{"id":"https://openalex.org/W2766774700","doi":"https://doi.org/10.1007/978-3-319-69900-4_72","title":"Performance of Deep Learning Algorithms vs. Shallow Models, in Extreme Conditions - Some Empirical Studies","display_name":"Performance of Deep Learning Algorithms vs. Shallow Models, in Extreme Conditions - Some Empirical Studies","publication_year":2017,"publication_date":"2017-01-01","ids":{"openalex":"https://openalex.org/W2766774700","doi":"https://doi.org/10.1007/978-3-319-69900-4_72","mag":"2766774700"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-319-69900-4_72","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-319-69900-4_72","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":"conference-paper","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/A5107193493","display_name":"Samik Banerjee","orcid":"https://orcid.org/0000-0003-2325-1489"},"institutions":[{"id":"https://openalex.org/I24676775","display_name":"Indian Institute of Technology Madras","ror":"https://ror.org/03v0r5n49","country_code":"IN","type":"education","lineage":["https://openalex.org/I24676775"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Samik Banerjee","raw_affiliation_strings":["Indian Institute of Technology Madras, Chennai, 600036, India"],"raw_orcid":"https://orcid.org/0000-0003-2325-1489","affiliations":[{"raw_affiliation_string":"Indian Institute of Technology Madras, Chennai, 600036, India","institution_ids":["https://openalex.org/I24676775"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5002596993","display_name":"Prateep Bhattacharjee","orcid":"https://orcid.org/0000-0003-1319-3430"},"institutions":[{"id":"https://openalex.org/I24676775","display_name":"Indian Institute of Technology Madras","ror":"https://ror.org/03v0r5n49","country_code":"IN","type":"education","lineage":["https://openalex.org/I24676775"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Prateep Bhattacharjee","raw_affiliation_strings":["Indian Institute of Technology Madras, Chennai, 600036, India"],"raw_orcid":"https://orcid.org/0000-0003-1319-3430","affiliations":[{"raw_affiliation_string":"Indian Institute of Technology Madras, Chennai, 600036, India","institution_ids":["https://openalex.org/I24676775"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5000019969","display_name":"Sukhendu Das","orcid":"https://orcid.org/0000-0002-2823-9211"},"institutions":[{"id":"https://openalex.org/I24676775","display_name":"Indian Institute of Technology Madras","ror":"https://ror.org/03v0r5n49","country_code":"IN","type":"education","lineage":["https://openalex.org/I24676775"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Sukhendu Das","raw_affiliation_strings":["Indian Institute of Technology Madras, Chennai, 600036, India"],"raw_orcid":"https://orcid.org/0000-0002-2823-9211","affiliations":[{"raw_affiliation_string":"Indian Institute of Technology Madras, Chennai, 600036, India","institution_ids":["https://openalex.org/I24676775"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5107193493"],"corresponding_institution_ids":["https://openalex.org/I24676775"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":0.2387,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.61971997,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"565","last_page":"574"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10812","display_name":"Human Pose and Action Recognition","score":0.9997000098228455,"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/T10812","display_name":"Human Pose and Action Recognition","score":0.9997000098228455,"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/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9994000196456909,"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/T10331","display_name":"Video Surveillance and Tracking Methods","score":0.9980999827384949,"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":0.8138175010681152},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.49703481793403625},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4199222922325134}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8138175010681152},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.49703481793403625},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4199222922325134}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-319-69900-4_72","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-319-69900-4_72","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":[{"score":0.8100000023841858,"display_name":"Peace, Justice and strong institutions","id":"https://metadata.un.org/sdg/16"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":26,"referenced_works":["https://openalex.org/W1480376833","https://openalex.org/W1579279110","https://openalex.org/W1608401492","https://openalex.org/W1670263352","https://openalex.org/W1678889691","https://openalex.org/W1686810756","https://openalex.org/W1998808035","https://openalex.org/W2016053056","https://openalex.org/W2033020033","https://openalex.org/W2101057528","https://openalex.org/W2119821739","https://openalex.org/W2145287260","https://openalex.org/W2147800946","https://openalex.org/W2161969291","https://openalex.org/W2163605009","https://openalex.org/W2467594208","https://openalex.org/W2507920704","https://openalex.org/W2546686227","https://openalex.org/W2550848904","https://openalex.org/W2919115771","https://openalex.org/W2951084305","https://openalex.org/W2962706528","https://openalex.org/W4213116910","https://openalex.org/W6600862597","https://openalex.org/W6605520847","https://openalex.org/W6607090173"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W2051487156","https://openalex.org/W2073681303","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W2382290278","https://openalex.org/W2478288626","https://openalex.org/W4391913857"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2020,"cited_by_count":2},{"year":2017,"cited_by_count":1}],"updated_date":"2026-08-04T08:18:43.703281","created_date":"2025-10-10T00:00:00"}