57-401e-9817-24abd732259e",
"pref_label": {
"en": "Zenodo"
}
}
}
],
"cumulative_state": 0,
"data_catalog": "urn:nbn:fi:att:data-catalog-tuni",
"description": {
"en": "The TUNI-RCAIR dataset consists of impulse responses collected from different spaces in the Tampere university campus, Finland. Each folder represents a data collection environment, and it consists of impulse responses and recorded data in the form of wav files. Each space has its own three alphabet identifier, for example- Anechoic chamber is represented as AEC. The folder names indicate the space and corresponding identifier There are seven different data collection environments, and the distance between the source and receiver is varied thrice (0.7m, 1.4m, and 2.1m), which can be found in the names of the sub folders. Further details about the dataset, the characteristis of the space used for data collection, can be found in the page - https://tuni-rcair.github.io/ This dataset is accepted as a part of EUSIPCO 2021, the name of the corresponding paper is, \"Tampere University Rotated Circular Array Dataset\". The link to the paper will be updated. EUSIPCO paper DOI - https://doi.org/10.23919/EUSIPCO54536.2021.9616072 For citation please use - A. V. Venkatakrishnan, P. Pertilä and M. Parviainen, \"Tampere University Rotated Circular Array Dataset,\" 2021 29th European Signal Processing Conference (EUSIPCO), 2021, pp. 201-205, doi: 10.23919/EUSIPCO54536.2021.9616072."
},
"field_of_science": [
{
"id": "33d291b9-9b23-4192-b878-cffc210af1d3",
"url": "http://www.yso.fi/onto/okm-tieteenala/ta113",
"in_scheme": "http://www.yso.fi/onto/okm-tieteenala/conceptscheme",
"pref_label": {
"en": "Computer and information sciences",
"fi": "Tietojenkäsittely ja informaatiotieteet",
"sv": "Data- och informationsvetenskap"
}
}
],
"infrastructure": [],
"issued": "2021-11-29",
"keyword": [
"Computer and information sciences"
],
"language": [
{
"id": "ec748146-3403-4a7f-adfe-bdbb1b889372",
"url": "http://lexvo.org/id/iso639-3/eng",
"in_scheme": "http://lexvo.org/id/",
"pref_label": {
"en": "English",
"fi": "englanti",
"sv": "engelska"
}
}
],
"metadata_owner": {
"id": "eb8aa44e-e16b-4c6c-ae4d-b9be524b58ed",
"organization": "service_tuni"
},
"other_identifiers": [
{
"notation": "c35684b1-dd66-447c-bdd1-82eb0c3da3e0",
"metax_ids": []
}
],
"persistent_identifier": "doi:10.5281/zenodo.5242909",
"pid_generated_by_fairdata": false,
"projects": [],
"provenance": [],
"relation": [],
"remote_resources": [],
"spatial": [],
"state": "published",
"temporal": [],
"theme": [],
"title": {
"en": "Tampere University Rotated Circular Array Impulse Response Dataset(TUNI-RCAIR)"
},
"created": "2025-01-28T16:54:26Z",
"modified": "2025-05-12T01:27:43Z",
"dataset_versions": [
{
"id": "a15bbdf9-95bb-4db5-a424-ec4b75fd2876",
"title": {
"en": "Tampere University Rotated Circular Array Impulse Response Dataset(TUNI-RCAIR)"
},
"persistent_identifier": "doi:10.5281/zenodo.5242909",
"state": "published",
"created": "2025-01-28T16:54:26Z",
"version": 1
}
],
"published_revision": 3,
"version": 1,
"api_version": 3,
"metadata_repository": "Fairdata"
},
{
"id": "d6f596de-e5f9-499a-bf25-12b0d07fafa6",
"access_rights": {
"id": "0b716292-b703-4838-8ea4-c9a5e9095d55",
"license": [
{
"id": "35b18e72-3819-4ec6-a1be-14624f29d968",
"url": "http://uri.suomi.fi/codelist/fairdata/license/code/CC-BY-4.0",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/license",
"pref_label": {
"en": "Creative Commons Attribution 4.0 International (CC BY 4.0)",
"fi": "Creative Commons Nimeä 4.0 Kansainvälinen (CC BY 4.0)"
}
}
],
"access_type": {
"id": "d01ac02c-fc70-4c68-9434-8383cb693ff0",
"url": "http://uri.suomi.fi/codelist/fairdata/access_type/code/open",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/access_type",
"pref_label": {
"en": "Open",
"fi": "Avoin"
}
},
"restriction_grounds": []
},
"actors": [
{
"id": "618b732e-1caa-430c-85fd-3aeef44a8ea5",
"roles": [
"contributor"
],
"person": {
"id": "f72a8b5a-71c4-4c05-bad0-f3367f1b7e1a",
"name": "Marja-Liisa Halko"
},
"organization": {
"id": "7869e333-baa3-4d44-85ba-0508df8b6064",
"pref_label": {
"en": "Unknown organization",
"fi": "Tuntematon organisaatio"
}
}
},
{
"id": "7c818571-b80a-49fd-8cff-0db85b19874c",
"roles": [
"creator"
],
"person": {
"id": "6a6ae4c8-49e4-485a-ba33-b7a7bb6c5247",
"name": "Olli Lappalainen"
},
"organization": {
"id": "ea83ea7b-4d44-4d0b-b4ac-a8df3f00ae20",
"pref_label": {
"en": "Tampere University",
"fi": "Tampereen yliopisto",
"sv": "Tammerfors universitet",
"und": "Tampereen yliopisto"
},
"url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10122",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
}
},
{
"id": "0bf194f6-ec1b-45dc-81e7-b9d3bce8bf6e",
"roles": [
"contributor"
],
"person": {
"id": "07f2a302-ffaa-486c-9bc7-1fa999ca766e",
"name": "Lauri Sääksvuori"
},
"organization": {
"id": "7869e333-baa3-4d44-85ba-0508df8b6064",
"pref_label": {
"en": "Unknown organization",
"fi": "Tuntematon organisaatio"
}
}
},
{
"id": "f499f2d3-7857-4c95-bd1f-c0ca3998502d",
"roles": [
"publisher"
],
"organization": {
"id": "c42c429b-b0e5-4287-8240-a239e1cfe3f1",
"pref_label": {
"en": "Mendeley Data"
}
}
}
],
"cumulative_state": 0,
"data_catalog": "urn:nbn:fi:att:data-catalog-tuni",
"description": {
"en": "The file includes the data of the experiment described in Halko et. al. \"Do non-choice data reveal economic preferences? Evidence from biometric data and compensation-scheme choice\""
},
"field_of_science": [
{
"id": "df60b812-8951-4f38-944d-a1eff560ad85",
"url": "http://www.yso.fi/onto/okm-tieteenala/ta517",
"in_scheme": "http://www.yso.fi/onto/okm-tieteenala/conceptscheme",
"pref_label": {
"en": "Political science",
"fi": "Valtio-oppi, hallintotiede",
"sv": "Statsvetenskap"
}
}
],
"infrastructure": [],
"issued": "2021-06-04",
"keyword": [
"Political science"
],
"language": [
{
"id": "ec748146-3403-4a7f-adfe-bdbb1b889372",
"url": "http://lexvo.org/id/iso639-3/eng",
"in_scheme": "http://lexvo.org/id/",
"pref_label": {
"en": "English",
"fi": "englanti",
"sv": "engelska"
}
}
],
"metadata_owner": {
"id": "eb8aa44e-e16b-4c6c-ae4d-b9be524b58ed",
"organization": "service_tuni"
},
"other_identifiers": [
{
"notation": "c921c4fc-29c1-4cb1-84a4-c028da252e89",
"metax_ids": []
}
],
"persistent_identifier": "doi:10.17632/5h9mdnjfkw.1",
"pid_generated_by_fairdata": false,
"projects": [],
"provenance": [],
"relation": [],
"remote_resources": [],
"spatial": [],
"state": "published",
"temporal": [],
"theme": [],
"title": {
"en": "Data for: Do non-choice data reveal economic preferences? Evidence from biometric data and compensation-scheme choice"
},
"created": "2025-01-28T16:55:17Z",
"modified": "2025-05-12T01:27:36Z",
"dataset_versions": [
{
"id": "d6f596de-e5f9-499a-bf25-12b0d07fafa6",
"title": {
"en": "Data for: Do non-choice data reveal economic preferences? Evidence from biometric data and compensation-scheme choice"
},
"persistent_identifier": "doi:10.17632/5h9mdnjfkw.1",
"state": "published",
"created": "2025-01-28T16:55:17Z",
"version": 1
}
],
"published_revision": 3,
"version": 1,
"api_version": 3,
"metadata_repository": "Fairdata"
},
{
"id": "675646c6-78a0-4f29-a5d3-f2178ac80212",
"access_rights": {
"id": "89e114a8-8801-47b2-a921-3eac00f5a6eb",
"license": [
{
"id": "35b18e72-3819-4ec6-a1be-14624f29d968",
"url": "http://uri.suomi.fi/codelist/fairdata/license/code/CC-BY-4.0",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/license",
"pref_label": {
"en": "Creative Commons Attribution 4.0 International (CC BY 4.0)",
"fi": "Creative Commons Nimeä 4.0 Kansainvälinen (CC BY 4.0)"
}
}
],
"access_type": {
"id": "d01ac02c-fc70-4c68-9434-8383cb693ff0",
"url": "http://uri.suomi.fi/codelist/fairdata/access_type/code/open",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/access_type",
"pref_label": {
"en": "Open",
"fi": "Avoin"
}
},
"restriction_grounds": []
},
"actors": [
{
"id": "48409361-7c4c-43c1-b4d5-f02cc4b93e3c",
"roles": [
"creator"
],
"person": {
"id": "a6216d3f-0623-4c55-8599-cb54648df598",
"name": "Islam M. Tanash"
},
"organization": {
"id": "ea83ea7b-4d44-4d0b-b4ac-a8df3f00ae20",
"pref_label": {
"en": "Tampere University",
"fi": "Tampereen yliopisto",
"sv": "Tammerfors universitet",
"und": "Tampereen yliopisto"
},
"url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10122",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
}
},
{
"id": "924560c5-e019-4783-8708-64aa8ad9ea3a",
"roles": [
"creator"
],
"person": {
"id": "d153b500-579a-4732-b8a7-9ff0acf29813",
"name": "Taneli Riihonen"
},
"organization": {
"id": "ea83ea7b-4d44-4d0b-b4ac-a8df3f00ae20",
"pref_label": {
"en": "Tampere University",
"fi": "Tampereen yliopisto",
"sv": "Tammerfors universitet",
"und": "Tampereen yliopisto"
},
"url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10122",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
}
},
{
"id": "1f7a6149-8e81-499d-9e6a-c0b5fe4de3e4",
"roles": [
"publisher"
],
"organization": {
"id": "d1cd1417-7689-45e0-bd8f-698bf712e12d",
"pref_label": {
"en": "Zenodo"
}
}
}
],
"cumulative_state": 0,
"data_catalog": "urn:nbn:fi:att:data-catalog-tuni",
"description": {
"en": "This is a supplementary dataset for the publication: I. M. Tanash and T. Riihonen, \"Generalized Karagiannidis–Lioumpas Approximations and Bounds to the Gaussian Q-Function with Optimized Coefficients,\" in IEEE Communications Letters, in press. The dataset contains the sets of the optimized coefficients for the novel GKL minimax approximations and bounds of the Gaussian Q-function, and the optimized coefficients for the GKL approximations in terms of the total error. The corresponding optimized coefficients are found up to 10 terms (N=10) for the two variations of the absolute error and for the relative error in terms of the minimax and the total errors. The Matlab function (func_extract_coef.m) extracts the required set of optimal coefficients from the provided dataset according to the selected optimization_criterion, error_type, number of terms, the bound or approximation type, and the variation. See help func_extract_coef for more information. A Matlab script (Example.m) is also provided as an example to illustrate the use of the provided Matlab function in extracting the required coefficients from the dataset, to calculate and plot the corresponding minimax absolute error function which is shown by figure Example.jpg. Another example is given in the same script to extract the coefficients of the total relative error."
},
"field_of_science": [
{
"id": "5b789f2f-f545-497c-8354-c21a6718c723",
"url": "http://www.yso.fi/onto/okm-tieteenala/ta213",
"in_scheme": "http://www.yso.fi/onto/okm-tieteenala/conceptscheme",
"pref_label": {
"en": "Electronic, automation and communications engineering, electronics",
"fi": "Sähkö-, automaatio- ja tietoliikennetekniikka, elektroniikka",
"sv": "El-, automations- och telekommunikationsteknik, elektronik"
}
}
],
"infrastructure": [],
"issued": "2021-12-28",
"keyword": [
"Electronic automation and communications engineering electronics"
],
"language": [
{
"id": "ec748146-3403-4a7f-adfe-bdbb1b889372",
"url": "http://lexvo.org/id/iso639-3/eng",
"in_scheme": "http://lexvo.org/id/",
"pref_label": {
"en": "English",
"fi": "englanti",
"sv": "engelska"
}
}
],
"metadata_owner": {
"id": "eb8aa44e-e16b-4c6c-ae4d-b9be524b58ed",
"organization": "service_tuni"
},
"other_identifiers": [
{
"notation": "8764ab6a-0e65-4a08-83a8-0f2f5290aeec",
"metax_ids": []
}
],
"persistent_identifier": "doi:10.5281/zenodo.5806272",
"pid_generated_by_fairdata": false,
"projects": [],
"provenance": [],
"relation": [],
"remote_resources": [],
"spatial": [],
"state": "published",
"temporal": [],
"theme": [],
"title": {
"en": "Optimized Coefficients for the Generalized Karagiannidis–Lioumpas Approximations and Bounds to the Gaussian Q-Function"
},
"created": "2025-01-28T16:43:48Z",
"modified": "2025-05-12T01:27:31Z",
"dataset_versions": [
{
"id": "675646c6-78a0-4f29-a5d3-f2178ac80212",
"title": {
"en": "Optimized Coefficients for the Generalized Karagiannidis–Lioumpas Approximations and Bounds to the Gaussian Q-Function"
},
"persistent_identifier": "doi:10.5281/zenodo.5806272",
"state": "published",
"created": "2025-01-28T16:43:48Z",
"version": 1
}
],
"published_revision": 3,
"version": 1,
"api_version": 3,
"metadata_repository": "Fairdata"
},
{
"id": "d41b4143-bb4e-4546-848f-a08679892a2e",
"access_rights": {
"id": "f076028a-470a-414d-838b-167c3c277563",
"license": [
{
"id": "35b18e72-3819-4ec6-a1be-14624f29d968",
"url": "http://uri.suomi.fi/codelist/fairdata/license/code/CC-BY-4.0",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/license",
"pref_label": {
"en": "Creative Commons Attribution 4.0 International (CC BY 4.0)",
"fi": "Creative Commons Nimeä 4.0 Kansainvälinen (CC BY 4.0)"
}
}
],
"access_type": {
"id": "d01ac02c-fc70-4c68-9434-8383cb693ff0",
"url": "http://uri.suomi.fi/codelist/fairdata/access_type/code/open",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/access_type",
"pref_label": {
"en": "Open",
"fi": "Avoin"
}
},
"restriction_grounds": []
},
"actors": [
{
"id": "7b25cd3a-f16c-4264-853b-8f97eb962898",
"roles": [
"creator"
],
"person": {
"id": "5a9501ac-c9ed-4de1-a3af-8bd6381c0602",
"name": "Hiltunen Susanna"
},
"organization": {
"id": "2ae11dc0-c939-456f-9b85-07f731885107",
"pref_label": {
"en": "Unknown organization",
"fi": "Tuntematon organisaatio"
}
}
},
{
"id": "90ffcaeb-5ec7-4849-9558-a54fc0ddbcaa",
"roles": [
"creator"
],
"person": {
"id": "7b875d09-02dd-4139-adf0-98ffd579210a",
"name": "Jussi Repo"
},
"organization": {
"id": "ea83ea7b-4d44-4d0b-b4ac-a8df3f00ae20",
"pref_label": {
"en": "Tampere University",
"fi": "Tampereen yliopisto",
"sv": "Tammerfors universitet",
"und": "Tampereen yliopisto"
},
"url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10122",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
}
},
{
"id": "e5ae9d90-6936-4451-8920-b18412110dea",
"roles": [
"creator"
],
"person": {
"id": "42ca9402-9554-4e11-b053-307b0ded8f32",
"name": "Karjalainen Teemu"
},
"organization": {
"id": "2ae11dc0-c939-456f-9b85-07f731885107",
"pref_label": {
"en": "Unknown organization",
"fi": "Tuntematon organisaatio"
}
}
},
{
"id": "e4d735e8-c58e-4221-8942-b2036414ddef",
"roles": [
"creator"
],
"person": {
"id": "2ac59ee7-fc06-4ace-9ea9-a0bc67077506",
"name": "Kyrölä Kati"
},
"organization": {
"id": "2ae11dc0-c939-456f-9b85-07f731885107",
"pref_label": {
"en": "Unknown organization",
"fi": "Tuntematon organisaatio"
}
}
},
{
"id": "5ceeb210-906c-40f2-94dd-1f0679c3fa07",
"roles": [
"publisher"
],
"organization": {
"id": "dc355b06-8747-4f28-98cf-7075326c45c7",
"pref_label": {
"en": "figshare"
}
}
}
],
"cumulative_state": 0,
"data_catalog": "urn:nbn:fi:att:data-catalog-tuni",
"description": {
"en": "ObjectiveTotal hip arthroplasty (THA) affects pelvic posture and spinal alignment. These postural changes may further predispose patients to mechanical complications (MCs) after THA. The aim of this study was to conduct a systematic review to investigate whether any high-quality studies have assessed the association between sagittal spinal alignment and MCs after primary THA.MethodsInclusion criteria for studies were adult patients (age ≥18 years), primary THA, pre- and postoperative spinopelvic standing sagittal radiographs acquired preoperatively and at a minimum of 6-month follow-up, measurements of spinopelvic parameters, and reporting of possible MCs after THA. The review was conducted according to the Preferred Reporting Items for Systematic Reviews and Meta-analyses guidelines.ResultsSix articles met the inclusion criteria. Although several studies confirmed the importance of spinal alignment when planning THA, these mainly investigated pelvic mobility as a risk factor for THA dislocation. Radiological follow-up imaging practices varied, and studies focused on different individual spinopelvic parameters.ConclusionBased on our study findings, no conclusions can be drawn regarding the association between sagittal spinal alignment and MCs after primary THA. Further research is needed to improve our knowledge of the connection between MCs after THA and sagittal spinal alignment."
},
"field_of_science": [
{
"id": "894a47f8-9b97-4bae-b735-daf3817aeef3",
"url": "http://www.yso.fi/onto/okm-tieteenala/ta3126",
"in_scheme": "http://www.yso.fi/onto/okm-tieteenala/conceptscheme",
"pref_label": {
"en": "Surgery, anesthesiology, intensive care, radiology",
"fi": "Kirurgia, anestesiologia, tehohoito, radiologia",
"sv": "Kirurgi, anestesiologi, intensivvård, radiologi"
}
}
],
"infrastructure": [],
"issued": "2022-08-17",
"keyword": [
"Surgery anesthesiology intensive care radiology"
],
"language": [
{
"id": "ec748146-3403-4a7f-adfe-bdbb1b889372",
"url": "http://lexvo.org/id/iso639-3/eng",
"in_scheme": "http://lexvo.org/id/",
"pref_label": {
"en": "English",
"fi": "englanti",
"sv": "engelska"
}
}
],
"metadata_owner": {
"id": "eb8aa44e-e16b-4c6c-ae4d-b9be524b58ed",
"organization": "service_tuni"
},
"other_identifiers": [
{
"notation": "1ba88e23-9cac-4303-ac93-b6bd5c0f4dac",
"metax_ids": []
}
],
"persistent_identifier": "doi:10.25384/sage.c.6152560.v1",
"pid_generated_by_fairdata": false,
"projects": [],
"provenance": [],
"relation": [],
"remote_resources": [],
"spatial": [],
"state": "published",
"temporal": [],
"theme": [],
"title": {
"en": "Association between sagittal spinal alignment and mechanical complications after primary total hip arthroplasty: a systematic review"
},
"created": "2025-01-28T16:25:51Z",
"modified": "2025-05-12T01:27:05Z",
"dataset_versions": [
{
"id": "d41b4143-bb4e-4546-848f-a08679892a2e",
"title": {
"en": "Association between sagittal spinal alignment and mechanical complications after primary total hip arthroplasty: a systematic review"
},
"persistent_identifier": "doi:10.25384/sage.c.6152560.v1",
"state": "published",
"created": "2025-01-28T16:25:51Z",
"version": 1
}
],
"published_revision": 3,
"version": 1,
"api_version": 3,
"metadata_repository": "Fairdata"
},
{
"id": "e9bcc9a7-eed6-44bf-9596-7f47261f589c",
"access_rights": {
"id": "8ae904df-d48b-40fb-b62e-eedd39bc29fc",
"license": [
{
"id": "6142d0c6-945d-4085-b9f7-81e52afa253b",
"url": "http://uri.suomi.fi/codelist/fairdata/license/code/other",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/license",
"pref_label": {
"en": "Other",
"fi": "Muu"
}
}
],
"access_type": {
"id": "d01ac02c-fc70-4c68-9434-8383cb693ff0",
"url": "http://uri.suomi.fi/codelist/fairdata/access_type/code/open",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/access_type",
"pref_label": {
"en": "Open",
"fi": "Avoin"
}
},
"restriction_grounds": []
},
"actors": [
{
"id": "1c9108b0-49e4-4b1f-bcba-df11ba784917",
"roles": [
"creator"
],
"person": {
"id": "5db3798e-777c-4f01-b7c4-27974a009f4b",
"name": "Mikko Lehtimäki"
},
"organization": {
"id": "ea83ea7b-4d44-4d0b-b4ac-a8df3f00ae20",
"pref_label": {
"en": "Tampere University",
"fi": "Tampereen yliopisto",
"sv": "Tammerfors universitet",
"und": "Tampereen yliopisto"
},
"url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10122",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
}
},
{
"id": "6db6832c-4777-4c44-92ae-40e610788db5",
"roles": [
"creator"
],
"person": {
"id": "b37ca317-a954-43e1-9e21-456f56c4b20a",
"name": "Lassi Paunonen"
},
"organization": {
"id": "ea83ea7b-4d44-4d0b-b4ac-a8df3f00ae20",
"pref_label": {
"en": "Tampere University",
"fi": "Tampereen yliopisto",
"sv": "Tammerfors universitet",
"und": "Tampereen yliopisto"
},
"url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10122",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
}
},
{
"id": "896a5187-aa49-4f44-a2d4-544da5f1191e",
"roles": [
"creator"
],
"person": {
"id": "457d50e0-dc33-4055-bf7f-e2ab21b72701",
"name": "Marja-Leena Linne"
},
"organization": {
"id": "ea83ea7b-4d44-4d0b-b4ac-a8df3f00ae20",
"pref_label": {
"en": "Tampere University",
"fi": "Tampereen yliopisto",
"sv": "Tammerfors universitet",
"und": "Tampereen yliopisto"
},
"url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10122",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
}
},
{
"id": "93e45472-b1ee-452f-933f-8d83741b721e",
"roles": [
"publisher"
],
"organization": {
"id": "f437b933-f2d5-44cd-8b0e-cc71b6b8cb79",
"pref_label": {
"en": "Code Ocean"
}
}
}
],
"cumulative_state": 0,
"data_catalog": "urn:nbn:fi:att:data-catalog-tuni",
"description": {
"en": "Embedding nonlinear dynamical systems into artificial neural networks is a powerful new formalism for machine learning. By parameterizing ordinary differential equations (ODEs) as neural network layers, these Neural ODEs are memory-efficient to train, process time-series naturally and incorporate knowledge of physical systems into deep learning models. However, the practical applications of Neural ODEs are limited due to long inference times, because the outputs of the embedded ODE layers are computed numerically with differential equation solvers that can be computationally demanding. Here we show that mathematical model order reduction methods can be used for compressing and accelerating Neural ODEs by accurately simulating the continuous nonlinear dynamics in low-dimensional subspaces. We implement our novel compression method by developing Neural ODEs that integrate the necessary subspace-projection and interpolation operations as layers of the neural network. We validate our approach by comparing it to neuron pruning and SVD-based weight truncation methods from the literature in image and time-series classification tasks. The methods are evaluated by acceleration versus accuracy when adjusting the level of compression. On this spectrum, we achieve a favourable balance over existing methods by using model order reduction when compressing a convolutional Neural ODE. In compressing a recurrent Neural ODE, SVD-based weight truncation yields good performance. Based on our results, our integration of model order reduction with Neural ODEs can facilitate efficient, dynamical system-driven deep learning in resource-constrained applications."
},
"field_of_science": [
{
"id": "33d291b9-9b23-4192-b878-cffc210af1d3",
"url": "http://www.yso.fi/onto/okm-tieteenala/ta113",
"in_scheme": "http://www.yso.fi/onto/okm-tieteenala/conceptscheme",
"pref_label": {
"en": "Computer and information sciences",
"fi": "Tietojenkäsittely ja informaatiotieteet",
"sv": "Data- och informationsvetenskap"
}
}
],
"infrastructure": [],
"issued": "2022-05-30",
"keyword": [
"Computer and information sciences"
],
"language": [
{
"id": "ec748146-3403-4a7f-adfe-bdbb1b889372",
"url": "http://lexvo.org/id/iso639-3/eng",
"in_scheme": "http://lexvo.org/id/",
"pref_label": {
"en": "English",
"fi": "englanti",
"sv": "engelska"
}
}
],
"metadata_owner": {
"id": "eb8aa44e-e16b-4c6c-ae4d-b9be524b58ed",
"organization": "service_tuni"
},
"other_identifiers": [
{
"notation": "c9484e2f-bc59-4d70-a80a-565cdc8ca42b",
"metax_ids": []
}
],
"persistent_identifier": "doi:10.24433/co.6988092.v1",
"pid_generated_by_fairdata": false,
"projects": [],
"provenance": [],
"relation": [],
"remote_resources": [],
"spatial": [],
"state": "published",
"temporal": [],
"theme": [],
"title": {
"en": "Accelerating Neural ODEs using Model Order Reduction"
},
"created": "2025-01-28T16:55:23Z",
"modified": "2025-05-12T01:26:52Z",
"dataset_versions": [
{
"id": "e9bcc9a7-eed6-44bf-9596-7f47261f589c",
"title": {
"en": "Accelerating Neural ODEs using Model Order Reduction"
},
"persistent_identifier": "doi:10.24433/co.6988092.v1",
"state": "published",
"created": "2025-01-28T16:55:23Z",
"version": 1
}
],
"published_revision": 3,
"version": 1,
"api_version": 3,
"metadata_repository": "Fairdata"
},
{
"id": "9d58ebfb-5d88-4dc9-b238-c3f3aee192f6",
"access_rights": {
"id": "c0827fe1-8d0b-4c30-b800-d7a196902b2f",
"license": [
{
"id": "35b18e72-3819-4ec6-a1be-14624f29d968",
"url": "http://uri.suomi.fi/codelist/fairdata/license/code/CC-BY-4.0",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/license",
"pref_label": {
"en": "Creative Commons Attribution 4.0 International (CC BY 4.0)",
"fi": "Creative Commons Nimeä 4.0 Kansainvälinen (CC BY 4.0)"
}
}
],
"access_type": {
"id": "d01ac02c-fc70-4c68-9434-8383cb693ff0",
"url": "http://uri.suomi.fi/codelist/fairdata/access_type/code/open",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/access_type",
"pref_label": {
"en": "Open",
"fi": "Avoin"
}
},
"restriction_grounds": []
},
"actors": [
{
"id": "191d219b-d3ca-4656-97a0-4a8576b4faf8",
"roles": [
"creator"
],
"person": {
"id": "b91088eb-5a1d-4303-aff7-280384535f33",
"name": "Naiara Vazquez"
},
"organization": {
"id": "ea83ea7b-4d44-4d0b-b4ac-a8df3f00ae20",
"pref_label": {
"en": "Tampere University",
"fi": "Tampereen yliopisto",
"sv": "Tammerfors universitet",
"und": "Tampereen yliopisto"
},
"url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10122",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
}
},
{
"id": "4a2f8cfb-517c-467e-9b33-b00001e1b28f",
"roles": [
"creator"
],
"person": {
"id": "deead1ef-1507-4901-ab33-5408aaa647b0",
"name": "Matti Isakov"
},
"organization": {
"id": "ea83ea7b-4d44-4d0b-b4ac-a8df3f00ae20",
"pref_label": {
"en": "Tampere University",
"fi": "Tampereen yliopisto",
"sv": "Tammerfors universitet",
"und": "Tampereen yliopisto"
},
"url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10122",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
}
},
{
"id": "02f09755-e421-4806-a6e5-9c744aa6b3b8",
"roles": [
"creator"
],
"person": {
"id": "7f3d32d0-df56-4265-8b23-48316e95f33b",
"name": "Mikko Hokka"
},
"organization": {
"id": "ea83ea7b-4d44-4d0b-b4ac-a8df3f00ae20",
"pref_label": {
"en": "Tampere University",
"fi": "Tampereen yliopisto",
"sv": "Tammerfors universitet",
"und": "Tampereen yliopisto"
},
"url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10122",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
}
},
{
"id": "208ff7e1-5185-41f6-9ab9-181201811379",
"roles": [
"publisher"
],
"organization": {
"id": "f5e122f2-7e8f-4c5d-ad40-c04645a405e0",
"pref_label": {
"en": "Zenodo"
}
}
}
],
"cumulative_state": 0,
"data_catalog": "urn:nbn:fi:att:data-catalog-tuni",
"description": {
"en": "This publication comprise data obtained during a tension test where the strain rate was suddenly changed from 10-4 s-1 to 1.3x103 s-1. The sudden increase in strain rate was carried out at different amounts of plastic strain. The tests were carried out with a modified tension Split-Hopkinson Pressure bar device. The force was measured from the stress bars using strain gages, whereas the strain was measured using high speed photography and digital image correlation. The temperature was measured using high speed infrared imaging. The data is part of the original publication in Journal of Dynamic Behavior of Materials. The original manuscript is available at https://doi.org/10.1007/s40870-022-00333-y"
},
"field_of_science": [
{
"id": "58c407dd-b614-4d38-a92a-e6d9cdff7814",
"url": "http://www.yso.fi/onto/okm-tieteenala/ta216",
"in_scheme": "http://www.yso.fi/onto/okm-tieteenala/conceptscheme",
"pref_label": {
"en": "Materials engineering",
"fi": "Materiaalitekniikka",
"sv": "Materialteknik"
}
},
{
"id": "5219633e-4362-479e-b8c9-9ee72e7c8bf8",
"url": "http://www.yso.fi/onto/okm-tieteenala/ta218",
"in_scheme": "http://www.yso.fi/onto/okm-tieteenala/conceptscheme",
"pref_label": {
"en": "Environmental engineering",
"fi": "Ympäristötekniikka",
"sv": "Miljöteknik"
}
}
],
"infrastructure": [],
"issued": "2022-02-28",
"keyword": [
"Materials engineering",
"Environmental engineering"
],
"language": [
{
"id": "ec748146-3403-4a7f-adfe-bdbb1b889372",
"url": "http://lexvo.org/id/iso639-3/eng",
"in_scheme": "http://lexvo.org/id/",
"pref_label": {
"en": "English",
"fi": "englanti",
"sv": "engelska"
}
}
],
"metadata_owner": {
"id": "eb8aa44e-e16b-4c6c-ae4d-b9be524b58ed",
"organization": "service_tuni"
},
"other_identifiers": [
{
"notation": "5c916496-0f84-4cdf-8980-ba658211fa78",
"metax_ids": []
}
],
"persistent_identifier": "doi:10.5281/zenodo.5775407",
"pid_generated_by_fairdata": false,
"projects": [],
"provenance": [],
"relation": [],
"remote_resources": [],
"spatial": [],
"state": "published",
"temporal": [],
"theme": [],
"title": {
"en": "Stress, Strain, and Temperature measurement data for AISI 301 and AISI 316 stainless steels from tension tests with a sudden increase of strain rate"
},
"created": "2025-01-28T16:36:57Z",
"modified": "2025-05-12T01:26:46Z",
"dataset_versions": [
{
"id": "9d58ebfb-5d88-4dc9-b238-c3f3aee192f6",
"title": {
"en": "Stress, Strain, and Temperature measurement data for AISI 301 and AISI 316 stainless steels from tension tests with a sudden increase of strain rate"
},
"persistent_identifier": "doi:10.5281/zenodo.5775407",
"state": "published",
"created": "2025-01-28T16:36:57Z",
"version": 1
}
],
"published_revision": 3,
"version": 1,
"api_version": 3,
"metadata_repository": "Fairdata"
}
]
}
