{"id":"https://openalex.org/W3210763027","doi":"https://doi.org/10.1109/icccnt51525.2021.9579516","title":"Retracted: Optimal Decision Making for Deep Learning-Based Prediction with Combinatorial Optimization","display_name":"Retracted: Optimal Decision Making for Deep Learning-Based Prediction with Combinatorial Optimization","publication_year":2021,"publication_date":"2021-07-06","ids":{"openalex":"https://openalex.org/W3210763027","doi":"https://doi.org/10.1109/icccnt51525.2021.9579516","mag":"3210763027"},"language":"en","primary_location":{"id":"doi:10.1109/icccnt51525.2021.9579516","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icccnt51525.2021.9579516","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 12th International Conference on Computing Communication and Networking Technologies (ICCCNT)","raw_type":"proceedings-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/A5078329768","display_name":"Thaharim Khan","orcid":null},"institutions":[{"id":"https://openalex.org/I200606013","display_name":"Daffodil International University","ror":"https://ror.org/052t4a858","country_code":"BD","type":"education","lineage":["https://openalex.org/I200606013"]}],"countries":["BD"],"is_corresponding":true,"raw_author_name":"Thaharim Khan","raw_affiliation_strings":["Daffodil International University,Department of Computer Science & Engineering,Dhaka,Bangladesh"],"affiliations":[{"raw_affiliation_string":"Daffodil International University,Department of Computer Science & Engineering,Dhaka,Bangladesh","institution_ids":["https://openalex.org/I200606013"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5036602922","display_name":"Faisal Arafat","orcid":null},"institutions":[{"id":"https://openalex.org/I200606013","display_name":"Daffodil International University","ror":"https://ror.org/052t4a858","country_code":"BD","type":"education","lineage":["https://openalex.org/I200606013"]}],"countries":["BD"],"is_corresponding":false,"raw_author_name":"Faisal Arafat","raw_affiliation_strings":["Daffodil International University,Department of Computer Science & Engineering,Dhaka,Bangladesh"],"affiliations":[{"raw_affiliation_string":"Daffodil International University,Department of Computer Science & Engineering,Dhaka,Bangladesh","institution_ids":["https://openalex.org/I200606013"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089270051","display_name":"Aditya Rajbongshi","orcid":"https://orcid.org/0000-0001-6860-4204"},"institutions":[{"id":"https://openalex.org/I200606013","display_name":"Daffodil International University","ror":"https://ror.org/052t4a858","country_code":"BD","type":"education","lineage":["https://openalex.org/I200606013"]}],"countries":["BD"],"is_corresponding":false,"raw_author_name":"Aditya Rajbongshi","raw_affiliation_strings":["Daffodil International University,Department of Computer Science & Engineering,Dhaka,Bangladesh"],"affiliations":[{"raw_affiliation_string":"Daffodil International University,Department of Computer Science & Engineering,Dhaka,Bangladesh","institution_ids":["https://openalex.org/I200606013"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5026451933","display_name":"Sheak Rashed Haider Noori","orcid":"https://orcid.org/0000-0001-6937-6039"},"institutions":[{"id":"https://openalex.org/I200606013","display_name":"Daffodil International University","ror":"https://ror.org/052t4a858","country_code":"BD","type":"education","lineage":["https://openalex.org/I200606013"]}],"countries":["BD"],"is_corresponding":false,"raw_author_name":"Sheak Rashed Haider Noori","raw_affiliation_strings":["Daffodil International University,Department of Computer Science & Engineering,Dhaka,Bangladesh"],"affiliations":[{"raw_affiliation_string":"Daffodil International University,Department of Computer Science & Engineering,Dhaka,Bangladesh","institution_ids":["https://openalex.org/I200606013"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100637205","display_name":"Md. Zahid Hasan","orcid":"https://orcid.org/0000-0002-0132-1717"},"institutions":[{"id":"https://openalex.org/I200606013","display_name":"Daffodil International University","ror":"https://ror.org/052t4a858","country_code":"BD","type":"education","lineage":["https://openalex.org/I200606013"]}],"countries":["BD"],"is_corresponding":false,"raw_author_name":"Zahid Hasan","raw_affiliation_strings":["Daffodil International University,Department of Computer Science & Engineering,Dhaka,Bangladesh"],"affiliations":[{"raw_affiliation_string":"Daffodil International University,Department of Computer Science & Engineering,Dhaka,Bangladesh","institution_ids":["https://openalex.org/I200606013"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5078329768"],"corresponding_institution_ids":["https://openalex.org/I200606013"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.16490006,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":true,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11975","display_name":"Evolutionary Algorithms and Applications","score":0.9976999759674072,"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/T11975","display_name":"Evolutionary Algorithms and Applications","score":0.9976999759674072,"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/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.9901999831199646,"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/T11652","display_name":"Imbalanced Data Classification Techniques","score":0.9873999953269958,"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/deep-learning","display_name":"Deep learning","score":0.6960059404373169},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6947411298751831},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6335909366607666},{"id":"https://openalex.org/keywords/optimization-problem","display_name":"Optimization problem","score":0.5715450048446655},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.5606139898300171},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.5545350313186646},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.5493147969245911},{"id":"https://openalex.org/keywords/combinatorial-optimization","display_name":"Combinatorial optimization","score":0.532039999961853},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5236718058586121},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.5108429789543152},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.49125903844833374},{"id":"https://openalex.org/keywords/point","display_name":"Point (geometry)","score":0.438981294631958},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.42558541893959045},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.268954336643219},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.19466891884803772}],"concepts":[{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.6960059404373169},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6947411298751831},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6335909366607666},{"id":"https://openalex.org/C137836250","wikidata":"https://www.wikidata.org/wiki/Q984063","display_name":"Optimization problem","level":2,"score":0.5715450048446655},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.5606139898300171},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.5545350313186646},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.5493147969245911},{"id":"https://openalex.org/C52692508","wikidata":"https://www.wikidata.org/wiki/Q1333872","display_name":"Combinatorial optimization","level":2,"score":0.532039999961853},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5236718058586121},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.5108429789543152},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.49125903844833374},{"id":"https://openalex.org/C28719098","wikidata":"https://www.wikidata.org/wiki/Q44946","display_name":"Point (geometry)","level":2,"score":0.438981294631958},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.42558541893959045},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.268954336643219},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.19466891884803772},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icccnt51525.2021.9579516","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icccnt51525.2021.9579516","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 12th International Conference on Computing Communication and Networking Technologies (ICCCNT)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.6299999952316284,"id":"https://metadata.un.org/sdg/16","display_name":"Peace, Justice and strong institutions"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":21,"referenced_works":["https://openalex.org/W1503398984","https://openalex.org/W1587073842","https://openalex.org/W2117666205","https://openalex.org/W2121863487","https://openalex.org/W2330219538","https://openalex.org/W2330269603","https://openalex.org/W2576311753","https://openalex.org/W2753160622","https://openalex.org/W2890735789","https://openalex.org/W2998327136","https://openalex.org/W2999880425","https://openalex.org/W3028917691","https://openalex.org/W3047863327","https://openalex.org/W3100851656","https://openalex.org/W3158951286","https://openalex.org/W4211138382","https://openalex.org/W4289543668","https://openalex.org/W6635023658","https://openalex.org/W6743661861","https://openalex.org/W6754110879","https://openalex.org/W6794961155"],"related_works":["https://openalex.org/W4226493464","https://openalex.org/W4312417841","https://openalex.org/W3133861977","https://openalex.org/W2951211570","https://openalex.org/W3103566983","https://openalex.org/W3029198973","https://openalex.org/W2474680198","https://openalex.org/W2597689725","https://openalex.org/W2363855676","https://openalex.org/W1569102320"],"abstract_inverted_index":{"The":[0,71],"growing":[1],"advancement":[2],"of":[3,68,101,127,140,169],"technology":[4],"helps":[5],"researchers":[6],"a":[7,32,44,109,115,137],"lot":[8],"to":[9,85,94],"confront":[10],"new":[11,15],"problems":[12],"and":[13,81,118,163],"making":[14,31],"solutions.":[16],"Not":[17],"only":[18],"with":[19,98,124,155],"the":[20,52,58,62,66,96,99,121,125,131,167,190,193,198,205,209],"existing":[21],"algorithm":[22],"but":[23],"also":[24],"various":[25],"ways":[26],"can":[27],"be":[28,36],"found":[29],"for":[30,46,50,130,136],"solution.":[33],"This":[34,41,90,104],"could":[35],"either":[37],"mathematically":[38],"or":[39,87],"logically.":[40],"work":[42,92,105,146],"proposed":[43,91,145],"method":[45],"using":[47,197],"deep":[48,102,128],"learning":[49,129,153],"solving":[51],"combinatorial":[53,72,199],"optimization":[54,73,97,200],"problem":[55,74,110,138],"which":[56],"is":[57,75,112,172],"most":[59],"talked":[60],"about":[61],"topic":[63],"now":[64],"in":[65,79],"field":[67],"computer":[69],"science.":[70],"very":[76,82],"much":[77,83],"hard":[78],"nature":[80],"difficult":[84],"solve":[86],"compute":[88],"mathematically.":[89],"help":[93,100,126],"find":[95],"learning.":[103],"mainly":[106],"focuses":[107],"on":[108],"that":[111],"considered":[113],"as":[114,135,161],"data":[116],"point":[117],"finds":[119,196],"out":[120],"optimal":[122,194],"solution":[123,195,207],"given":[132],"task.":[133],"Such":[134],"set":[139],"mango":[141],"leave":[142],"disease,":[143],"this":[144],"at":[147],"first":[148],"by":[149,175],"applying":[150],"some":[151],"Deep":[152],"methods":[154],"Convolutional":[156],"Neural":[157],"Network":[158],"models":[159,171],"such":[160],"DenseNet201,":[162],"Inception":[164],"V3.":[165],"Also,":[166],"accuracy":[168],"these":[170],"again":[173],"justified":[174],"seven":[176],"performance":[177],"metrics":[178],"like":[179],"Accuracy,":[180],"Precision,":[181],"F1":[182],"Score,":[183],"Sensitivity,":[184],"Specificity,":[185],"FNR,":[186],"FPR.":[187],"After":[188],"getting":[189],"full":[191],"model":[192],"algorithm.":[201],"Which":[202],"gives":[203],"us":[204],"best":[206],"between":[208],"two":[210],"models.":[211]},"counts_by_year":[],"updated_date":"2026-03-08T06:56:09.383167","created_date":"2025-10-10T00:00:00"}