{"id":"https://openalex.org/W4200114345","doi":"https://doi.org/10.1016/j.knosys.2021.107976","title":"Intra-domain and cross-domain transfer learning for time series data\u2014How transferable are the features?","display_name":"Intra-domain and cross-domain transfer learning for time series data\u2014How transferable are the features?","publication_year":2021,"publication_date":"2021-12-23","ids":{"openalex":"https://openalex.org/W4200114345","doi":"https://doi.org/10.1016/j.knosys.2021.107976"},"language":"en","primary_location":{"id":"doi:10.1016/j.knosys.2021.107976","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.knosys.2021.107976","pdf_url":null,"source":{"id":"https://openalex.org/S10169007","display_name":"Knowledge-Based Systems","issn_l":"0950-7051","issn":["0950-7051","1872-7409"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Knowledge-Based Systems","raw_type":"journal-article"},"type":"article","indexed_in":["arxiv","crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/2201.04449","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5040101364","display_name":"Erik Otovi\u0107","orcid":"https://orcid.org/0000-0001-5713-5879"},"institutions":[{"id":"https://openalex.org/I154347574","display_name":"University of Rijeka","ror":"https://ror.org/05r8dqr10","country_code":"HR","type":"education","lineage":["https://openalex.org/I154347574"]}],"countries":["HR"],"is_corresponding":false,"raw_author_name":"Erik Otovi\u0107","raw_affiliation_strings":["Department of Computer Engineering, Faculty of Engineering, University of Rijeka, Rijeka, Croatia"],"raw_orcid":"https://orcid.org/0000-0001-5713-5879","affiliations":[{"raw_affiliation_string":"Department of Computer Engineering, Faculty of Engineering, University of Rijeka, Rijeka, Croatia","institution_ids":["https://openalex.org/I154347574"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024925590","display_name":"Marko Njirjak","orcid":"https://orcid.org/0000-0003-0274-4866"},"institutions":[{"id":"https://openalex.org/I154347574","display_name":"University of Rijeka","ror":"https://ror.org/05r8dqr10","country_code":"HR","type":"education","lineage":["https://openalex.org/I154347574"]}],"countries":["HR"],"is_corresponding":false,"raw_author_name":"Marko Njirjak","raw_affiliation_strings":["Department of Computer Engineering, Faculty of Engineering, University of Rijeka, Rijeka, Croatia"],"raw_orcid":"https://orcid.org/0000-0003-0274-4866","affiliations":[{"raw_affiliation_string":"Department of Computer Engineering, Faculty of Engineering, University of Rijeka, Rijeka, Croatia","institution_ids":["https://openalex.org/I154347574"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5048933454","display_name":"Dario Jozinovi\u0107","orcid":"https://orcid.org/0000-0001-7443-3915"},"institutions":[{"id":"https://openalex.org/I119003972","display_name":"Roma Tre University","ror":"https://ror.org/05vf0dg29","country_code":"IT","type":"education","lineage":["https://openalex.org/I119003972"]},{"id":"https://openalex.org/I29078338","display_name":"Istituto Nazionale di Geofisica e Vulcanologia","ror":"https://ror.org/00qps9a02","country_code":"IT","type":"facility","lineage":["https://openalex.org/I29078338"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Dario Jozinovi\u0107","raw_affiliation_strings":["Department of Science, Roma Tre University, Rome, Italy","Istituto Nazionale di Geofisica e Vulcanologia, Rome, Italy"],"raw_orcid":"https://orcid.org/0000-0001-7443-3915","affiliations":[{"raw_affiliation_string":"Department of Science, Roma Tre University, Rome, Italy","institution_ids":["https://openalex.org/I119003972"]},{"raw_affiliation_string":"Istituto Nazionale di Geofisica e Vulcanologia, Rome, Italy","institution_ids":["https://openalex.org/I29078338"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088320075","display_name":"Goran Mau\u0161a","orcid":"https://orcid.org/0000-0002-0643-4577"},"institutions":[{"id":"https://openalex.org/I154347574","display_name":"University of Rijeka","ror":"https://ror.org/05r8dqr10","country_code":"HR","type":"education","lineage":["https://openalex.org/I154347574"]}],"countries":["HR"],"is_corresponding":false,"raw_author_name":"Goran Mau\u0161a","raw_affiliation_strings":["Department of Computer Engineering, Faculty of Engineering, University of Rijeka, Rijeka, Croatia","Center for Artificial Intelligence and Cybersecurity, University of Rijeka, Rijeka, Croatia"],"raw_orcid":"https://orcid.org/0000-0002-0643-4577","affiliations":[{"raw_affiliation_string":"Department of Computer Engineering, Faculty of Engineering, University of Rijeka, Rijeka, Croatia","institution_ids":["https://openalex.org/I154347574"]},{"raw_affiliation_string":"Center for Artificial Intelligence and Cybersecurity, University of Rijeka, Rijeka, Croatia","institution_ids":["https://openalex.org/I154347574"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088471936","display_name":"Alberto Michelini","orcid":"https://orcid.org/0000-0001-6716-8551"},"institutions":[{"id":"https://openalex.org/I29078338","display_name":"Istituto Nazionale di Geofisica e Vulcanologia","ror":"https://ror.org/00qps9a02","country_code":"IT","type":"facility","lineage":["https://openalex.org/I29078338"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Alberto Michelini","raw_affiliation_strings":["Istituto Nazionale di Geofisica e Vulcanologia, Rome, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Istituto Nazionale di Geofisica e Vulcanologia, Rome, Italy","institution_ids":["https://openalex.org/I29078338"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5081398821","display_name":"Ivan \u0160tajduhar","orcid":"https://orcid.org/0000-0003-4758-7972"},"institutions":[{"id":"https://openalex.org/I154347574","display_name":"University of Rijeka","ror":"https://ror.org/05r8dqr10","country_code":"HR","type":"education","lineage":["https://openalex.org/I154347574"]}],"countries":["HR"],"is_corresponding":true,"raw_author_name":"Ivan S\u0306tajduhar","raw_affiliation_strings":["Department of Computer Engineering, Faculty of Engineering, University of Rijeka, Rijeka, Croatia"],"raw_orcid":"https://orcid.org/0000-0003-4758-7972","affiliations":[{"raw_affiliation_string":"Department of Computer Engineering, Faculty of Engineering, University of Rijeka, Rijeka, Croatia","institution_ids":["https://openalex.org/I154347574"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5081398821"],"corresponding_institution_ids":["https://openalex.org/I154347574"],"apc_list":{"value":3130,"currency":"USD","value_usd":3130},"apc_paid":null,"fwci":4.9134,"has_fulltext":false,"cited_by_count":66,"citation_normalized_percentile":{"value":0.95883947,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":100},"biblio":{"volume":"239","issue":null,"first_page":"107976","last_page":"107976"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13018","display_name":"Seismology and Earthquake Studies","score":0.9919999837875366,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T13018","display_name":"Seismology and Earthquake Studies","score":0.9919999837875366,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T11307","display_name":"Domain Adaptation and Few-Shot Learning","score":0.9908000230789185,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.977400004863739,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/series","display_name":"Series (stratigraphy)","score":0.7364840507507324},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.6715330481529236},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5486834049224854},{"id":"https://openalex.org/keywords/transfer-of-learning","display_name":"Transfer of learning","score":0.4453410804271698},{"id":"https://openalex.org/keywords/transfer","display_name":"Transfer (computing)","score":0.41970324516296387},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.25867021083831787},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1739327311515808},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.07381033897399902}],"concepts":[{"id":"https://openalex.org/C143724316","wikidata":"https://www.wikidata.org/wiki/Q312468","display_name":"Series (stratigraphy)","level":2,"score":0.7364840507507324},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.6715330481529236},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5486834049224854},{"id":"https://openalex.org/C150899416","wikidata":"https://www.wikidata.org/wiki/Q1820378","display_name":"Transfer of learning","level":2,"score":0.4453410804271698},{"id":"https://openalex.org/C2776175482","wikidata":"https://www.wikidata.org/wiki/Q1195816","display_name":"Transfer (computing)","level":2,"score":0.41970324516296387},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.25867021083831787},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1739327311515808},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.07381033897399902},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1016/j.knosys.2021.107976","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.knosys.2021.107976","pdf_url":null,"source":{"id":"https://openalex.org/S10169007","display_name":"Knowledge-Based Systems","issn_l":"0950-7051","issn":["0950-7051","1872-7409"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Knowledge-Based Systems","raw_type":"journal-article"},{"id":"pmh:oai:arXiv.org:2201.04449","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2201.04449","pdf_url":"https://arxiv.org/pdf/2201.04449","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:2201.04449","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2201.04449","pdf_url":"https://arxiv.org/pdf/2201.04449","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G2143379086","display_name":"Machine Learning for Knowledge Transfer in Medical Radiology","funder_award_id":"IP-2020-02-3770","funder_id":"https://openalex.org/F4320322674","funder_display_name":"Hrvatska Zaklada za Znanost"},{"id":"https://openalex.org/G4501942651","display_name":"Dizajn kataliti\u010dki aktivnih peptida i peptidnih nanostruktura","funder_award_id":"DOK-2020-01-4659","funder_id":"https://openalex.org/F4320322674","funder_display_name":"Hrvatska Zaklada za Znanost"},{"id":"https://openalex.org/G5981250926","display_name":"Design of short catalytic peptides and peptide assemblies","funder_award_id":"UIP-2019-04-7999","funder_id":"https://openalex.org/F4320322674","funder_display_name":"Hrvatska Zaklada za Znanost"}],"funders":[{"id":"https://openalex.org/F4320320366","display_name":"European Cooperation in Science and Technology","ror":"https://ror.org/01bstzn19"},{"id":"https://openalex.org/F4320321873","display_name":"Ministero dell\u2019Istruzione, dell\u2019Universit\u00e0 e della Ricerca","ror":"https://ror.org/0166hxq48"},{"id":"https://openalex.org/F4320322674","display_name":"Hrvatska Zaklada za Znanost","ror":"https://ror.org/03n51vw80"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":45,"referenced_works":["https://openalex.org/W1565746575","https://openalex.org/W1705374184","https://openalex.org/W1980361506","https://openalex.org/W2155837945","https://openalex.org/W2163345210","https://openalex.org/W2165698076","https://openalex.org/W2180884865","https://openalex.org/W2346062110","https://openalex.org/W2473930607","https://openalex.org/W2726279040","https://openalex.org/W2762410434","https://openalex.org/W2783323081","https://openalex.org/W2784381726","https://openalex.org/W2792764867","https://openalex.org/W2795870271","https://openalex.org/W2797583228","https://openalex.org/W2803462565","https://openalex.org/W2891772212","https://openalex.org/W2898843852","https://openalex.org/W2905985412","https://openalex.org/W2913447624","https://openalex.org/W2922268266","https://openalex.org/W2947464817","https://openalex.org/W2978956171","https://openalex.org/W2980395728","https://openalex.org/W2987173766","https://openalex.org/W3047058391","https://openalex.org/W3097933861","https://openalex.org/W3102041920","https://openalex.org/W3163676459","https://openalex.org/W3209591213","https://openalex.org/W3210680570","https://openalex.org/W4233278670","https://openalex.org/W4252684946","https://openalex.org/W4255400378","https://openalex.org/W4288897534","https://openalex.org/W4365800072","https://openalex.org/W4393522481","https://openalex.org/W4393578162","https://openalex.org/W4393685617","https://openalex.org/W6757289885","https://openalex.org/W6760265301","https://openalex.org/W6761271220","https://openalex.org/W6781958842","https://openalex.org/W6893775661"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":8},{"year":2025,"cited_by_count":22},{"year":2024,"cited_by_count":11},{"year":2023,"cited_by_count":15},{"year":2022,"cited_by_count":9},{"year":2021,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}