{"id":"https://openalex.org/W4391936584","doi":"https://doi.org/10.1109/ocit59427.2023.10430579","title":"Dynamic Population-Based Jaya Algorithm for Genetic Biomarker Classification","display_name":"Dynamic Population-Based Jaya Algorithm for Genetic Biomarker Classification","publication_year":2023,"publication_date":"2023-12-13","ids":{"openalex":"https://openalex.org/W4391936584","doi":"https://doi.org/10.1109/ocit59427.2023.10430579"},"language":"en","primary_location":{"is_oa":false,"landing_page_url":"https://doi.org/10.1109/ocit59427.2023.10430579","pdf_url":null,"source":null,"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false},"type":"article","type_crossref":"proceedings-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/A5027955724","display_name":"Santos Kumar Baliarsingh","orcid":"https://orcid.org/0000-0002-2092-5014"},"institutions":[{"id":"https://openalex.org/I67357951","display_name":"KIIT University","ror":"https://ror.org/00k8zt527","country_code":"IN","type":"funder","lineage":["https://openalex.org/I67357951"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Santos Kumar Baliarsingh","raw_affiliation_strings":["KIIT Deemed to be University,School of Computer Engineering,Bhubaneswar,India,751024"],"affiliations":[{"raw_affiliation_string":"KIIT Deemed to be University,School of Computer Engineering,Bhubaneswar,India,751024","institution_ids":["https://openalex.org/I67357951"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5035076881","display_name":"Prabhu Prasad Dev","orcid":"https://orcid.org/0000-0002-7101-1300"},"institutions":[{"id":"https://openalex.org/I67357951","display_name":"KIIT University","ror":"https://ror.org/00k8zt527","country_code":"IN","type":"funder","lineage":["https://openalex.org/I67357951"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Prabhu Prasad Dev","raw_affiliation_strings":["KIIT Deemed to be University,School of Computer Engineering,Bhubaneswar,India,751024"],"affiliations":[{"raw_affiliation_string":"KIIT Deemed to be University,School of Computer Engineering,Bhubaneswar,India,751024","institution_ids":["https://openalex.org/I67357951"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5048824560","display_name":"Ashutosh Bhoi","orcid":"https://orcid.org/0009-0001-6789-2715"},"institutions":[{"id":"https://openalex.org/I885392262","display_name":"GITAM University","ror":"https://ror.org/0440p1d37","country_code":"IN","type":"funder","lineage":["https://openalex.org/I885392262"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Ashutosh Bhoi","raw_affiliation_strings":["GITAM Deemed to be University,Department of Computer Science & Engineering,Visakhapatnam,India,530045"],"affiliations":[{"raw_affiliation_string":"GITAM Deemed to be University,Department of Computer Science & Engineering,Visakhapatnam,India,530045","institution_ids":["https://openalex.org/I885392262"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074544836","display_name":"Jasaswi Prasad Mohanty","orcid":"https://orcid.org/0000-0002-2049-519X"},"institutions":[{"id":"https://openalex.org/I67357951","display_name":"KIIT University","ror":"https://ror.org/00k8zt527","country_code":"IN","type":"funder","lineage":["https://openalex.org/I67357951"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Jasaswi Prasad Mohanty","raw_affiliation_strings":["KIIT Deemed to be University,School of Computer Engineering,Bhubaneswar,India,751024"],"affiliations":[{"raw_affiliation_string":"KIIT Deemed to be University,School of Computer Engineering,Bhubaneswar,India,751024","institution_ids":["https://openalex.org/I67357951"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5033761272","display_name":"Jhalak Hota","orcid":null},"institutions":[{"id":"https://openalex.org/I67357951","display_name":"KIIT University","ror":"https://ror.org/00k8zt527","country_code":"IN","type":"funder","lineage":["https://openalex.org/I67357951"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Jhalak Hota","raw_affiliation_strings":["KIIT Deemed to be University,School of Computer Engineering,Bhubaneswar,India,751024"],"affiliations":[{"raw_affiliation_string":"KIIT Deemed to be University,School of Computer Engineering,Bhubaneswar,India,751024","institution_ids":["https://openalex.org/I67357951"]}]}],"institution_assertions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.0,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":0,"max":66},"biblio":{"volume":null,"issue":null,"first_page":"272","last_page":"277"},"is_retracted":false,"is_paratext":false,"primary_topic":{"id":"https://openalex.org/T10885","display_name":"Gene expression and cancer classification","score":0.9984,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},"topics":[{"id":"https://openalex.org/T10885","display_name":"Gene expression and cancer classification","score":0.9984,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T12254","display_name":"Machine Learning in Bioinformatics","score":0.9924,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T11975","display_name":"Evolutionary Algorithms and Applications","score":0.9814,"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/statistical-classification","display_name":"Statistical classification","score":0.4136328}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.603964},{"id":"https://openalex.org/C8880873","wikidata":"https://www.wikidata.org/wiki/Q187787","display_name":"Genetic algorithm","level":2,"score":0.5129723},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.46863627},{"id":"https://openalex.org/C110083411","wikidata":"https://www.wikidata.org/wiki/Q1744628","display_name":"Statistical classification","level":2,"score":0.4136328},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.37793118},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.36328065},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3140639},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.08961135},{"id":"https://openalex.org/C99454951","wikidata":"https://www.wikidata.org/wiki/Q932068","display_name":"Environmental health","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"is_oa":false,"landing_page_url":"https://doi.org/10.1109/ocit59427.2023.10430579","pdf_url":null,"source":null,"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false}],"best_oa_location":null,"sustainable_development_goals":[],"grants":[],"datasets":[],"versions":[],"referenced_works_count":17,"referenced_works":["https://openalex.org/W1994041743","https://openalex.org/W2005947278","https://openalex.org/W2011333145","https://openalex.org/W2042253843","https://openalex.org/W2763523016","https://openalex.org/W2801394770","https://openalex.org/W2881742599","https://openalex.org/W2891288832","https://openalex.org/W2903624772","https://openalex.org/W2903754912","https://openalex.org/W2955717168","https://openalex.org/W2964910451","https://openalex.org/W2973691210","https://openalex.org/W3033046285","https://openalex.org/W3037971652","https://openalex.org/W4225637082","https://openalex.org/W4281770631"],"related_works":["https://openalex.org/W4379620033","https://openalex.org/W4361733776","https://openalex.org/W4361731994","https://openalex.org/W4312120370","https://openalex.org/W4281776617","https://openalex.org/W4200459988","https://openalex.org/W3213683101","https://openalex.org/W3186233728","https://openalex.org/W3035095237","https://openalex.org/W2761444021"],"abstract_inverted_index":{"Cancer":[0],"is":[1,37,83,92,111,140,146,151],"among":[2],"the":[3,26,34,40,71,119,144,157,161,167,170],"leading":[4],"causes":[5],"of":[6,16,28,33,52,75,118,155,169,186],"death":[7],"worldwide.":[8],"If":[9],"we":[10],"can":[11,21],"predict":[12],"an":[13],"individual's":[14],"risk":[15,27],"developing":[17,29],"cancer,":[18],"then":[19],"steps":[20],"be":[22],"taken":[23],"to":[24,38,147],"minimize":[25],"a":[30,67,86,103,135,152],"malignancy.":[31],"One":[32],"useful":[35],"techniques":[36],"identify":[39],"genetic":[41],"biomarkers":[42,54,76],"that":[43,190],"are":[44,124,176],"responsible":[45],"for":[46,70,113,178],"causing":[47],"cancer.":[48],"Detection":[49],"and":[50,73],"classification":[51,74],"these":[53],"require":[55],"either":[56],"biopsy":[57],"computer-aided":[58],"imaging":[59],"or":[60],"microarray":[61,78],"data":[62,79],"analysis.":[63,80],"This":[64],"paper":[65],"proposes":[66],"new":[68],"technique":[69],"detection":[72],"using":[77,95],"The":[81,116,184],"work":[82],"based":[84,125],"on":[85,126],"hybrid":[87],"method":[88,193],"where":[89],"gene":[90],"selection":[91],"carried":[93],"out":[94],"minimum":[96],"redundancy":[97],"maximum":[98],"relevance":[99],"(mRMR)":[100],"followed":[101],"by":[102],"dynamic":[104,136],"population-based":[105,137,198],"Jaya":[106],"algorithm.":[107],"Here":[108],"logistic":[109],"map":[110],"employed":[112,141],"faster":[114],"convergence.":[115],"majority":[117],"existing":[120],"evolutionary":[121,138],"algorithms":[122,175],"(EAs)":[123],"fixed":[127,197],"population":[128,158],"size":[129,159],"which":[130],"increases":[131],"computation":[132],"time.":[133],"Therefore,":[134],"algorithm":[139],"here.":[142],"Specifically,":[143],"goal":[145],"investigate":[148],"if":[149],"there":[150],"significant":[153],"advantage":[154],"reducing":[156],"with":[160],"increase":[162],"in":[163],"iterations.":[164],"To":[165],"validate":[166],"performance":[168],"proposed":[171,192],"method,":[172],"three":[173,181],"state-of-the-art":[174],"selected":[177],"comparison":[179],"over":[180],"benchmark":[182],"datasets.":[183],"results":[185],"our":[187,191],"experiments":[188],"prove":[189],"performs":[194],"better":[195],"than":[196],"methods.":[199]},"abstract_inverted_index_v3":null,"cited_by_api_url":"https://api.openalex.org/works?filter=cites:W4391936584","counts_by_year":[],"updated_date":"2025-02-25T22:13:09.056881","created_date":"2024-02-20"}