{"id":"https://openalex.org/W2970531125","doi":"https://doi.org/10.1142/s0218213019500167","title":"Constructive Lazy Wolf Search Algorithm for Feature Selection in Classification","display_name":"Constructive Lazy Wolf Search Algorithm for Feature Selection in Classification","publication_year":2019,"publication_date":"2019-08-01","ids":{"openalex":"https://openalex.org/W2970531125","doi":"https://doi.org/10.1142/s0218213019500167","mag":"2970531125"},"language":"en","primary_location":{"id":"doi:10.1142/s0218213019500167","is_oa":false,"landing_page_url":"https://doi.org/10.1142/s0218213019500167","pdf_url":null,"source":{"id":"https://openalex.org/S178780388","display_name":"International Journal of Artificial Intelligence Tools","issn_l":"0218-2130","issn":["0218-2130","1793-6349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319815","host_organization_name":"World Scientific","host_organization_lineage":["https://openalex.org/P4310319815"],"host_organization_lineage_names":["World Scientific"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal on Artificial Intelligence Tools","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/A5031216364","display_name":"H. Benjamin Fredrick David","orcid":"https://orcid.org/0000-0001-9665-9958"},"institutions":[{"id":"https://openalex.org/I182997119","display_name":"Manonmaniam Sundaranar University","ror":"https://ror.org/02qgw5c67","country_code":"IN","type":"education","lineage":["https://openalex.org/I182997119"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"H. Benjamin Fredrick David","raw_affiliation_strings":["Department of Computer Science and Engineering, Manonmaniam Sundaranar University, Abishekapatti, Tirunelveli, India"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Manonmaniam Sundaranar University, Abishekapatti, Tirunelveli, India","institution_ids":["https://openalex.org/I182997119"]}]},{"author_position":"middle","author":{"id":null,"display_name":"A. Suruliandi","orcid":null},"institutions":[{"id":"https://openalex.org/I182997119","display_name":"Manonmaniam Sundaranar University","ror":"https://ror.org/02qgw5c67","country_code":"IN","type":"education","lineage":["https://openalex.org/I182997119"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"A. Suruliandi","raw_affiliation_strings":["Department of Computer Science and Engineering, Manonmaniam Sundaranar University, Abishekapatti, Tirunelveli, India"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Manonmaniam Sundaranar University, Abishekapatti, Tirunelveli, India","institution_ids":["https://openalex.org/I182997119"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5068883308","display_name":"S. P. Raja","orcid":null},"institutions":[{"id":"https://openalex.org/I1330855593","display_name":"Vel Tech Rangarajan Dr. Sagunthala R&D Institute of Science and Technology","ror":"https://ror.org/05bc5bx80","country_code":"IN","type":"education","lineage":["https://openalex.org/I1330855593"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"S. P. Raja","raw_affiliation_strings":["Department of Computer Science and Engineering, Vel Tech Rangarajan Dr. Sagunthala R&amp;D Institute of Science and Technology, Avadi, Chennai, Tamil Nadu, India"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Vel Tech Rangarajan Dr. Sagunthala R&amp;D Institute of Science and Technology, Avadi, Chennai, Tamil Nadu, India","institution_ids":["https://openalex.org/I1330855593"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5031216364"],"corresponding_institution_ids":["https://openalex.org/I182997119"],"apc_list":null,"apc_paid":null,"fwci":0.5781,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.75943208,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":96},"biblio":{"volume":"28","issue":"05","first_page":"1950016","last_page":"1950016"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.9991999864578247,"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/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.9991999864578247,"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/T12391","display_name":"Artificial Immune Systems Applications","score":0.9966999888420105,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12761","display_name":"Data Stream Mining Techniques","score":0.9868000149726868,"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/computer-science","display_name":"Computer science","score":0.8370615839958191},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.6504294872283936},{"id":"https://openalex.org/keywords/feature-selection","display_name":"Feature selection","score":0.545354962348938},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5144224762916565},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5109040141105652},{"id":"https://openalex.org/keywords/constructive","display_name":"Constructive","score":0.5003390312194824},{"id":"https://openalex.org/keywords/stability","display_name":"Stability (learning theory)","score":0.4772474765777588},{"id":"https://openalex.org/keywords/heuristic","display_name":"Heuristic","score":0.46038129925727844},{"id":"https://openalex.org/keywords/best-first-search","display_name":"Best-first search","score":0.46027183532714844},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.45159149169921875},{"id":"https://openalex.org/keywords/search-algorithm","display_name":"Search algorithm","score":0.451550155878067},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.430032342672348},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.39256536960601807},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.39117881655693054},{"id":"https://openalex.org/keywords/beam-search","display_name":"Beam search","score":0.20230677723884583},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.11511993408203125}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8370615839958191},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.6504294872283936},{"id":"https://openalex.org/C148483581","wikidata":"https://www.wikidata.org/wiki/Q446488","display_name":"Feature selection","level":2,"score":0.545354962348938},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5144224762916565},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5109040141105652},{"id":"https://openalex.org/C2778701210","wikidata":"https://www.wikidata.org/wiki/Q28130034","display_name":"Constructive","level":3,"score":0.5003390312194824},{"id":"https://openalex.org/C112972136","wikidata":"https://www.wikidata.org/wiki/Q7595718","display_name":"Stability (learning theory)","level":2,"score":0.4772474765777588},{"id":"https://openalex.org/C173801870","wikidata":"https://www.wikidata.org/wiki/Q201413","display_name":"Heuristic","level":2,"score":0.46038129925727844},{"id":"https://openalex.org/C46011968","wikidata":"https://www.wikidata.org/wiki/Q830527","display_name":"Best-first search","level":4,"score":0.46027183532714844},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.45159149169921875},{"id":"https://openalex.org/C125583679","wikidata":"https://www.wikidata.org/wiki/Q755673","display_name":"Search algorithm","level":2,"score":0.451550155878067},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.430032342672348},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.39256536960601807},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.39117881655693054},{"id":"https://openalex.org/C19889080","wikidata":"https://www.wikidata.org/wiki/Q2835852","display_name":"Beam search","level":3,"score":0.20230677723884583},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.11511993408203125},{"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/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","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/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1142/s0218213019500167","is_oa":false,"landing_page_url":"https://doi.org/10.1142/s0218213019500167","pdf_url":null,"source":{"id":"https://openalex.org/S178780388","display_name":"International Journal of Artificial Intelligence Tools","issn_l":"0218-2130","issn":["0218-2130","1793-6349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319815","host_organization_name":"World Scientific","host_organization_lineage":["https://openalex.org/P4310319815"],"host_organization_lineage_names":["World Scientific"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal on Artificial Intelligence Tools","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":13,"referenced_works":["https://openalex.org/W1543715688","https://openalex.org/W1970286667","https://openalex.org/W1977523613","https://openalex.org/W2006027806","https://openalex.org/W2061438946","https://openalex.org/W2065322714","https://openalex.org/W2086208228","https://openalex.org/W2277561952","https://openalex.org/W2278211498","https://openalex.org/W2486983281","https://openalex.org/W2765424924","https://openalex.org/W4229913003","https://openalex.org/W4249247926"],"related_works":["https://openalex.org/W4293525103","https://openalex.org/W3200179079","https://openalex.org/W3163334550","https://openalex.org/W2081821176","https://openalex.org/W3000120361","https://openalex.org/W4225307033","https://openalex.org/W2612877759","https://openalex.org/W3087493185","https://openalex.org/W4367844151","https://openalex.org/W2155336942"],"abstract_inverted_index":{"Data":[0],"mining":[1],"integrates":[2],"statistical":[3],"analysis,":[4],"machine":[5],"learning":[6],"and":[7,14,23,78,104,113,122,136],"database":[8],"technology":[9],"to":[10,126,139,165],"extract":[11],"hidden":[12],"patterns":[13],"relationships":[15],"from":[16],"data.":[17],"The":[18,145,179],"presence":[19],"of":[20,58,69,83,97],"irrelevant,":[21],"redundant":[22],"inconsistent":[24],"attributes":[25],"in":[26,129,169],"the":[27,56,59,67,70,81,84,91,95,115,130,133,142,167,170,184],"data":[28],"ushers":[29],"poor":[30],"classification":[31],"accuracy.":[32],"In":[33],"this":[34],"paper,":[35],"a":[36,152,161],"novel":[37],"bio-inspired":[38,176],"heuristic":[39],"swarm":[40],"optimization":[41,177],"algorithm":[42,147,186],"for":[43,75,108,141,155],"feature":[44],"selection,":[45],"namely":[46,102],"Constructive":[47],"Lazy":[48],"Wolf":[49,60],"Search":[50,61],"Algorithm":[51],"is":[52,64,148],"proposed":[53,146,185],"based":[54,65],"on":[55,66,90,94,151],"backbone":[57],"Algorithm.":[62],"It":[63],"behavior":[68,96,117],"real":[71],"wolves,":[72],"which":[73],"search":[74,131,134,140],"their":[76],"food":[77],"consequently":[79],"survive":[80],"attacks":[82],"threats":[85],"by":[86,118,182],"avoiding":[87],"them.":[88],"Based":[89],"study":[92],"conducted":[93],"wolves":[98,125],"two":[99],"natural":[100],"factors,":[101],"laziness":[103],"health":[105],"are":[106],"introduced":[107],"attaining":[109],"highest":[110],"efficiency.":[111],"Restricting":[112],"controlling":[114],"wolves\u2019":[116],"allowing":[119],"only":[120],"healthy":[121],"constructive":[123],"lazy":[124],"take":[127],"part":[128],"reduces":[132],"time":[135],"complexity":[137],"required":[138],"best":[143],"fitness.":[144],"then":[149],"applied":[150],"prisoner":[153],"dataset":[154],"crime":[156,191],"propensity":[157],"prediction":[158],"along":[159],"with":[160,174],"few":[162],"benchmark":[163],"datasets":[164],"prove":[166],"stability":[168],"improved":[171],"performance":[172],"compared":[173],"other":[175],"algorithms.":[178],"accuracy":[180],"achieved":[181],"fine-tuning":[183],"was":[187],"98.19%":[188],"providing":[189],"accurate":[190],"prevention.":[192]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":2}],"updated_date":"2026-04-21T08:09:41.155169","created_date":"2025-10-10T00:00:00"}
