{"id":"https://openalex.org/W2981293741","doi":"https://doi.org/10.1007/s11257-019-09248-1","title":"User-adaptive models for activity and emotion recognition using deep transfer learning and data augmentation","display_name":"User-adaptive models for activity and emotion recognition using deep transfer learning and data augmentation","publication_year":2019,"publication_date":"2019-10-18","ids":{"openalex":"https://openalex.org/W2981293741","doi":"https://doi.org/10.1007/s11257-019-09248-1","mag":"2981293741"},"language":"en","primary_location":{"id":"doi:10.1007/s11257-019-09248-1","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s11257-019-09248-1","pdf_url":null,"source":{"id":"https://openalex.org/S160628929","display_name":"User Modeling and User-Adapted Interaction","issn_l":"0924-1868","issn":["0924-1868","1573-1391"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"User Modeling and User-Adapted Interaction","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://hdl.handle.net/11250/2991944","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5044655007","display_name":"Enrique Garcia-Ceja","orcid":"https://orcid.org/0000-0001-6864-8557"},"institutions":[{"id":"https://openalex.org/I173888879","display_name":"SINTEF","ror":"https://ror.org/01f677e56","country_code":"NO","type":"facility","lineage":["https://openalex.org/I173888879"]},{"id":"https://openalex.org/I4387930215","display_name":"SINTEF Digital","ror":"https://ror.org/028m52w57","country_code":null,"type":"facility","lineage":["https://openalex.org/I173888879","https://openalex.org/I4387930215"]}],"countries":["NO"],"is_corresponding":true,"raw_author_name":"Enrique Garcia-Ceja","raw_affiliation_strings":["SINTEF Digital, Oslo, Norway"],"affiliations":[{"raw_affiliation_string":"SINTEF Digital, Oslo, Norway","institution_ids":["https://openalex.org/I173888879","https://openalex.org/I4387930215"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102968267","display_name":"Michael A. Riegler","orcid":"https://orcid.org/0000-0002-3153-2064"},"institutions":[{"id":"https://openalex.org/I2799829267","display_name":"Simula Research Laboratory","ror":"https://ror.org/00vn06n10","country_code":"NO","type":"facility","lineage":["https://openalex.org/I2799829267"]},{"id":"https://openalex.org/I2800207870","display_name":"H\u00f8yskolen Kristiania","ror":"https://ror.org/03gss5916","country_code":"NO","type":"education","lineage":["https://openalex.org/I2800207870"]}],"countries":["NO"],"is_corresponding":false,"raw_author_name":"Michael Riegler","raw_affiliation_strings":["Kristiania University College, Oslo, Norway","Simula Research Laboratory, Oslo, Norway"],"affiliations":[{"raw_affiliation_string":"Kristiania University College, Oslo, Norway","institution_ids":["https://openalex.org/I2800207870"]},{"raw_affiliation_string":"Simula Research Laboratory, Oslo, Norway","institution_ids":["https://openalex.org/I2799829267"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5053507017","display_name":"Anders Kvalvik Kvernberg","orcid":null},"institutions":[{"id":"https://openalex.org/I184942183","display_name":"University of Oslo","ror":"https://ror.org/01xtthb56","country_code":"NO","type":"education","lineage":["https://openalex.org/I184942183"]}],"countries":["NO"],"is_corresponding":false,"raw_author_name":"Anders K. Kvernberg","raw_affiliation_strings":["Department of Informatics, University of Oslo, Oslo, Norway"],"affiliations":[{"raw_affiliation_string":"Department of Informatics, University of Oslo, Oslo, Norway","institution_ids":["https://openalex.org/I184942183"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5071144214","display_name":"Jim T\u00f8rresen","orcid":"https://orcid.org/0000-0003-0556-0288"},"institutions":[{"id":"https://openalex.org/I184942183","display_name":"University of Oslo","ror":"https://ror.org/01xtthb56","country_code":"NO","type":"education","lineage":["https://openalex.org/I184942183"]}],"countries":["NO"],"is_corresponding":false,"raw_author_name":"Jim Torresen","raw_affiliation_strings":["Department of Informatics and RITMO, University of Oslo, Oslo, Norway"],"affiliations":[{"raw_affiliation_string":"Department of Informatics and RITMO, University of Oslo, Oslo, Norway","institution_ids":["https://openalex.org/I184942183"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5044655007"],"corresponding_institution_ids":["https://openalex.org/I173888879","https://openalex.org/I4387930215"],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":null,"fwci":1.4311,"has_fulltext":false,"cited_by_count":31,"citation_normalized_percentile":{"value":0.8581879,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"30","issue":"3","first_page":"365","last_page":"393"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10444","display_name":"Context-Aware Activity Recognition Systems","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10444","display_name":"Context-Aware Activity Recognition Systems","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10667","display_name":"Emotion and Mood Recognition","score":0.9993000030517578,"subfield":{"id":"https://openalex.org/subfields/3205","display_name":"Experimental and Cognitive Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.9944000244140625,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7416167855262756},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.6695125699043274},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.6207361221313477},{"id":"https://openalex.org/keywords/transfer-of-learning","display_name":"Transfer of learning","score":0.5800644755363464},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5649298429489136},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.4664537310600281},{"id":"https://openalex.org/keywords/accelerometer","display_name":"Accelerometer","score":0.44194158911705017},{"id":"https://openalex.org/keywords/quality","display_name":"Quality (philosophy)","score":0.4347136914730072},{"id":"https://openalex.org/keywords/activity-recognition","display_name":"Activity recognition","score":0.42013370990753174},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.3650078773498535},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.1147395670413971}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7416167855262756},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.6695125699043274},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.6207361221313477},{"id":"https://openalex.org/C150899416","wikidata":"https://www.wikidata.org/wiki/Q1820378","display_name":"Transfer of learning","level":2,"score":0.5800644755363464},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5649298429489136},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.4664537310600281},{"id":"https://openalex.org/C89805583","wikidata":"https://www.wikidata.org/wiki/Q192940","display_name":"Accelerometer","level":2,"score":0.44194158911705017},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.4347136914730072},{"id":"https://openalex.org/C121687571","wikidata":"https://www.wikidata.org/wiki/Q4677630","display_name":"Activity recognition","level":2,"score":0.42013370990753174},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.3650078773498535},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.1147395670413971},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1007/s11257-019-09248-1","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s11257-019-09248-1","pdf_url":null,"source":{"id":"https://openalex.org/S160628929","display_name":"User Modeling and User-Adapted Interaction","issn_l":"0924-1868","issn":["0924-1868","1573-1391"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"User Modeling and User-Adapted Interaction","raw_type":"journal-article"},{"id":"pmh:oai:kristiania.brage.unit.no:11250/2991944","is_oa":true,"landing_page_url":"https://hdl.handle.net/11250/2991944","pdf_url":null,"source":{"id":"https://openalex.org/S4306401716","display_name":"Duo Research Archive (University of Oslo)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I184942183","host_organization_name":"University of Oslo","host_organization_lineage":["https://openalex.org/I184942183"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"1-29","raw_type":"info:eu-repo/semantics/other"},{"id":"pmh:oai:www.duo.uio.no:10852/85671","is_oa":true,"landing_page_url":"http://hdl.handle.net/10852/85671","pdf_url":null,"source":{"id":"https://openalex.org/S4306401717","display_name":"Duo Research Archive (University of Oslo)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I184942183","host_organization_name":"University of Oslo","host_organization_lineage":["https://openalex.org/I184942183"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"0924-1868","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"pmh:oai:kristiania.brage.unit.no:11250/2991944","is_oa":true,"landing_page_url":"https://hdl.handle.net/11250/2991944","pdf_url":null,"source":{"id":"https://openalex.org/S4306401716","display_name":"Duo Research Archive (University of Oslo)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I184942183","host_organization_name":"University of Oslo","host_organization_lineage":["https://openalex.org/I184942183"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"1-29","raw_type":"info:eu-repo/semantics/other"},"sustainable_development_goals":[{"display_name":"Gender equality","score":0.46000000834465027,"id":"https://metadata.un.org/sdg/5"}],"awards":[{"id":"https://openalex.org/G4443414398","display_name":null,"funder_award_id":"259293","funder_id":"https://openalex.org/F4320323299","funder_display_name":"Norges Forskningsr\u00e5d"}],"funders":[{"id":"https://openalex.org/F4320323299","display_name":"Norges Forskningsr\u00e5d","ror":"https://ror.org/00epmv149"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":61,"referenced_works":["https://openalex.org/W169052826","https://openalex.org/W175750906","https://openalex.org/W1479807131","https://openalex.org/W1522301498","https://openalex.org/W1575873342","https://openalex.org/W1921929190","https://openalex.org/W1968142161","https://openalex.org/W2002011878","https://openalex.org/W2005069458","https://openalex.org/W2017634428","https://openalex.org/W2031214791","https://openalex.org/W2049229728","https://openalex.org/W2069725995","https://openalex.org/W2074346659","https://openalex.org/W2074788634","https://openalex.org/W2084109136","https://openalex.org/W2099419573","https://openalex.org/W2099471712","https://openalex.org/W2101210369","https://openalex.org/W2105164027","https://openalex.org/W2111316763","https://openalex.org/W2112796928","https://openalex.org/W2119417805","https://openalex.org/W2121754148","https://openalex.org/W2124776405","https://openalex.org/W2127095067","https://openalex.org/W2129793335","https://openalex.org/W2132870461","https://openalex.org/W2144279833","https://openalex.org/W2148143831","https://openalex.org/W2150882603","https://openalex.org/W2156779545","https://openalex.org/W2158180452","https://openalex.org/W2163302275","https://openalex.org/W2165698076","https://openalex.org/W2192412620","https://openalex.org/W2253429366","https://openalex.org/W2293331206","https://openalex.org/W2295582178","https://openalex.org/W2338224285","https://openalex.org/W2338289743","https://openalex.org/W2400626766","https://openalex.org/W2425932535","https://openalex.org/W2514896623","https://openalex.org/W2537287150","https://openalex.org/W2540822603","https://openalex.org/W2584836558","https://openalex.org/W2598207902","https://openalex.org/W2606107235","https://openalex.org/W2624419954","https://openalex.org/W2732937366","https://openalex.org/W2743283820","https://openalex.org/W2785232201","https://openalex.org/W2788070224","https://openalex.org/W2794626975","https://openalex.org/W2795688948","https://openalex.org/W2890929258","https://openalex.org/W2898361544","https://openalex.org/W2898624786","https://openalex.org/W2964262254","https://openalex.org/W3098017922"],"related_works":["https://openalex.org/W2706752825","https://openalex.org/W4206357785","https://openalex.org/W4281381188","https://openalex.org/W3192840557","https://openalex.org/W2951211570","https://openalex.org/W4375928479","https://openalex.org/W3167935049","https://openalex.org/W3023427754","https://openalex.org/W3131673289","https://openalex.org/W3198847674"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":8},{"year":2022,"cited_by_count":7},{"year":2021,"cited_by_count":5},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":1}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}