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:10.1016/J.ENGAPPAI.2022.105556
{"id":"https://openalex.org/W4308577602","doi":"https://doi.org/10.1016/j.engappai.2022.105556","title":"Evolutionary feature selection on high dimensional data using a search space reduction approach","display_name":"Evolutionary feature selection on high dimensional data using a search space reduction approach","publication_year":2022,"publication_date":"2022-11-08","ids":{"openalex":"https://openalex.org/W4308577602","doi":"https://doi.org/10.1016/j.engappai.2022.105556"},"language":"en","primary_location":{"is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.engappai.2022.105556","pdf_url":null,"source":{"id":"https://openalex.org/S900972176","display_name":"Engineering Applications of Artificial Intelligence","issn_l":"0952-1976","issn":["0952-1976","1873-6769"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true},"type":"article","type_crossref":"journal-article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://doi.org/10.1016/j.engappai.2022.105556","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5056656076","display_name":"Miguel Garc\u00eda-Torres","orcid":"https://orcid.org/0000-0002-6867-7080"},"institutions":[{"id":"https://openalex.org/I95013407","display_name":"Universidad Pablo de Olavide","ror":"https://ror.org/02z749649","country_code":"ES","type":"education","lineage":["https://openalex.org/I95013407"]},{"id":"https://openalex.org/I340238431","display_name":"Universidad Americana","ror":"https://ror.org/02f6q5s54","country_code":"PY","type":"education","lineage":["https://openalex.org/I340238431"]}],"countries":["ES","PY"],"is_corresponding":true,"raw_author_name":"Miguel Garc\u00eda-Torres","raw_affiliation_strings":["Computer Engineer Department, Universidad Americana, Asunci\u00f3n 1029, Paraguay","Data Science and Big Data Lab, Universidad Pablo de Olavide, ES 41013, Seville, Spain"],"affiliations":[{"raw_affiliation_string":"Data Science and Big Data Lab, Universidad Pablo de Olavide, ES 41013, Seville, Spain","institution_ids":["https://openalex.org/I95013407"]},{"raw_affiliation_string":"Computer Engineer Department, Universidad Americana, Asunci\u00f3n 1029, Paraguay","institution_ids":["https://openalex.org/I340238431"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004305062","display_name":"Roberto Ru\u00edz","orcid":"https://orcid.org/0000-0002-7453-705X"},"institutions":[{"id":"https://openalex.org/I95013407","display_name":"Universidad Pablo de Olavide","ror":"https://ror.org/02z749649","country_code":"ES","type":"education","lineage":["https://openalex.org/I95013407"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Roberto Ruiz","raw_affiliation_strings":["Division of Computer Science, Universidad Pablo de Olavide, ES 41013, Seville, Spain"],"affiliations":[{"raw_affiliation_string":"Division of Computer Science, Universidad Pablo de Olavide, ES 41013, Seville, Spain","institution_ids":["https://openalex.org/I95013407"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5043334355","display_name":"Federico Divina","orcid":"https://orcid.org/0000-0002-0964-9506"},"institutions":[{"id":"https://openalex.org/I95013407","display_name":"Universidad Pablo de Olavide","ror":"https://ror.org/02z749649","country_code":"ES","type":"education","lineage":["https://openalex.org/I95013407"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Federico Divina","raw_affiliation_strings":["Data Science and Big Data Lab, Universidad Pablo de Olavide, ES 41013, Seville, Spain"],"affiliations":[{"raw_affiliation_string":"Data Science and Big Data Lab, Universidad Pablo de Olavide, ES 41013, Seville, Spain","institution_ids":["https://openalex.org/I95013407"]}]}],"institution_assertions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5056656076"],"corresponding_institution_ids":["https://openalex.org/I95013407","https://openalex.org/I340238431"],"apc_list":{"value":3170,"currency":"USD","value_usd":3170,"provenance":"doaj"},"apc_paid":{"value":3170,"currency":"USD","value_usd":3170,"provenance":"doaj"},"fwci":3.119,"has_fulltext":false,"cited_by_count":20,"citation_normalized_percentile":{"value":0.694314,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":97},"biblio":{"volume":"117","issue":null,"first_page":"105556","last_page":"105556"},"is_retracted":false,"is_paratext":false,"primary_topic":{"id":"https://openalex.org/T11975","display_name":"Evolutionary Algorithms and Applications","score":0.9981,"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":0.9981,"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/T10885","display_name":"Gene expression and cancer classification","score":0.9947,"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/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.992,"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/feature-vector","display_name":"Feature vector","score":0.53055054},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.46666828}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7851567},{"id":"https://openalex.org/C148483581","wikidata":"https://www.wikidata.org/wiki/Q446488","display_name":"Feature selection","level":2,"score":0.6822575},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.5736819},{"id":"https://openalex.org/C111030470","wikidata":"https://www.wikidata.org/wiki/Q1430460","display_name":"Curse of dimensionality","level":2,"score":0.5670551},{"id":"https://openalex.org/C83665646","wikidata":"https://www.wikidata.org/wiki/Q42139305","display_name":"Feature vector","level":2,"score":0.53055054},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5074741},{"id":"https://openalex.org/C70518039","wikidata":"https://www.wikidata.org/wiki/Q16000077","display_name":"Dimensionality reduction","level":2,"score":0.5063411},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4998033},{"id":"https://openalex.org/C152124472","wikidata":"https://www.wikidata.org/wiki/Q1204361","display_name":"Redundancy (engineering)","level":2,"score":0.48761407},{"id":"https://openalex.org/C109718341","wikidata":"https://www.wikidata.org/wiki/Q1385229","display_name":"Metaheuristic","level":2,"score":0.4865824},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.48443726},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.46666828},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.44657224},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.41940945},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3982293},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C149923435","wikidata":"https://www.wikidata.org/wiki/Q37732","display_name":"Demography","level":1,"score":0.0},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.engappai.2022.105556","pdf_url":null,"source":{"id":"https://openalex.org/S900972176","display_name":"Engineering Applications of Artificial Intelligence","issn_l":"0952-1976","issn":["0952-1976","1873-6769"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true}],"best_oa_location":{"is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.engappai.2022.105556","pdf_url":null,"source":{"id":"https://openalex.org/S900972176","display_name":"Engineering Applications of Artificial Intelligence","issn_l":"0952-1976","issn":["0952-1976","1873-6769"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true},"sustainable_development_goals":[],"grants":[],"datasets":[],"versions":[],"referenced_works_count":59,"referenced_works":["https://openalex.org/W1551167422","https://openalex.org/W1565746575","https://openalex.org/W1570713908","https://openalex.org/W196871588","https://openalex.org/W1979377971","https://openalex.org/W1992696529","https://openalex.org/W1996355918","https://openalex.org/W2015954856","https://openalex.org/W2017337590","https://openalex.org/W2027902860","https://openalex.org/W2032909675","https://openalex.org/W2040492000","https://openalex.org/W2044170702","https://openalex.org/W2052174517","https://openalex.org/W2053992818","https://openalex.org/W2057176608","https://openalex.org/W2064208261","https://openalex.org/W2076356585","https://openalex.org/W2083945868","https://openalex.org/W2083955084","https://openalex.org/W2087684630","https://openalex.org/W2094415483","https://openalex.org/W2101386839","https://openalex.org/W2116045745","https://openalex.org/W2122538988","https://openalex.org/W2134086158","https://openalex.org/W2146279700","https://openalex.org/W2153635508","https://openalex.org/W2156571267","https://openalex.org/W2167689714","https://openalex.org/W2307705085","https://openalex.org/W2343420905","https://openalex.org/W2510524207","https://openalex.org/W2609731728","https://openalex.org/W2803745262","https://openalex.org/W2948009788","https://openalex.org/W2955396085","https://openalex.org/W2992732987","https://openalex.org/W2998216295","https://openalex.org/W3023149700","https://openalex.org/W3023540311","https://openalex.org/W3038617416","https://openalex.org/W3040832198","https://openalex.org/W3042582303","https://openalex.org/W3090756182","https://openalex.org/W3103913776","https://openalex.org/W3105524694","https://openalex.org/W3137652486","https://openalex.org/W3137665052","https://openalex.org/W3169921076","https://openalex.org/W3182382085","https://openalex.org/W4205452154","https://openalex.org/W4206946444","https://openalex.org/W4210242654","https://openalex.org/W4210610477","https://openalex.org/W4210824536","https://openalex.org/W4244157313","https://openalex.org/W4244854391","https://openalex.org/W4249507874"],"related_works":["https://openalex.org/W3089231081","https://openalex.org/W2354420595","https://openalex.org/W2187269125","https://openalex.org/W2166963679","https://openalex.org/W2093956241","https://openalex.org/W2074396517","https://openalex.org/W1995622179","https://openalex.org/W1641615907","https://openalex.org/W1552543208","https://openalex.org/W1484111231"],"abstract_inverted_index":{"Feature":[0],"selection":[1],"is":[2],"becoming":[3],"more":[4,6],"and":[5,27,109,183,198],"a":[7,84,92,136],"challenging":[8],"task":[9],"due":[10],"to":[11,37,46,60,64,79,101],"the":[12,15,18,23,28,31,39,48,65,69,72,124,129,134,142,153,157,167,171,175,205,212,219,222],"increase":[13],"of":[14,17,22,30,42,107,131,138,160,170,196,215,221],"dimensionality":[16],"data.":[19,172],"The":[20,186],"complexity":[21],"interactions":[24],"among":[25],"features":[26,161,216],"size":[29],"search":[32,49,135],"space":[33],"make":[34],"it":[35,164],"unfeasible":[36],"find":[38],"optimal":[40],"subset":[41,159],"features.":[43],"In":[44,87],"order":[45],"reduce":[47],"space,":[50],"feature":[51,62,99,125],"grouping":[52,100],"has":[53],"arisen":[54],"as":[55,145,147],"an":[56,103],"approach":[57],"that":[58,97,204],"allows":[59],"cluster":[61],"according":[63],"shared":[66],"information":[67],"about":[68],"class.":[70],"On":[71],"other":[73,194,199],"hand,":[74],"metaheuristic":[75],"algorithms":[76],"have":[77],"proven":[78],"achieve":[80],"sub-optimal":[81],"solutions":[82],"within":[83],"reasonable":[85],"time.":[86],"this":[88],"work":[89],"we":[90],"propose":[91],"Scatter":[93],"Search":[94],"(SS)":[95],"strategy":[96,155,176,207],"uses":[98],"generate":[102],"initial":[104],"population":[105,137],"comprised":[106],"diverse":[108,146],"high":[110,178],"quality":[111],"solutions.":[112,149],"Solutions":[113],"are":[114,188],"then":[115],"evolved":[116],"by":[117,193],"applying":[118],"random":[119],"mechanisms":[120],"in":[121],"combination":[122],"with":[123,128,190],"group":[126],"structure,":[127],"objective":[130],"maintaining":[132],"during":[133],"good":[139],"and,":[140],"at":[141],"same":[143],"time,":[144],"possible":[148],"Not":[150],"only":[151],"does":[152],"proposed":[154,206],"provide":[156],"best":[158],"found":[162],"but":[163],"also":[165],"reduces":[166],"redundancy":[168],"structure":[169],"We":[173],"test":[174],"on":[177,210],"dimensional":[179],"data":[180],"from":[181],"biomedical":[182],"text-mining":[184],"domains.":[185],"results":[187],"compared":[189],"those":[191],"obtained":[192],"adaptations":[195],"SS":[197],"popular":[200],"strategies.":[201],"Results":[202],"show":[203],"can":[208],"find,":[209],"average,":[211],"smallest":[213],"subsets":[214],"without":[217],"degrading":[218],"performance":[220],"classifier.":[223]},"cited_by_api_url":"https://api.openalex.org/works?filter=cites:W4308577602","counts_by_year":[{"year":2024,"cited_by_count":10},{"year":2023,"cited_by_count":10}],"updated_date":"2024-12-06T23:04:44.648283","created_date":"2022-11-12"}