{"id":"https://openalex.org/W4401485528","doi":"https://doi.org/10.1080/0952813x.2024.2383652","title":"Content-based image retrieval by classification with reinforcement optimisation evolutionary machine learning with applications","display_name":"Content-based image retrieval by classification with reinforcement optimisation evolutionary machine learning with applications","publication_year":2024,"publication_date":"2024-08-09","ids":{"openalex":"https://openalex.org/W4401485528","doi":"https://doi.org/10.1080/0952813x.2024.2383652"},"language":"en","primary_location":{"id":"doi:10.1080/0952813x.2024.2383652","is_oa":false,"landing_page_url":"https://doi.org/10.1080/0952813x.2024.2383652","pdf_url":null,"source":{"id":"https://openalex.org/S153467142","display_name":"Journal of Experimental & Theoretical Artificial Intelligence","issn_l":"0952-813X","issn":["0952-813X","1362-3079"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Experimental &amp; Theoretical Artificial Intelligence","raw_type":"journal-article"},"type":"article","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/A5072399227","display_name":"Anandh Sam Chandra Bose","orcid":"https://orcid.org/0000-0002-3020-0594"},"institutions":[{"id":"https://openalex.org/I4391767729","display_name":"Almaarefa University","ror":"https://ror.org/00s3s5518","country_code":null,"type":"education","lineage":["https://openalex.org/I4391767729"]}],"countries":["SA"],"is_corresponding":true,"raw_author_name":"Anandh Sam Chandra Bose","raw_affiliation_strings":["AlMaarefa University","Assistant Professor, Department of Industrial Engineering, College of Applied Sciences, AlMaarefa University, Diriyah, Saudi Arabia"],"affiliations":[{"raw_affiliation_string":"AlMaarefa University","institution_ids":["https://openalex.org/I4391767729"]},{"raw_affiliation_string":"Assistant Professor, Department of Industrial Engineering, College of Applied Sciences, AlMaarefa University, Diriyah, Saudi Arabia","institution_ids":["https://openalex.org/I4391767729"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5002274251","display_name":"Laxman Singh","orcid":"https://orcid.org/0000-0002-0956-6989"},"institutions":[{"id":"https://openalex.org/I4210094618","display_name":"CT Group Of Institutions","ror":"https://ror.org/00m02ap37","country_code":"IN","type":"education","lineage":["https://openalex.org/I4210094618"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Laxman Singh","raw_affiliation_strings":["KIET Group of Institutions","Department of Computer Science &amp; Engineering (AI &amp; ML), KIET Group of Institutions, Ghaziabad, India"],"affiliations":[{"raw_affiliation_string":"KIET Group of Institutions","institution_ids":["https://openalex.org/I4210094618"]},{"raw_affiliation_string":"Department of Computer Science &amp; Engineering (AI &amp; ML), KIET Group of Institutions, Ghaziabad, India","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5026836499","display_name":"Shamimul Qamar","orcid":"https://orcid.org/0000-0002-1091-7715"},"institutions":[{"id":"https://openalex.org/I82952536","display_name":"King Khalid University","ror":"https://ror.org/052kwzs30","country_code":"SA","type":"education","lineage":["https://openalex.org/I82952536"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"Shamimul Qamar","raw_affiliation_strings":["King Khalid University","Computer Science &amp; Engineering, Applied College, Dhahran Al janoub Campus, King Khalid University, Abha, Saudi Arabia"],"affiliations":[{"raw_affiliation_string":"King Khalid University","institution_ids":["https://openalex.org/I82952536"]},{"raw_affiliation_string":"Computer Science &amp; Engineering, Applied College, Dhahran Al janoub Campus, King Khalid University, Abha, Saudi Arabia","institution_ids":["https://openalex.org/I82952536"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103209454","display_name":"S. Uma","orcid":"https://orcid.org/0000-0003-4399-0617"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"S. Uma","raw_affiliation_strings":["Panimalar Engineering College","Department of Information Technology, Panimalar Engineering College, Chennai, India"],"affiliations":[{"raw_affiliation_string":"Panimalar Engineering College","institution_ids":[]},{"raw_affiliation_string":"Department of Information Technology, Panimalar Engineering College, Chennai, India","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016239534","display_name":"L. Sherly Puspha Annabel","orcid":"https://orcid.org/0000-0003-0262-1356"},"institutions":[{"id":"https://openalex.org/I4387154592","display_name":"St. Joseph\u2019s College of Engineering","ror":"https://ror.org/01g3pby21","country_code":null,"type":"education","lineage":["https://openalex.org/I4387154592"]},{"id":"https://openalex.org/I4210101093","display_name":"St. Joseph's Institute of Technology","ror":"https://ror.org/012npkr10","country_code":"IN","type":"education","lineage":["https://openalex.org/I4210101093"]},{"id":"https://openalex.org/I197979904","display_name":"Saint Joseph's College","ror":"https://ror.org/01k2x9g80","country_code":"US","type":"education","lineage":["https://openalex.org/I197979904"]}],"countries":["IN","US"],"is_corresponding":false,"raw_author_name":"L. Sherly Puspha Annabel","raw_affiliation_strings":["St. Joseph\u2019s College of Engineering","Professor, Department of Artificial Intelligence and Machine Learning, St. Joseph's College of Engineering, Chennai, India"],"affiliations":[{"raw_affiliation_string":"St. Joseph\u2019s College of Engineering","institution_ids":["https://openalex.org/I197979904","https://openalex.org/I4387154592"]},{"raw_affiliation_string":"Professor, Department of Artificial Intelligence and Machine Learning, St. Joseph's College of Engineering, Chennai, India","institution_ids":["https://openalex.org/I4210101093","https://openalex.org/I4387154592"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5012432716","display_name":"Sanjay Singla","orcid":"https://orcid.org/0000-0003-4047-6890"},"institutions":[{"id":"https://openalex.org/I101407740","display_name":"Chandigarh University","ror":"https://ror.org/05t4pvx35","country_code":"IN","type":"education","lineage":["https://openalex.org/I101407740"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Sanjay Singla","raw_affiliation_strings":["Chandigarh University","Professor CSE, Chandigarh University, Ludhiana, India"],"affiliations":[{"raw_affiliation_string":"Chandigarh University","institution_ids":["https://openalex.org/I101407740"]},{"raw_affiliation_string":"Professor CSE, Chandigarh University, Ludhiana, India","institution_ids":["https://openalex.org/I101407740"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5072399227"],"corresponding_institution_ids":["https://openalex.org/I4391767729"],"apc_list":null,"apc_paid":null,"fwci":0.275,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.52122321,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":"37","issue":"7","first_page":"1195","last_page":"1215"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10824","display_name":"Image Retrieval and Classification Techniques","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/T10824","display_name":"Image Retrieval and Classification Techniques","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/T10627","display_name":"Advanced Image and Video Retrieval Techniques","score":0.9927999973297119,"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/T11550","display_name":"Text and Document Classification Technologies","score":0.9653000235557556,"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/reinforcement-learning","display_name":"Reinforcement learning","score":0.7051354646682739},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6860829591751099},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6323215961456299},{"id":"https://openalex.org/keywords/content-based-image-retrieval","display_name":"Content-based image retrieval","score":0.5944234132766724},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5595018267631531},{"id":"https://openalex.org/keywords/image-retrieval","display_name":"Image retrieval","score":0.43473759293556213},{"id":"https://openalex.org/keywords/reinforcement","display_name":"Reinforcement","score":0.41504842042922974},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3963935375213623},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.383311003446579},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.11157208681106567}],"concepts":[{"id":"https://openalex.org/C97541855","wikidata":"https://www.wikidata.org/wiki/Q830687","display_name":"Reinforcement learning","level":2,"score":0.7051354646682739},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6860829591751099},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6323215961456299},{"id":"https://openalex.org/C2780052074","wikidata":"https://www.wikidata.org/wiki/Q1128648","display_name":"Content-based image retrieval","level":4,"score":0.5944234132766724},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5595018267631531},{"id":"https://openalex.org/C1667742","wikidata":"https://www.wikidata.org/wiki/Q10927554","display_name":"Image retrieval","level":3,"score":0.43473759293556213},{"id":"https://openalex.org/C67203356","wikidata":"https://www.wikidata.org/wiki/Q1321905","display_name":"Reinforcement","level":2,"score":0.41504842042922974},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3963935375213623},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.383311003446579},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.11157208681106567},{"id":"https://openalex.org/C66938386","wikidata":"https://www.wikidata.org/wiki/Q633538","display_name":"Structural engineering","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1080/0952813x.2024.2383652","is_oa":false,"landing_page_url":"https://doi.org/10.1080/0952813x.2024.2383652","pdf_url":null,"source":{"id":"https://openalex.org/S153467142","display_name":"Journal of Experimental & Theoretical Artificial Intelligence","issn_l":"0952-813X","issn":["0952-813X","1362-3079"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Experimental &amp; Theoretical Artificial Intelligence","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":18,"referenced_works":["https://openalex.org/W2808879369","https://openalex.org/W2999592838","https://openalex.org/W3000020348","https://openalex.org/W3004887560","https://openalex.org/W3027130041","https://openalex.org/W3036234374","https://openalex.org/W3047967043","https://openalex.org/W3108274592","https://openalex.org/W3119049972","https://openalex.org/W3119589206","https://openalex.org/W3153298905","https://openalex.org/W3158344188","https://openalex.org/W3161334561","https://openalex.org/W3202027646","https://openalex.org/W3210837405","https://openalex.org/W4234879046","https://openalex.org/W4285148859","https://openalex.org/W4365458580"],"related_works":["https://openalex.org/W2900811989","https://openalex.org/W2746816529","https://openalex.org/W2341223103","https://openalex.org/W2024252608","https://openalex.org/W2905186525","https://openalex.org/W2044706866","https://openalex.org/W2031096531","https://openalex.org/W4367727948","https://openalex.org/W3198880640","https://openalex.org/W3017331082"],"abstract_inverted_index":{"Content":[0],"Based":[1],"Image":[2],"Retrieval":[3],"(CBIR)":[4],"plays":[5],"a":[6,73],"significant":[7],"role":[8],"in":[9,33,46,60,96,124],"identifying":[10],"the":[11,23,30,41,61,92,97,101,108,113,122,139,153,156,184,199,202,231,235],"similarity":[12,54,70],"of":[13,29,43,71,133,138,155,161,201,234],"images":[14,45,123],"with":[15,57,207],"large":[16,47],"datasets.":[17],"It":[18],"is":[19,37,88,142,167,238],"identified":[20],"based":[21,106,144,170],"on":[22,107,145,171],"size,":[24],"colour,":[25],"and":[26,49,111,148,158,181,186,192,212],"texture":[27],"features":[28,42],"image.":[31],"But":[32],"such":[34,174],"conditions,":[35],"it":[36],"complex":[38],"to":[39,66,228],"determine":[40],"query":[44,134],"datasets":[48,150],"does":[50],"not":[51],"show":[52],"accurate":[53],"when":[55],"compared":[56],"every":[58],"image":[59,94,162],"retrieval":[62,98],"process.":[63,99],"In":[64],"order":[65],"perform":[67,112],"an":[68,129],"efficient":[69],"images,":[72],"novel":[74],"Machine":[75],"Learning":[76],"(ML)":[77],"approach":[78],"Kernelized":[79],"Radial":[80],"Basis":[81],"Auto-Encoder":[82],"Function":[83],"Neural":[84],"Network":[85],"(Ker_RadBAEFNN)":[86],"technique":[87],"proposed":[89,185,203,236],"that":[90,151,198],"performs":[91],"individual":[93,117],"classification":[95,140,159],"Moreover,":[100],"neural":[102,125],"networks":[103,126],"are":[104],"optimised":[105],"reinforcement":[109],"process":[110,115,141,160],"extraction":[114,132],"regarding":[116],"images.":[118,135],"Further,reinforcement-based":[119],"optimisation":[120],"estimates":[121],"for":[127,183,214],"undertaking":[128],"automatic":[130],"feature":[131],"The":[136,164,195],"performance":[137,200],"validated":[143],"MNIST,":[146],"METU,":[147],"COCO":[149],"determined":[152],"efficiency":[154],"recognition":[157],"retrieval.":[163],"experimental":[165],"analysis":[166,196],"carried":[168],"out":[169],"various":[172],"measures":[173],"as":[175,217,222,224],"accuracy,":[176],"precision,":[177],"recall,":[178],"F1-score,":[179],"RMSE,":[180],"MAPE":[182],"existing":[187,229],"GLCM-ABC,":[188],"PSO-ANN,":[189],"IRB-CNN,":[190],"FAGWO,":[191],"OCAM":[193],"methods.":[194],"shows":[197],"attained":[204,208],"better":[205],"effectiveness":[206],"accuracy":[209,232],"by":[210,240],"98%":[211],"diminished":[213],"state-of-the-art":[215],"techniques":[216],"92%,":[218],"95%,":[219],"94%,":[220],"96.8%,":[221],"well":[223],"96%,":[225],"respectively.":[226],"Compared":[227],"methods,":[230],"rate":[233],"method":[237],"maximised":[239],"1.3%.":[241]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
