{"id":"https://openalex.org/W2946064590","doi":"https://doi.org/10.1007/978-3-030-20257-6_23","title":"Image Classification Using Deep Neural Networks: Transfer Learning and the Handling of Unknown Images","display_name":"Image Classification Using Deep Neural Networks: Transfer Learning and the Handling of Unknown Images","publication_year":2019,"publication_date":"2019-01-01","ids":{"openalex":"https://openalex.org/W2946064590","doi":"https://doi.org/10.1007/978-3-030-20257-6_23","mag":"2946064590"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-030-20257-6_23","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-20257-6_23","pdf_url":null,"source":{"id":"https://openalex.org/S2764900261","display_name":"Communications in computer and information science","issn_l":"1865-0929","issn":["1865-0929","1865-0937"],"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":"Communications in Computer and Information 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/A5076274477","display_name":"Vedang Chauhan","orcid":"https://orcid.org/0000-0001-8807-962X"},"institutions":[{"id":"https://openalex.org/I19833938","display_name":"Western New England University","ror":"https://ror.org/007cnf143","country_code":"US","type":"education","lineage":["https://openalex.org/I19833938"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Vedang Chauhan","raw_affiliation_strings":["Western New England University, Springfield, MA, USA"],"raw_orcid":"https://orcid.org/0000-0001-8807-962X","affiliations":[{"raw_affiliation_string":"Western New England University, Springfield, MA, USA","institution_ids":["https://openalex.org/I19833938"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103170979","display_name":"Keyur D. Joshi","orcid":"https://orcid.org/0000-0003-0786-7881"},"institutions":[{"id":"https://openalex.org/I52527943","display_name":"Ahmedabad University","ror":"https://ror.org/02swff503","country_code":"IN","type":"education","lineage":["https://openalex.org/I52527943"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Keyur D. Joshi","raw_affiliation_strings":["Ahmedabad University, Ahmedabad, Gujarat, India"],"raw_orcid":"https://orcid.org/0000-0003-0786-7881","affiliations":[{"raw_affiliation_string":"Ahmedabad University, Ahmedabad, Gujarat, India","institution_ids":["https://openalex.org/I52527943"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5037585018","display_name":"Brian Surgenor","orcid":"https://orcid.org/0000-0002-3603-5390"},"institutions":[{"id":"https://openalex.org/I204722609","display_name":"Queen's University","ror":"https://ror.org/02y72wh86","country_code":"CA","type":"education","lineage":["https://openalex.org/I204722609"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Brian Surgenor","raw_affiliation_strings":["Queen\u2019s University, Kingston, ON, Canada","Queen's University, Kingston, ON, Canada"],"raw_orcid":"https://orcid.org/0000-0002-3603-5390","affiliations":[{"raw_affiliation_string":"Queen\u2019s University, Kingston, ON, Canada","institution_ids":["https://openalex.org/I204722609"]},{"raw_affiliation_string":"Queen's University, Kingston, ON, Canada","institution_ids":["https://openalex.org/I204722609"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5076274477"],"corresponding_institution_ids":["https://openalex.org/I19833938"],"apc_list":null,"apc_paid":null,"fwci":1.1017,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.79671637,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"274","last_page":"285"},"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":0.9969000220298767,"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":0.9969000220298767,"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/T11775","display_name":"COVID-19 diagnosis using AI","score":0.9966999888420105,"subfield":{"id":"https://openalex.org/subfields/2741","display_name":"Radiology, Nuclear Medicine and Imaging"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T10036","display_name":"Advanced Neural Network Applications","score":0.996399998664856,"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/transfer-of-learning","display_name":"Transfer of learning","score":0.8605366945266724},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8050074577331543},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7553563714027405},{"id":"https://openalex.org/keywords/scratch","display_name":"Scratch","score":0.6920839548110962},{"id":"https://openalex.org/keywords/robustness","display_name":"Robustness (evolution)","score":0.6746946573257446},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.6581518650054932},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5884450674057007},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.551266610622406},{"id":"https://openalex.org/keywords/contextual-image-classification","display_name":"Contextual image classification","score":0.5299989581108093},{"id":"https://openalex.org/keywords/training-set","display_name":"Training set","score":0.5120647549629211},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5094490647315979},{"id":"https://openalex.org/keywords/deep-neural-networks","display_name":"Deep neural networks","score":0.45968008041381836},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.4475763142108917},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.3691105246543884}],"concepts":[{"id":"https://openalex.org/C150899416","wikidata":"https://www.wikidata.org/wiki/Q1820378","display_name":"Transfer of learning","level":2,"score":0.8605366945266724},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8050074577331543},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7553563714027405},{"id":"https://openalex.org/C2781235140","wikidata":"https://www.wikidata.org/wiki/Q275131","display_name":"Scratch","level":2,"score":0.6920839548110962},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.6746946573257446},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.6581518650054932},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5884450674057007},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.551266610622406},{"id":"https://openalex.org/C75294576","wikidata":"https://www.wikidata.org/wiki/Q5165192","display_name":"Contextual image classification","level":3,"score":0.5299989581108093},{"id":"https://openalex.org/C51632099","wikidata":"https://www.wikidata.org/wiki/Q3985153","display_name":"Training set","level":2,"score":0.5120647549629211},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5094490647315979},{"id":"https://openalex.org/C2984842247","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep neural networks","level":3,"score":0.45968008041381836},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.4475763142108917},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.3691105246543884},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"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/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-030-20257-6_23","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-20257-6_23","pdf_url":null,"source":{"id":"https://openalex.org/S2764900261","display_name":"Communications in computer and information science","issn_l":"1865-0929","issn":["1865-0929","1865-0937"],"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":"Communications in Computer and Information Science","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":22,"referenced_works":["https://openalex.org/W1515477905","https://openalex.org/W1673923490","https://openalex.org/W1932198206","https://openalex.org/W2060099436","https://openalex.org/W2076462394","https://openalex.org/W2097117768","https://openalex.org/W2102166818","https://openalex.org/W2112796928","https://openalex.org/W2117539524","https://openalex.org/W2141125852","https://openalex.org/W2163605009","https://openalex.org/W2165698076","https://openalex.org/W2191588813","https://openalex.org/W2300242332","https://openalex.org/W2536201449","https://openalex.org/W2740236408","https://openalex.org/W2798150676","https://openalex.org/W2883175617","https://openalex.org/W2919115771","https://openalex.org/W2949667497","https://openalex.org/W4252504003","https://openalex.org/W4255421341"],"related_works":["https://openalex.org/W2578444090","https://openalex.org/W3176438653","https://openalex.org/W2963548962","https://openalex.org/W2981628807","https://openalex.org/W3012393889","https://openalex.org/W4379875147","https://openalex.org/W3189091156","https://openalex.org/W4386087993","https://openalex.org/W3014041368","https://openalex.org/W2910234612"],"abstract_inverted_index":null,"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":2}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}
