iBet uBet web content aggregator. Adding the entire web to your favor.
iBet uBet web content aggregator. Adding the entire web to your favor.



Link to original content: https://api.openalex.org/works/doi:10.1109/CIBCB.2015.7300338
{"id":"https://openalex.org/W1930460025","doi":"https://doi.org/10.1109/cibcb.2015.7300338","title":"A novel gene selection algorithm for cancer identification based on random forest and particle swarm optimization","display_name":"A novel gene selection algorithm for cancer identification based on random forest and particle swarm optimization","publication_year":2015,"publication_date":"2015-08-01","ids":{"openalex":"https://openalex.org/W1930460025","doi":"https://doi.org/10.1109/cibcb.2015.7300338","mag":"1930460025"},"language":"en","primary_location":{"is_oa":false,"landing_page_url":"https://doi.org/10.1109/cibcb.2015.7300338","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/A5022101226","display_name":"Elnaz Pashaei","orcid":"https://orcid.org/0000-0001-9391-9785"},"institutions":[{"id":"https://openalex.org/I4101805","display_name":"Y\u0131ld\u0131z Technical University","ror":"https://ror.org/0547yzj13","country_code":"TR","type":"education","lineage":["https://openalex.org/I4101805"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Elnaz Pashaei","raw_affiliation_strings":["Department of Computer Engineering Yildiz Technical University Istanbul Turkey"],"affiliations":[{"raw_affiliation_string":"Department of Computer Engineering Yildiz Technical University Istanbul Turkey","institution_ids":["https://openalex.org/I4101805"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5087269421","display_name":"Mustafa \u00d6zen","orcid":"https://orcid.org/0000-0002-6142-5294"},"institutions":[{"id":"https://openalex.org/I4210104933","display_name":"Biruni University","ror":"https://ror.org/01nkhmn89","country_code":"TR","type":"education","lineage":["https://openalex.org/I4210104933"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Mustafa Ozen","raw_affiliation_strings":["Department of Molecular Biology and Genetics, Biruni University, Istanbul, Turkey"],"affiliations":[{"raw_affiliation_string":"Department of Molecular Biology and Genetics, Biruni University, Istanbul, Turkey","institution_ids":["https://openalex.org/I4210104933"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5015969726","display_name":"Nizamettin Ayd\u0131n","orcid":"https://orcid.org/0000-0003-0022-2247"},"institutions":[{"id":"https://openalex.org/I4101805","display_name":"Y\u0131ld\u0131z Technical University","ror":"https://ror.org/0547yzj13","country_code":"TR","type":"education","lineage":["https://openalex.org/I4101805"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Nizamettin Aydin","raw_affiliation_strings":["Department of Computer Engineering, Yildiz Technical University, Istanbul, Turkey (phone: 90-212-"],"affiliations":[{"raw_affiliation_string":"Department of Computer Engineering, Yildiz Technical University, Istanbul, Turkey (phone: 90-212-","institution_ids":["https://openalex.org/I4101805"]}]}],"institution_assertions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":2.662,"has_fulltext":true,"fulltext_origin":"ngrams","cited_by_count":13,"citation_normalized_percentile":{"value":0.843267,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":87,"max":88},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"primary_topic":{"id":"https://openalex.org/T10885","display_name":"Gene expression and cancer classification","score":0.9993,"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":0.9993,"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/T10887","display_name":"Bioinformatics and Genomic Networks","score":0.9707,"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/T10057","display_name":"Face and Expression Recognition","score":0.9701,"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/gene-selection","display_name":"Gene selection","score":0.57236403}],"concepts":[{"id":"https://openalex.org/C169258074","wikidata":"https://www.wikidata.org/wiki/Q245748","display_name":"Random forest","level":2,"score":0.69064605},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.66718537},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.6479668},{"id":"https://openalex.org/C85617194","wikidata":"https://www.wikidata.org/wiki/Q2072794","display_name":"Particle swarm optimization","level":2,"score":0.62275624},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.57869977},{"id":"https://openalex.org/C2984324147","wikidata":"https://www.wikidata.org/wiki/Q3080021","display_name":"Gene selection","level":5,"score":0.57236403},{"id":"https://openalex.org/C148483581","wikidata":"https://www.wikidata.org/wiki/Q446488","display_name":"Feature selection","level":2,"score":0.5590672},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.55325615},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5410743},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.44675964},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.32272398},{"id":"https://openalex.org/C8415881","wikidata":"https://www.wikidata.org/wiki/Q6839217","display_name":"Microarray analysis techniques","level":4,"score":0.26578557},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.2209768},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.08884305},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C150194340","wikidata":"https://www.wikidata.org/wiki/Q26972","display_name":"Gene expression","level":3,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"is_oa":false,"landing_page_url":"https://doi.org/10.1109/cibcb.2015.7300338","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":[{"score":0.75,"display_name":"Life on land","id":"https://metadata.un.org/sdg/15"}],"grants":[],"datasets":[],"versions":[],"referenced_works_count":15,"referenced_works":["https://openalex.org/W1580975179","https://openalex.org/W1846834678","https://openalex.org/W2008276243","https://openalex.org/W2018658696","https://openalex.org/W2059321491","https://openalex.org/W2069928051","https://openalex.org/W2102794349","https://openalex.org/W2109364787","https://openalex.org/W2109525984","https://openalex.org/W2125055259","https://openalex.org/W2129659619","https://openalex.org/W2150630892","https://openalex.org/W2568830032","https://openalex.org/W2911964244","https://openalex.org/W429766147"],"related_works":["https://openalex.org/W4388745254","https://openalex.org/W4238387581","https://openalex.org/W2980082554","https://openalex.org/W2889302474","https://openalex.org/W2767419625","https://openalex.org/W2595156610","https://openalex.org/W2389704471","https://openalex.org/W2387981317","https://openalex.org/W2181634350","https://openalex.org/W1517228774"],"abstract_inverted_index":{"In":[0,30,90],"order":[1],"to":[2,12,38,47,54,85,123,197],"achieve":[3],"informative":[4],"gene":[5,19,50],"from":[6,61],"thousands":[7],"of":[8,15,24,130,157],"candidate":[9],"genes":[10,60,80,114,177],"contributing":[11],"the":[13,31,76,91,109,128,198],"symptom":[14],"cancer,":[16],"two":[17],"novel":[18,97],"selection":[20],"approaches":[21],"for":[22,180],"classification":[23,88,163,194,200],"multiclass":[25],"microarray":[26,172],"datasets":[27,173],"are":[28],"proposed.":[29],"first,":[32],"method":[33,98,120,169],"we":[34,94,146,183],"use":[35],"k-means":[36],"clustering":[37,141],"remove":[39,55],"redundancy,":[40],"and":[41,66,126,143,160,174,191],"then":[42],"apply":[43,112],"Random":[44],"Forest":[45],"(RF)":[46],"rank":[48],"each":[49,62],"in":[51],"every":[52],"cluster":[53,63],"irrelevance.":[56],"The":[57],"top":[58],"scored":[59],"is":[64,73,81],"gathered":[65],"a":[67,96,149,154],"new":[68],"feature":[69,158],"subset":[70,159],"(filtered":[71],"genes)":[72],"generated.":[74],"At":[75],"last":[77],"stage":[78],"filtered":[79,113,176],"used":[82],"as":[83,108,121,178],"input":[84,122,179],"eight":[86],"benchmark":[87],"methods.":[89,201],"second":[92],"approach":[93],"develop":[95],"utilizing":[99],"Particle":[100],"Swarm":[101],"Optimization":[102],"combined":[103],"with":[104,132],"BoostedC5.0":[105],"decision":[106],"tree":[107],"classifier.":[110],"We":[111],"that":[115,138,185],"achieved":[116],"by":[117,139,166],"first":[118],"proposed":[119,186],"PSO+BoostedC5.0":[124,187],"classifier":[125],"compare":[127],"performance":[129],"it":[131],"8":[133],"classifiers.":[134],"Experimental":[135],"results":[136],"show":[137],"using":[140,175],"technique":[142],"RF":[144],"ranking":[145],"can":[147],"give":[148],"true":[150],"pattern":[151],"which":[152],"select":[153],"smaller":[155],"number":[156],"obtain":[161],"better":[162],"accuracy.":[164],"Also":[165],"applying":[167],"this":[168],"on":[170],"ten":[171],"9":[181],"classifiers":[182],"showed":[184],"simplifies":[188],"features":[189],"effectively":[190],"obtains":[192],"higher":[193],"accuracy":[195],"compared":[196],"other":[199]},"cited_by_api_url":"https://api.openalex.org/works?filter=cites:W1930460025","counts_by_year":[{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":3},{"year":2017,"cited_by_count":2}],"updated_date":"2024-12-10T00:44:18.293095","created_date":"2016-06-24"}