{"id":"https://openalex.org/W3015327108","doi":"https://doi.org/10.1007/s00500-020-04939-z","title":"Deep learning: emerging trends, applications and research challenges","display_name":"Deep learning: emerging trends, applications and research challenges","publication_year":2020,"publication_date":"2020-04-11","ids":{"openalex":"https://openalex.org/W3015327108","doi":"https://doi.org/10.1007/s00500-020-04939-z","mag":"3015327108"},"language":"en","primary_location":{"id":"doi:10.1007/s00500-020-04939-z","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s00500-020-04939-z","pdf_url":"https://link.springer.com/content/pdf/10.1007/s00500-020-04939-z.pdf","source":{"id":"https://openalex.org/S65753830","display_name":"Soft Computing","issn_l":"1432-7643","issn":["1432-7643","1433-7479"],"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":"Soft Computing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://link.springer.com/content/pdf/10.1007/s00500-020-04939-z.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5038663636","display_name":"Mu\u2010Yen Chen","orcid":"https://orcid.org/0000-0002-3945-4363"},"institutions":[{"id":"https://openalex.org/I131948415","display_name":"National Taichung University of Science and Technology","ror":"https://ror.org/05bgcav40","country_code":"TW","type":"education","lineage":["https://openalex.org/I131948415"]}],"countries":["TW"],"is_corresponding":true,"raw_author_name":"Mu-Yen Chen","raw_affiliation_strings":["Department of Information Management, National Taichung University of Science and Technology, Taichung, Taiwan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Information Management, National Taichung University of Science and Technology, Taichung, Taiwan","institution_ids":["https://openalex.org/I131948415"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000576489","display_name":"Hsiu\u2010Sen Chiang","orcid":"https://orcid.org/0000-0003-0228-6826"},"institutions":[{"id":"https://openalex.org/I131948415","display_name":"National Taichung University of Science and Technology","ror":"https://ror.org/05bgcav40","country_code":"TW","type":"education","lineage":["https://openalex.org/I131948415"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Hsiu-Sen Chiang","raw_affiliation_strings":["Department of Information Management, National Taichung University of Science and Technology, Taichung, Taiwan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Information Management, National Taichung University of Science and Technology, Taichung, Taiwan","institution_ids":["https://openalex.org/I131948415"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010578654","display_name":"Edwin Lughofer","orcid":"https://orcid.org/0000-0003-1560-5136"},"institutions":[{"id":"https://openalex.org/I121883995","display_name":"Johannes Kepler University of Linz","ror":"https://ror.org/052r2xn60","country_code":"AT","type":"education","lineage":["https://openalex.org/I121883995"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"Edwin Lughofer","raw_affiliation_strings":["Department of Knowledge-Based Mathematical Systems, Johannes Kepler University Linz, Linz, Austria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Knowledge-Based Mathematical Systems, Johannes Kepler University Linz, Linz, Austria","institution_ids":["https://openalex.org/I121883995"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5000447912","display_name":"Erol E\u011frio\u011flu","orcid":"https://orcid.org/0000-0003-4301-4149"},"institutions":[{"id":"https://openalex.org/I148202161","display_name":"Giresun University","ror":"https://ror.org/05szaq822","country_code":"TR","type":"education","lineage":["https://openalex.org/I148202161"]},{"id":"https://openalex.org/I67415387","display_name":"Lancaster University","ror":"https://ror.org/04f2nsd36","country_code":"GB","type":"education","lineage":["https://openalex.org/I67415387"]}],"countries":["GB","TR"],"is_corresponding":false,"raw_author_name":"Erol Egrioglu","raw_affiliation_strings":["Department of Statistics, Giresun University, Giresun, Turkey","Management School Lancaster University, England, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Statistics, Giresun University, Giresun, Turkey","institution_ids":["https://openalex.org/I148202161"]},{"raw_affiliation_string":"Management School Lancaster University, England, UK","institution_ids":["https://openalex.org/I67415387"]}]}],"institutions":[],"countries_distinct_count":4,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5038663636"],"corresponding_institution_ids":["https://openalex.org/I131948415"],"apc_list":{"value":2990,"currency":"USD","value_usd":2990},"apc_paid":null,"fwci":8.2729,"has_fulltext":true,"cited_by_count":13,"citation_normalized_percentile":{"value":0.97157396,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"24","issue":"11","first_page":"7835","last_page":"7838"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T14254","display_name":"Digital Media and Visual Art","score":0.9980000257492065,"subfield":{"id":"https://openalex.org/subfields/1704","display_name":"Computer Graphics and Computer-Aided Design"},"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/T14254","display_name":"Digital Media and Visual Art","score":0.9980000257492065,"subfield":{"id":"https://openalex.org/subfields/1704","display_name":"Computer Graphics and Computer-Aided Design"},"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/T13731","display_name":"Advanced Computing and Algorithms","score":0.9785000085830688,"subfield":{"id":"https://openalex.org/subfields/3322","display_name":"Urban Studies"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T13567","display_name":"AI and Multimedia in Education","score":0.9707000255584717,"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/computer-science","display_name":"Computer science","score":0.502875030040741},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.42639437317848206},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4006495177745819},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.35126757621765137},{"id":"https://openalex.org/keywords/computer-architecture","display_name":"Computer architecture","score":0.3210933804512024}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.502875030040741},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.42639437317848206},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4006495177745819},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.35126757621765137},{"id":"https://openalex.org/C118524514","wikidata":"https://www.wikidata.org/wiki/Q173212","display_name":"Computer architecture","level":1,"score":0.3210933804512024}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s00500-020-04939-z","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s00500-020-04939-z","pdf_url":"https://link.springer.com/content/pdf/10.1007/s00500-020-04939-z.pdf","source":{"id":"https://openalex.org/S65753830","display_name":"Soft Computing","issn_l":"1432-7643","issn":["1432-7643","1433-7479"],"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":"Soft Computing","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1007/s00500-020-04939-z","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s00500-020-04939-z","pdf_url":"https://link.springer.com/content/pdf/10.1007/s00500-020-04939-z.pdf","source":{"id":"https://openalex.org/S65753830","display_name":"Soft Computing","issn_l":"1432-7643","issn":["1432-7643","1433-7479"],"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":"Soft Computing","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3015327108.pdf","grobid_xml":"https://content.openalex.org/works/W3015327108.grobid-xml"},"referenced_works_count":43,"referenced_works":["https://openalex.org/W2921343905","https://openalex.org/W2922351239","https://openalex.org/W2931696025","https://openalex.org/W2935942416","https://openalex.org/W2942951823","https://openalex.org/W2943806166","https://openalex.org/W2943864371","https://openalex.org/W2944862455","https://openalex.org/W2944979876","https://openalex.org/W2945936462","https://openalex.org/W2947396476","https://openalex.org/W2947888539","https://openalex.org/W2947889774","https://openalex.org/W2948429962","https://openalex.org/W2949001742","https://openalex.org/W2950559705","https://openalex.org/W2953086257","https://openalex.org/W2955026399","https://openalex.org/W2955603559","https://openalex.org/W2955731184","https://openalex.org/W2960184663","https://openalex.org/W2962599221","https://openalex.org/W2965615982","https://openalex.org/W2969097290","https://openalex.org/W2973697613","https://openalex.org/W2974912213","https://openalex.org/W2976013652","https://openalex.org/W2976122503","https://openalex.org/W2979513396","https://openalex.org/W2980932827","https://openalex.org/W2983294478","https://openalex.org/W2983917519","https://openalex.org/W2986888188","https://openalex.org/W2990245697","https://openalex.org/W2991627008","https://openalex.org/W2992981321","https://openalex.org/W2997300431","https://openalex.org/W3007486441","https://openalex.org/W3009683213","https://openalex.org/W3009942572","https://openalex.org/W3010301638","https://openalex.org/W3014985829","https://openalex.org/W3101459080"],"related_works":["https://openalex.org/W2731899572","https://openalex.org/W3215138031","https://openalex.org/W3009238340","https://openalex.org/W2939353110","https://openalex.org/W4321369474","https://openalex.org/W4360585206","https://openalex.org/W4285208911","https://openalex.org/W3082895349","https://openalex.org/W4213079790","https://openalex.org/W2248239756"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":5},{"year":2020,"cited_by_count":2}],"updated_date":"2026-07-23T08:03:31.855105","created_date":"2025-10-10T00:00:00"}