{"id":"https://openalex.org/W3021796955","doi":"https://doi.org/10.1007/s10796-020-10056-x","title":"Self-Building Artificial Intelligence and Machine Learning to Empower Big Data Analytics in Smart Cities","display_name":"Self-Building Artificial Intelligence and Machine Learning to Empower Big Data Analytics in Smart Cities","publication_year":2020,"publication_date":"2020-08-26","ids":{"openalex":"https://openalex.org/W3021796955","doi":"https://doi.org/10.1007/s10796-020-10056-x","mag":"3021796955"},"language":"en","primary_location":{"id":"doi:10.1007/s10796-020-10056-x","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10796-020-10056-x","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10796-020-10056-x.pdf","source":{"id":"https://openalex.org/S181659395","display_name":"Information Systems Frontiers","issn_l":"1387-3326","issn":["1387-3326","1572-9419"],"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Information Systems Frontiers","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://link.springer.com/content/pdf/10.1007/s10796-020-10056-x.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5008490552","display_name":"Damminda Alahakoon","orcid":"https://orcid.org/0000-0003-3291-888X"},"institutions":[{"id":"https://openalex.org/I196829312","display_name":"La Trobe University","ror":"https://ror.org/01rxfrp27","country_code":"AU","type":"education","lineage":["https://openalex.org/I196829312"]}],"countries":["AU"],"is_corresponding":true,"raw_author_name":"Damminda Alahakoon","raw_affiliation_strings":["Research Centre for Data Analytics and Cognition, La Trobe Business School, La Trobe University, Bundoora, Victoria, 3086, Australia","La Trobe University (Plenty Road, Bundoora, Melbourne VIC 3086 - Australia)"],"affiliations":[{"raw_affiliation_string":"Research Centre for Data Analytics and Cognition, La Trobe Business School, La Trobe University, Bundoora, Victoria, 3086, Australia","institution_ids":["https://openalex.org/I196829312"]},{"raw_affiliation_string":"La Trobe University (Plenty Road, Bundoora, Melbourne VIC 3086 - Australia)","institution_ids":["https://openalex.org/I196829312"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5025594861","display_name":"Rashmika Nawaratne","orcid":"https://orcid.org/0000-0001-6641-2153"},"institutions":[{"id":"https://openalex.org/I196829312","display_name":"La Trobe University","ror":"https://ror.org/01rxfrp27","country_code":"AU","type":"education","lineage":["https://openalex.org/I196829312"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Rashmika Nawaratne","raw_affiliation_strings":["Research Centre for Data Analytics and Cognition, La Trobe Business School, La Trobe University, Bundoora, Victoria, 3086, Australia","La Trobe University (Plenty Road, Bundoora, Melbourne VIC 3086 - Australia)"],"affiliations":[{"raw_affiliation_string":"Research Centre for Data Analytics and Cognition, La Trobe Business School, La Trobe University, Bundoora, Victoria, 3086, Australia","institution_ids":["https://openalex.org/I196829312"]},{"raw_affiliation_string":"La Trobe University (Plenty Road, Bundoora, Melbourne VIC 3086 - Australia)","institution_ids":["https://openalex.org/I196829312"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021424158","display_name":"Yan Xu","orcid":"https://orcid.org/0000-0002-3319-4695"},"institutions":[{"id":"https://openalex.org/I17145004","display_name":"Northwestern Polytechnical University","ror":"https://ror.org/01y0j0j86","country_code":"CN","type":"education","lineage":["https://openalex.org/I17145004"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yan Xu","raw_affiliation_strings":["School of Management, Northwestern Polytechnical University, Xi\u2019an, 710072, China","NPU - Northwestern Polytechnical University [Xi'an] (127 Youyi W Rd, Beilin, Xi'an, Shaanxi - China)"],"affiliations":[{"raw_affiliation_string":"School of Management, Northwestern Polytechnical University, Xi\u2019an, 710072, China","institution_ids":["https://openalex.org/I17145004"]},{"raw_affiliation_string":"NPU - Northwestern Polytechnical University [Xi'an] (127 Youyi W Rd, Beilin, Xi'an, Shaanxi - China)","institution_ids":["https://openalex.org/I17145004"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064845769","display_name":"Daswin De Silva","orcid":"https://orcid.org/0000-0003-3878-5969"},"institutions":[{"id":"https://openalex.org/I196829312","display_name":"La Trobe University","ror":"https://ror.org/01rxfrp27","country_code":"AU","type":"education","lineage":["https://openalex.org/I196829312"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Daswin De Silva","raw_affiliation_strings":["Research Centre for Data Analytics and Cognition, La Trobe Business School, La Trobe University, Bundoora, Victoria, 3086, Australia","La Trobe University (Plenty Road, Bundoora, Melbourne VIC 3086 - Australia)"],"affiliations":[{"raw_affiliation_string":"Research Centre for Data Analytics and Cognition, La Trobe Business School, La Trobe University, Bundoora, Victoria, 3086, Australia","institution_ids":["https://openalex.org/I196829312"]},{"raw_affiliation_string":"La Trobe University (Plenty Road, Bundoora, Melbourne VIC 3086 - Australia)","institution_ids":["https://openalex.org/I196829312"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005452016","display_name":"Uthayasankar Sivarajah","orcid":"https://orcid.org/0000-0002-6401-540X"},"institutions":[{"id":"https://openalex.org/I139894009","display_name":"University of Bradford","ror":"https://ror.org/00vs8d940","country_code":"GB","type":"education","lineage":["https://openalex.org/I139894009"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Uthayasankar Sivarajah","raw_affiliation_strings":["School of Management, University of Bradford, Richmond Rd, BD7 1DP, UK","School of Management [Bradford] (Emm Lane, Bradford, West Yorkshire BD9 4JL, UK - United Kingdom)"],"affiliations":[{"raw_affiliation_string":"School of Management, University of Bradford, Richmond Rd, BD7 1DP, UK","institution_ids":["https://openalex.org/I139894009"]},{"raw_affiliation_string":"School of Management [Bradford] (Emm Lane, Bradford, West Yorkshire BD9 4JL, UK - United Kingdom)","institution_ids":["https://openalex.org/I139894009"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5075162620","display_name":"Bhumika Gupta","orcid":"https://orcid.org/0000-0001-6572-5705"},"institutions":[{"id":"https://openalex.org/I205703379","display_name":"Institut Mines-T\u00e9l\u00e9com","ror":"https://ror.org/025vp2923","country_code":"FR","type":"facility","lineage":["https://openalex.org/I205703379"]},{"id":"https://openalex.org/I4387152369","display_name":"Laboratoire en Innovation, Technologies, Economie et Management","ror":"https://ror.org/04d5x5x34","country_code":"FR","type":"facility","lineage":["https://openalex.org/I205703379","https://openalex.org/I277688954","https://openalex.org/I4387152369","https://openalex.org/I4387153326","https://openalex.org/I88467170"]},{"id":"https://openalex.org/I4387153326","display_name":"Institut Mines-T\u00e9l\u00e9com Business School","ror":"https://ror.org/00nsf1h45","country_code":"FR","type":"education","lineage":["https://openalex.org/I205703379","https://openalex.org/I4387153326"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Bhumika Gupta","raw_affiliation_strings":["Management, Marketing and Strategy, Institut Mines-Telecom Business School, Research Lab: LITEM, 91011, Evry, France","IMT-BS - MMS - D\u00e9partement Management, Marketing et Strat\u00e9gie (9, rue Charles Fourier - 91011 Evry Cedex - France)","LITEM - Laboratoire en Innovation, Technologies, Economie et Management (EA 7363) (9 rue Charles Fourier, 91011 Evry Cedex - France)"],"affiliations":[{"raw_affiliation_string":"Management, Marketing and Strategy, Institut Mines-Telecom Business School, Research Lab: LITEM, 91011, Evry, France","institution_ids":["https://openalex.org/I205703379","https://openalex.org/I4387153326"]},{"raw_affiliation_string":"IMT-BS - MMS - D\u00e9partement Management, Marketing et Strat\u00e9gie (9, rue Charles Fourier - 91011 Evry Cedex - France)","institution_ids":[]},{"raw_affiliation_string":"LITEM - Laboratoire en Innovation, Technologies, Economie et Management (EA 7363) (9 rue Charles Fourier, 91011 Evry Cedex - France)","institution_ids":["https://openalex.org/I4387152369"]}]}],"institutions":[],"countries_distinct_count":4,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5008490552"],"corresponding_institution_ids":["https://openalex.org/I196829312"],"apc_list":{"value":2290,"currency":"EUR","value_usd":2890},"apc_paid":{"value":2290,"currency":"EUR","value_usd":2890},"fwci":5.8987,"has_fulltext":true,"cited_by_count":107,"citation_normalized_percentile":{"value":0.96804786,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":100},"biblio":{"volume":"25","issue":"1","first_page":"221","last_page":"240"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9882000088691711,"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/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9882000088691711,"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/T12205","display_name":"Time Series Analysis and Forecasting","score":0.957099974155426,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/T10799","display_name":"Data Visualization and Analytics","score":0.9559000134468079,"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":0.7949762344360352},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.772862434387207},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.6073372960090637},{"id":"https://openalex.org/keywords/analytics","display_name":"Analytics","score":0.5985548496246338},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.5585426092147827},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5051131844520569},{"id":"https://openalex.org/keywords/suite","display_name":"Suite","score":0.4610198736190796},{"id":"https://openalex.org/keywords/data-analysis","display_name":"Data analysis","score":0.44344601035118103},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.38590338826179504},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3803848624229431},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.1322409212589264}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7949762344360352},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.772862434387207},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.6073372960090637},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.5985548496246338},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.5585426092147827},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5051131844520569},{"id":"https://openalex.org/C79581498","wikidata":"https://www.wikidata.org/wiki/Q1367530","display_name":"Suite","level":2,"score":0.4610198736190796},{"id":"https://openalex.org/C175801342","wikidata":"https://www.wikidata.org/wiki/Q1988917","display_name":"Data analysis","level":2,"score":0.44344601035118103},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.38590338826179504},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3803848624229431},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.1322409212589264},{"id":"https://openalex.org/C95457728","wikidata":"https://www.wikidata.org/wiki/Q309","display_name":"History","level":0,"score":0.0},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","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}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1007/s10796-020-10056-x","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10796-020-10056-x","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10796-020-10056-x.pdf","source":{"id":"https://openalex.org/S181659395","display_name":"Information Systems Frontiers","issn_l":"1387-3326","issn":["1387-3326","1572-9419"],"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Information Systems Frontiers","raw_type":"journal-article"},{"id":"pmh:oai:bradscholars.brad.ac.uk:10454/18003","is_oa":true,"landing_page_url":"http://hdl.handle.net/10454/18003","pdf_url":null,"source":{"id":"https://openalex.org/S4306401846","display_name":"Bradford Scholars (University of Bradford)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I139894009","host_organization_name":"University of Bradford","host_organization_lineage":["https://openalex.org/I139894009"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":null,"raw_type":"Published version"},{"id":"pmh:oai:HAL:hal-03613397v1","is_oa":false,"landing_page_url":"https://hal.science/hal-03613397","pdf_url":null,"source":{"id":"https://openalex.org/S4406922466","display_name":"SPIRE - Sciences Po Institutional REpository","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Information Systems Frontiers, 2023, Special Issue on Artificial Intelligence (AI) and Information Systems: Perspectives to Responsible AI, 25 (1), pp.221-240. ⟨10.1007/s10796-020-10056-x⟩","raw_type":"Journal articles"},{"id":"pmh:oai:RePEc:spr:infosf:v:25:y:2023:i:1:d:10.1007_s10796-020-10056-x","is_oa":false,"landing_page_url":"http://link.springer.com/10.1007/s10796-020-10056-x","pdf_url":null,"source":{"id":"https://openalex.org/S4306401271","display_name":"RePEc: Research Papers in Economics","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I77793887","host_organization_name":"Federal Reserve Bank of St. Louis","host_organization_lineage":["https://openalex.org/I77793887"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article"}],"best_oa_location":{"id":"doi:10.1007/s10796-020-10056-x","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10796-020-10056-x","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10796-020-10056-x.pdf","source":{"id":"https://openalex.org/S181659395","display_name":"Information Systems Frontiers","issn_l":"1387-3326","issn":["1387-3326","1572-9419"],"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Information Systems Frontiers","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.7099999785423279,"display_name":"Sustainable cities and communities","id":"https://metadata.un.org/sdg/11"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320311961","display_name":"University of Bradford","ror":"https://ror.org/00vs8d940"},{"id":"https://openalex.org/F4320320577","display_name":"La Trobe University","ror":"https://ror.org/01rxfrp27"},{"id":"https://openalex.org/F4320335741","display_name":"Data to Decisions Cooperative Research Centres","ror":null}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3021796955.pdf","grobid_xml":"https://content.openalex.org/works/W3021796955.grobid-xml"},"referenced_works_count":69,"referenced_works":["https://openalex.org/W124252266","https://openalex.org/W167414566","https://openalex.org/W354363643","https://openalex.org/W1196034797","https://openalex.org/W1565377632","https://openalex.org/W1987463078","https://openalex.org/W1997437519","https://openalex.org/W2010150441","https://openalex.org/W2046372172","https://openalex.org/W2046934872","https://openalex.org/W2053619738","https://openalex.org/W2059148040","https://openalex.org/W2062978452","https://openalex.org/W2093440027","https://openalex.org/W2094189631","https://openalex.org/W2094288446","https://openalex.org/W2095025395","https://openalex.org/W2104766360","https://openalex.org/W2110869205","https://openalex.org/W2118167481","https://openalex.org/W2122361470","https://openalex.org/W2140760916","https://openalex.org/W2142569723","https://openalex.org/W2146601807","https://openalex.org/W2152993703","https://openalex.org/W2161969291","https://openalex.org/W2163612318","https://openalex.org/W2168701898","https://openalex.org/W2443352794","https://openalex.org/W2487200295","https://openalex.org/W2498879530","https://openalex.org/W2559010931","https://openalex.org/W2605544885","https://openalex.org/W2736939787","https://openalex.org/W2775120828","https://openalex.org/W2775746166","https://openalex.org/W2778613407","https://openalex.org/W2797938835","https://openalex.org/W2799109291","https://openalex.org/W2899017743","https://openalex.org/W2912275277","https://openalex.org/W2924532711","https://openalex.org/W2941112000","https://openalex.org/W2942517527","https://openalex.org/W2942716522","https://openalex.org/W2944513531","https://openalex.org/W2946493575","https://openalex.org/W2946690625","https://openalex.org/W2946885997","https://openalex.org/W2947423540","https://openalex.org/W2957322307","https://openalex.org/W2960280836","https://openalex.org/W2964032056","https://openalex.org/W2964996521","https://openalex.org/W2970724283","https://openalex.org/W2978376076","https://openalex.org/W2986968371","https://openalex.org/W2993709311","https://openalex.org/W2995620870","https://openalex.org/W3003750118","https://openalex.org/W3004265436","https://openalex.org/W3007761007","https://openalex.org/W3011145415","https://openalex.org/W3037216450","https://openalex.org/W4236765470","https://openalex.org/W6612111744","https://openalex.org/W6633894697","https://openalex.org/W6730518017","https://openalex.org/W7023726515"],"related_works":["https://openalex.org/W4226266853","https://openalex.org/W4210252074","https://openalex.org/W4245701730","https://openalex.org/W2511794504","https://openalex.org/W2911648135","https://openalex.org/W3092201768","https://openalex.org/W2886451445","https://openalex.org/W3108449883","https://openalex.org/W2551093110","https://openalex.org/W2796632413"],"abstract_inverted_index":{"Abstract":[0],"The":[1,142,178],"emerging":[2],"information":[3],"revolution":[4],"makes":[5],"it":[6,81],"necessary":[7],"to":[8,89],"manage":[9],"vast":[10,44],"amounts":[11],"of":[12,46,71,110,137,148,181],"unstructured":[13],"data":[14,122,153,170],"rapidly.":[15],"As":[16],"the":[17,85,108,130,146,164,169,182,191],"world":[18],"is":[19,82,87,140],"increasingly":[20],"populated":[21],"by":[22,74],"IoT":[23],"devices":[24],"and":[25,32,48,53,92,102,113,151,185,195],"sensors":[26],"that":[27,84,173],"can":[28,167],"sense":[29],"their":[30],"surroundings":[31],"communicate":[33],"with":[34,43,116],"each":[35,75],"other,":[36],"a":[37,68,134],"digital":[38,79],"environment":[39],"has":[40],"been":[41],"created":[42],"volumes":[45],"volatile":[47],"diverse":[49],"data.":[50],"Traditional":[51],"AI":[52,86,112,139,144,150,166,184],"machine":[54,114],"learning":[55,115,118],"techniques":[56],"designed":[57],"for":[58,64,119,124],"deterministic":[59],"situations":[60],"are":[61,188],"not":[62],"suitable":[63],"such":[65],"environments.":[66,127,159],"With":[67,160],"large":[69],"number":[70],"parameters":[72],"required":[73],"device":[76],"in":[77,155,176],"this":[78],"environment,":[80],"desirable":[83],"able":[88],"be":[90,100],"adaptive":[91],"self-build":[93],"(i.e.":[94],"self-structure,":[95],"self-configure,":[96],"self-learn),":[97],"rather":[98],"than":[99],"structurally":[101],"parameter-wise":[103],"pre-defined.":[104],"This":[105],"study":[106],"explores":[107],"benefits":[109],"self-building":[111,138,143,165,183],"unsupervised":[117],"empowering":[120],"big":[121],"analytics":[123,171],"smart":[125,157],"city":[126,158],"By":[128],"using":[129,190],"growing":[131],"self-organizing":[132],"map,":[133],"new":[135,179],"suite":[136],"proposed.":[141],"overcomes":[145],"limitations":[147],"traditional":[149],"enables":[152],"processing":[154],"dynamic":[156],"cloud":[161],"computing":[162],"platforms,":[163],"integrate":[168],"applications":[172],"currently":[174],"work":[175],"silos.":[177],"paradigm":[180],"its":[186],"value":[187],"demonstrated":[189],"IoT,":[192],"video":[193],"surveillance,":[194],"action":[196],"recognition":[197],"applications.":[198]},"counts_by_year":[{"year":2026,"cited_by_count":4},{"year":2025,"cited_by_count":32},{"year":2024,"cited_by_count":28},{"year":2023,"cited_by_count":18},{"year":2022,"cited_by_count":15},{"year":2021,"cited_by_count":9},{"year":2020,"cited_by_count":1}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}