{"id":"https://openalex.org/W4385700549","doi":"https://doi.org/10.1007/s11042-023-16382-x","title":"Adventures in data analysis: a systematic review of Deep Learning techniques for pattern recognition in cyber-physical-social systems","display_name":"Adventures in data analysis: a systematic review of Deep Learning techniques for pattern recognition in cyber-physical-social systems","publication_year":2023,"publication_date":"2023-08-09","ids":{"openalex":"https://openalex.org/W4385700549","doi":"https://doi.org/10.1007/s11042-023-16382-x"},"language":"en","primary_location":{"id":"doi:10.1007/s11042-023-16382-x","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s11042-023-16382-x","pdf_url":null,"source":{"id":"https://openalex.org/S110206669","display_name":"Multimedia Tools and Applications","issn_l":"1380-7501","issn":["1380-7501","1573-7721"],"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":"Multimedia Tools and Applications","raw_type":"journal-article"},"type":"review","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/A5060877186","display_name":"Zahra Mohtasham\u2010Amiri","orcid":"https://orcid.org/0000-0002-4896-6248"},"institutions":[{"id":"https://openalex.org/I1293555014","display_name":"Islamic Azad University of Tabriz","ror":"https://ror.org/04hnf9a51","country_code":"IR","type":"education","lineage":["https://openalex.org/I110525433","https://openalex.org/I1293555014"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"Zahra Amiri","raw_affiliation_strings":["Department of Computer Engineering, Tabriz Branch, Islamic Azad University, Tabriz, Iran"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Engineering, Tabriz Branch, Islamic Azad University, Tabriz, Iran","institution_ids":["https://openalex.org/I1293555014"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086695777","display_name":"Arash Heidari","orcid":"https://orcid.org/0000-0003-4279-8551"},"institutions":[{"id":"https://openalex.org/I1293555014","display_name":"Islamic Azad University of Tabriz","ror":"https://ror.org/04hnf9a51","country_code":"IR","type":"education","lineage":["https://openalex.org/I110525433","https://openalex.org/I1293555014"]},{"id":"https://openalex.org/I25010766","display_name":"Hali\u00e7 University","ror":"https://ror.org/022xhck05","country_code":"TR","type":"education","lineage":["https://openalex.org/I25010766"]}],"countries":["IR","TR"],"is_corresponding":true,"raw_author_name":"Arash Heidari","raw_affiliation_strings":["Department of Computer Engineering, Tabriz Branch, Islamic Azad University, Tabriz, Iran","Department of Software Engineering, Hali\u00e7 University, Istanbul, 34060, T\u00fcrkiye"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Engineering, Tabriz Branch, Islamic Azad University, Tabriz, Iran","institution_ids":["https://openalex.org/I1293555014"]},{"raw_affiliation_string":"Department of Software Engineering, Hali\u00e7 University, Istanbul, 34060, T\u00fcrkiye","institution_ids":["https://openalex.org/I25010766"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102838046","display_name":"Nima Jafari Navimipour","orcid":"https://orcid.org/0000-0003-3259-6841"},"institutions":[{"id":"https://openalex.org/I132286405","display_name":"Kadir Has University","ror":"https://ror.org/03zzckc47","country_code":"TR","type":"education","lineage":["https://openalex.org/I132286405"]},{"id":"https://openalex.org/I75357094","display_name":"National Yunlin University of Science and Technology","ror":"https://ror.org/04qkq2m54","country_code":"TW","type":"education","lineage":["https://openalex.org/I75357094"]}],"countries":["TR","TW"],"is_corresponding":false,"raw_author_name":"Nima Jafari Navimipour","raw_affiliation_strings":["Department of Computer Engineering, Kadir Has Universitesi, Istanbul, T\u00fcrkiye","Future Technology Research Center, National Yunlin University of Science and Technology, Douliou, 64002, Taiwan"],"raw_orcid":"https://orcid.org/0000-0003-3259-6841","affiliations":[{"raw_affiliation_string":"Department of Computer Engineering, Kadir Has Universitesi, Istanbul, T\u00fcrkiye","institution_ids":["https://openalex.org/I132286405"]},{"raw_affiliation_string":"Future Technology Research Center, National Yunlin University of Science and Technology, Douliou, 64002, Taiwan","institution_ids":["https://openalex.org/I75357094"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000387573","display_name":"Mehmet \u00dcnal","orcid":"https://orcid.org/0000-0001-7912-3844"},"institutions":[{"id":"https://openalex.org/I282159120","display_name":"\u0130stanbul Ni\u015fanta\u015f\u0131 \u00dcniversitesi","ror":"https://ror.org/04tah3159","country_code":"TR","type":"education","lineage":["https://openalex.org/I282159120"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Mehmet Unal","raw_affiliation_strings":["Department of Computer Engineering, Nisantasi Universitesi, Istanbul, T\u00fcrkiye"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Engineering, Nisantasi Universitesi, Istanbul, T\u00fcrkiye","institution_ids":["https://openalex.org/I282159120"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101422236","display_name":"Ali Mousavi","orcid":"https://orcid.org/0009-0002-6835-4836"},"institutions":[{"id":"https://openalex.org/I2801503745","display_name":"Islamic Azad University Sanandaj Branch","ror":"https://ror.org/048vche49","country_code":"IR","type":"education","lineage":["https://openalex.org/I110525433","https://openalex.org/I2801503745"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"Ali Mousavi","raw_affiliation_strings":["Islamic Azad University, Sanandaj Branch, Sanandaj, Iran"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Islamic Azad University, Sanandaj Branch, Sanandaj, Iran","institution_ids":["https://openalex.org/I2801503745"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5086695777"],"corresponding_institution_ids":["https://openalex.org/I1293555014","https://openalex.org/I25010766"],"apc_list":{"value":2890,"currency":"USD","value_usd":2890},"apc_paid":null,"fwci":7.2336,"has_fulltext":false,"cited_by_count":178,"citation_normalized_percentile":{"value":0.97081413,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":99,"max":100},"biblio":{"volume":"83","issue":"8","first_page":"22909","last_page":"22973"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T14413","display_name":"Advanced Technologies in Various Fields","score":0.9980999827384949,"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/T14413","display_name":"Advanced Technologies in Various Fields","score":0.9980999827384949,"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/T12120","display_name":"Air Quality Monitoring and Forecasting","score":0.9624000191688538,"subfield":{"id":"https://openalex.org/subfields/2305","display_name":"Environmental Engineering"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11490","display_name":"Hydrological Forecasting Using AI","score":0.954800009727478,"subfield":{"id":"https://openalex.org/subfields/2305","display_name":"Environmental Engineering"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental 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":0.8699417114257812},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7014960050582886},{"id":"https://openalex.org/keywords/autoencoder","display_name":"Autoencoder","score":0.6280636787414551},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.5770259499549866},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5390604734420776},{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.508614182472229},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.4554743766784668},{"id":"https://openalex.org/keywords/recurrent-neural-network","display_name":"Recurrent neural network","score":0.4200470447540283},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3941479027271271},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.387823224067688}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8699417114257812},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7014960050582886},{"id":"https://openalex.org/C101738243","wikidata":"https://www.wikidata.org/wiki/Q786435","display_name":"Autoencoder","level":3,"score":0.6280636787414551},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.5770259499549866},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5390604734420776},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.508614182472229},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.4554743766784668},{"id":"https://openalex.org/C147168706","wikidata":"https://www.wikidata.org/wiki/Q1457734","display_name":"Recurrent neural network","level":3,"score":0.4200470447540283},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3941479027271271},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.387823224067688},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s11042-023-16382-x","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s11042-023-16382-x","pdf_url":null,"source":{"id":"https://openalex.org/S110206669","display_name":"Multimedia Tools and Applications","issn_l":"1380-7501","issn":["1380-7501","1573-7721"],"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":"Multimedia Tools and Applications","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":128,"referenced_works":["https://openalex.org/W2284036186","https://openalex.org/W2745993090","https://openalex.org/W2747128909","https://openalex.org/W2759498455","https://openalex.org/W2785939461","https://openalex.org/W2898784498","https://openalex.org/W2906700374","https://openalex.org/W2912561737","https://openalex.org/W2918087949","https://openalex.org/W2943927047","https://openalex.org/W2946850873","https://openalex.org/W2956100049","https://openalex.org/W2972024937","https://openalex.org/W2981772589","https://openalex.org/W3000884041","https://openalex.org/W3007783271","https://openalex.org/W3011785450","https://openalex.org/W3013133070","https://openalex.org/W3022149264","https://openalex.org/W3023239267","https://openalex.org/W3033076407","https://openalex.org/W3034241802","https://openalex.org/W3034256900","https://openalex.org/W3035274811","https://openalex.org/W3035515747","https://openalex.org/W3041983853","https://openalex.org/W3042064084","https://openalex.org/W3049598859","https://openalex.org/W3077420696","https://openalex.org/W3081601447","https://openalex.org/W3083455217","https://openalex.org/W3086811561","https://openalex.org/W3090913119","https://openalex.org/W3107295539","https://openalex.org/W3109103125","https://openalex.org/W3111839142","https://openalex.org/W3113106473","https://openalex.org/W3114297766","https://openalex.org/W3118261252","https://openalex.org/W3118426480","https://openalex.org/W3120231374","https://openalex.org/W3121386685","https://openalex.org/W3124191860","https://openalex.org/W3126121953","https://openalex.org/W3126489098","https://openalex.org/W3128751005","https://openalex.org/W3131327266","https://openalex.org/W3135310702","https://openalex.org/W3136042383","https://openalex.org/W3145726664","https://openalex.org/W3154672751","https://openalex.org/W3155468666","https://openalex.org/W3156509901","https://openalex.org/W3158109590","https://openalex.org/W3161001592","https://openalex.org/W3161671626","https://openalex.org/W3174422331","https://openalex.org/W3176823897","https://openalex.org/W3181204626","https://openalex.org/W3183319918","https://openalex.org/W3183605158","https://openalex.org/W3183698554","https://openalex.org/W3194859150","https://openalex.org/W3202720719","https://openalex.org/W3203072121","https://openalex.org/W3203719526","https://openalex.org/W3203958782","https://openalex.org/W3209054576","https://openalex.org/W3209358401","https://openalex.org/W3217430251","https://openalex.org/W4206111066","https://openalex.org/W4206545193","https://openalex.org/W4206951632","https://openalex.org/W4207047994","https://openalex.org/W4210408100","https://openalex.org/W4210890279","https://openalex.org/W4213457430","https://openalex.org/W4220876601","https://openalex.org/W4220924176","https://openalex.org/W4223890113","https://openalex.org/W4225696264","https://openalex.org/W4226297238","https://openalex.org/W4226363321","https://openalex.org/W4281492574","https://openalex.org/W4281716507","https://openalex.org/W4281871260","https://openalex.org/W4282561325","https://openalex.org/W4282963285","https://openalex.org/W4285089111","https://openalex.org/W4292295778","https://openalex.org/W4292981732","https://openalex.org/W4293586385","https://openalex.org/W4294250492","https://openalex.org/W4294982617","https://openalex.org/W4296120061","https://openalex.org/W4308997479","https://openalex.org/W4309154445","https://openalex.org/W4309939033","https://openalex.org/W4310207716","https://openalex.org/W4310790298","https://openalex.org/W4312242979","https://openalex.org/W4312546227","https://openalex.org/W4312555032","https://openalex.org/W4313323201","https://openalex.org/W4313423347","https://openalex.org/W4317718224","https://openalex.org/W4319081221","https://openalex.org/W4319777525","https://openalex.org/W4319990393","https://openalex.org/W4320004386","https://openalex.org/W4320039356","https://openalex.org/W4320881923","https://openalex.org/W4327718158","https://openalex.org/W4361757231","https://openalex.org/W4362579044","https://openalex.org/W4362695238","https://openalex.org/W4363677885","https://openalex.org/W4364375171","https://openalex.org/W4364377616","https://openalex.org/W4364382137","https://openalex.org/W4365801699","https://openalex.org/W4367368041","https://openalex.org/W4367837660","https://openalex.org/W4375858672","https://openalex.org/W4377043699","https://openalex.org/W4379528522","https://openalex.org/W4384701205","https://openalex.org/W6600704668"],"related_works":["https://openalex.org/W2159052453","https://openalex.org/W2669956259","https://openalex.org/W4249005693","https://openalex.org/W4226493464","https://openalex.org/W4312417841","https://openalex.org/W3193565141","https://openalex.org/W3133861977","https://openalex.org/W3008584592","https://openalex.org/W3167935049","https://openalex.org/W3029198973"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":37},{"year":2025,"cited_by_count":60},{"year":2024,"cited_by_count":71},{"year":2023,"cited_by_count":10}],"updated_date":"2026-07-25T09:21:30.201066","created_date":"2025-10-10T00:00:00"}
