{"id":"https://openalex.org/W2096422372","doi":"https://doi.org/10.1007/978-3-319-11179-7_34","title":"Improving Deep Neural Network Performance by Reusing Features Trained with Transductive Transference","display_name":"Improving Deep Neural Network Performance by Reusing Features Trained with Transductive Transference","publication_year":2014,"publication_date":"2014-01-01","ids":{"openalex":"https://openalex.org/W2096422372","doi":"https://doi.org/10.1007/978-3-319-11179-7_34","mag":"2096422372"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-319-11179-7_34","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-319-11179-7_34","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"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":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"type":"book-chapter","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5012244391","display_name":"Chetak Kandaswamy","orcid":"https://orcid.org/0000-0002-4825-5585"},"institutions":[{"id":"https://openalex.org/I4210121509","display_name":"Institute of Mechanical Engineering and Industrial Mangement","ror":"https://ror.org/02pk7c879","country_code":"PT","type":"facility","lineage":["https://openalex.org/I182534213","https://openalex.org/I4210121509"]}],"countries":["PT"],"is_corresponding":true,"raw_author_name":"Chetak Kandaswamy","raw_affiliation_strings":["Dep. de Engenharia, Electronica e de Computadores at FEUP, Porto, Portugal","Instituto de Engenharia Biom\u00e9dica (INEB), Porto, Portugal"],"affiliations":[{"raw_affiliation_string":"Dep. de Engenharia, Electronica e de Computadores at FEUP, Porto, Portugal","institution_ids":[]},{"raw_affiliation_string":"Instituto de Engenharia Biom\u00e9dica (INEB), Porto, Portugal","institution_ids":["https://openalex.org/I4210121509"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068291255","display_name":"Lu\u00eds M. Silva","orcid":"https://orcid.org/0000-0001-9677-4315"},"institutions":[{"id":"https://openalex.org/I4210121509","display_name":"Institute of Mechanical Engineering and Industrial Mangement","ror":"https://ror.org/02pk7c879","country_code":"PT","type":"facility","lineage":["https://openalex.org/I182534213","https://openalex.org/I4210121509"]},{"id":"https://openalex.org/I60858718","display_name":"University of Aveiro","ror":"https://ror.org/00nt41z93","country_code":"PT","type":"education","lineage":["https://openalex.org/I60858718"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Lu\u00eds M. Silva","raw_affiliation_strings":["Dep. de Matem\u00e1tica at Universidade de Aveiro, Portugal","Instituto de Engenharia Biom\u00e9dica (INEB), Porto, Portugal"],"affiliations":[{"raw_affiliation_string":"Dep. de Matem\u00e1tica at Universidade de Aveiro, Portugal","institution_ids":["https://openalex.org/I60858718"]},{"raw_affiliation_string":"Instituto de Engenharia Biom\u00e9dica (INEB), Porto, Portugal","institution_ids":["https://openalex.org/I4210121509"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009791474","display_name":"Lu\u0131\u0301s A. Alexandre","orcid":"https://orcid.org/0000-0002-5133-5025"},"institutions":[{"id":"https://openalex.org/I161321875","display_name":"University of Beira Interior","ror":"https://ror.org/03nf36p02","country_code":"PT","type":"education","lineage":["https://openalex.org/I161321875"]},{"id":"https://openalex.org/I4210120471","display_name":"Instituto de Telecomunica\u00e7\u00f5es","ror":"https://ror.org/02ht4fk33","country_code":"PT","type":"nonprofit","lineage":["https://openalex.org/I4210120471"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Lu\u00eds A. Alexandre","raw_affiliation_strings":["Universidade da Beira Interior and Instituto de Telecomunica\u00e7\u00f5es, Covilh\u00e3, Portugal"],"affiliations":[{"raw_affiliation_string":"Universidade da Beira Interior and Instituto de Telecomunica\u00e7\u00f5es, Covilh\u00e3, Portugal","institution_ids":["https://openalex.org/I161321875","https://openalex.org/I4210120471"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100761750","display_name":"Jorge M. Santos","orcid":"https://orcid.org/0000-0002-2760-7756"},"institutions":[{"id":"https://openalex.org/I11193315","display_name":"Instituto Superior de Contabilidade e Administracao do Porto","ror":"https://ror.org/00wg3s094","country_code":"PT","type":"education","lineage":["https://openalex.org/I11193315"]},{"id":"https://openalex.org/I4210121509","display_name":"Institute of Mechanical Engineering and Industrial Mangement","ror":"https://ror.org/02pk7c879","country_code":"PT","type":"facility","lineage":["https://openalex.org/I182534213","https://openalex.org/I4210121509"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Jorge M. Santos","raw_affiliation_strings":["Dep. de Matem\u00e1tica at Instituto, Superior de Engenharia do Instituto Polit\u00e9cnico do Porto, Portugal","Instituto de Engenharia Biom\u00e9dica (INEB), Porto, Portugal"],"affiliations":[{"raw_affiliation_string":"Dep. de Matem\u00e1tica at Instituto, Superior de Engenharia do Instituto Polit\u00e9cnico do Porto, Portugal","institution_ids":["https://openalex.org/I11193315"]},{"raw_affiliation_string":"Instituto de Engenharia Biom\u00e9dica (INEB), Porto, Portugal","institution_ids":["https://openalex.org/I4210121509"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5086534417","display_name":"Joaquim Marques de S\u00e1","orcid":null},"institutions":[{"id":"https://openalex.org/I4210121509","display_name":"Institute of Mechanical Engineering and Industrial Mangement","ror":"https://ror.org/02pk7c879","country_code":"PT","type":"facility","lineage":["https://openalex.org/I182534213","https://openalex.org/I4210121509"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Joaquim Marques de S\u00e1","raw_affiliation_strings":["Dep. de Engenharia, Electronica e de Computadores at FEUP, Porto, Portugal","Instituto de Engenharia Biom\u00e9dica (INEB), Porto, Portugal"],"affiliations":[{"raw_affiliation_string":"Dep. de Engenharia, Electronica e de Computadores at FEUP, Porto, Portugal","institution_ids":[]},{"raw_affiliation_string":"Instituto de Engenharia Biom\u00e9dica (INEB), Porto, Portugal","institution_ids":["https://openalex.org/I4210121509"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5012244391"],"corresponding_institution_ids":["https://openalex.org/I4210121509"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":8.3412,"has_fulltext":false,"cited_by_count":52,"citation_normalized_percentile":{"value":0.98142473,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"265","last_page":"272"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11307","display_name":"Domain Adaptation and Few-Shot Learning","score":0.9993000030517578,"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/T11307","display_name":"Domain Adaptation and Few-Shot Learning","score":0.9993000030517578,"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/T10627","display_name":"Advanced Image and Video Retrieval Techniques","score":0.9958999752998352,"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/T10036","display_name":"Advanced Neural Network Applications","score":0.9951000213623047,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8721358180046082},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7841252088546753},{"id":"https://openalex.org/keywords/autoencoder","display_name":"Autoencoder","score":0.6425305604934692},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.5917572975158691},{"id":"https://openalex.org/keywords/transfer-of-learning","display_name":"Transfer of learning","score":0.5801992416381836},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5124261975288391},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5025820732116699},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.5001349449157715},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.48146072030067444},{"id":"https://openalex.org/keywords/computation","display_name":"Computation","score":0.462897926568985},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.45053809881210327},{"id":"https://openalex.org/keywords/layer","display_name":"Layer (electronics)","score":0.44642025232315063},{"id":"https://openalex.org/keywords/reuse","display_name":"Reuse","score":0.4405752718448639},{"id":"https://openalex.org/keywords/unsupervised-learning","display_name":"Unsupervised learning","score":0.42441874742507935},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.09825292229652405}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8721358180046082},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7841252088546753},{"id":"https://openalex.org/C101738243","wikidata":"https://www.wikidata.org/wiki/Q786435","display_name":"Autoencoder","level":3,"score":0.6425305604934692},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.5917572975158691},{"id":"https://openalex.org/C150899416","wikidata":"https://www.wikidata.org/wiki/Q1820378","display_name":"Transfer of learning","level":2,"score":0.5801992416381836},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5124261975288391},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5025820732116699},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.5001349449157715},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.48146072030067444},{"id":"https://openalex.org/C45374587","wikidata":"https://www.wikidata.org/wiki/Q12525525","display_name":"Computation","level":2,"score":0.462897926568985},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.45053809881210327},{"id":"https://openalex.org/C2779227376","wikidata":"https://www.wikidata.org/wiki/Q6505497","display_name":"Layer (electronics)","level":2,"score":0.44642025232315063},{"id":"https://openalex.org/C206588197","wikidata":"https://www.wikidata.org/wiki/Q846574","display_name":"Reuse","level":2,"score":0.4405752718448639},{"id":"https://openalex.org/C8038995","wikidata":"https://www.wikidata.org/wiki/Q1152135","display_name":"Unsupervised learning","level":2,"score":0.42441874742507935},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.09825292229652405},{"id":"https://openalex.org/C178790620","wikidata":"https://www.wikidata.org/wiki/Q11351","display_name":"Organic chemistry","level":1,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","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/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-319-11179-7_34","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-319-11179-7_34","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"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":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":8,"referenced_works":["https://openalex.org/W1579279110","https://openalex.org/W1993799640","https://openalex.org/W2072128103","https://openalex.org/W2112796928","https://openalex.org/W2145094598","https://openalex.org/W2149298154","https://openalex.org/W2159570078","https://openalex.org/W2163922914"],"related_works":["https://openalex.org/W3183901164","https://openalex.org/W2951211570","https://openalex.org/W3135818718","https://openalex.org/W4290188444","https://openalex.org/W3003905048","https://openalex.org/W2253429366","https://openalex.org/W3127975138","https://openalex.org/W2806873178","https://openalex.org/W2965146396","https://openalex.org/W2770818364"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":7},{"year":2020,"cited_by_count":6},{"year":2019,"cited_by_count":4},{"year":2018,"cited_by_count":4},{"year":2017,"cited_by_count":8},{"year":2016,"cited_by_count":7},{"year":2015,"cited_by_count":7},{"year":2014,"cited_by_count":1}],"updated_date":"2026-04-03T22:45:19.894376","created_date":"2025-10-10T00:00:00"}