{"id":"https://openalex.org/W3010821725","doi":"https://doi.org/10.1109/aiccsa47632.2019.9035266","title":"A Genetic-Frog Leaping Algorithm for Large Dataset Document Clustering","display_name":"A Genetic-Frog Leaping Algorithm for Large Dataset Document Clustering","publication_year":2019,"publication_date":"2019-11-01","ids":{"openalex":"https://openalex.org/W3010821725","doi":"https://doi.org/10.1109/aiccsa47632.2019.9035266","mag":"3010821725"},"language":"en","primary_location":{"id":"doi:10.1109/aiccsa47632.2019.9035266","is_oa":false,"landing_page_url":"https://doi.org/10.1109/aiccsa47632.2019.9035266","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 IEEE/ACS 16th International Conference on Computer Systems and Applications (AICCSA)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5078051608","display_name":"Lubna Al-Henaki","orcid":null},"institutions":[{"id":"https://openalex.org/I28022161","display_name":"King Saud University","ror":"https://ror.org/02f81g417","country_code":"SA","type":"education","lineage":["https://openalex.org/I28022161"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"Lubna Alhenaki","raw_affiliation_strings":["Computer Science Department, King Saud University, Riyadh, Saudi Arabia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computer Science Department, King Saud University, Riyadh, Saudi Arabia","institution_ids":["https://openalex.org/I28022161"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5050226997","display_name":"Manar Hosny","orcid":"https://orcid.org/0000-0003-3054-647X"},"institutions":[{"id":"https://openalex.org/I28022161","display_name":"King Saud University","ror":"https://ror.org/02f81g417","country_code":"SA","type":"education","lineage":["https://openalex.org/I28022161"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"Manar Hosny","raw_affiliation_strings":["Computer Science Department, King Saud University, Riyadh, Saudi Arabia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computer Science Department, King Saud University, Riyadh, Saudi Arabia","institution_ids":["https://openalex.org/I28022161"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I28022161"],"apc_list":null,"apc_paid":null,"fwci":0.439,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.645238,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"45","issue":null,"first_page":"1","last_page":"4"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10538","display_name":"Data Mining Algorithms and Applications","score":0.9965999722480774,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T10538","display_name":"Data Mining Algorithms and Applications","score":0.9965999722480774,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T10637","display_name":"Advanced Clustering Algorithms Research","score":0.9958000183105469,"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":0.9937999844551086,"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/cluster-analysis","display_name":"Cluster analysis","score":0.8626681566238403},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.747834324836731},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.6356194615364075},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.601345956325531},{"id":"https://openalex.org/keywords/document-clustering","display_name":"Document clustering","score":0.5743714570999146},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5667946934700012},{"id":"https://openalex.org/keywords/genetic-algorithm","display_name":"Genetic algorithm","score":0.5618664026260376},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.46794265508651733},{"id":"https://openalex.org/keywords/correlation-clustering","display_name":"Correlation clustering","score":0.43268412351608276},{"id":"https://openalex.org/keywords/cure-data-clustering-algorithm","display_name":"CURE data clustering algorithm","score":0.4259647727012634},{"id":"https://openalex.org/keywords/feature-selection","display_name":"Feature selection","score":0.4114362299442291},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4103265702724457},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.38683944940567017},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.07756024599075317}],"concepts":[{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.8626681566238403},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.747834324836731},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.6356194615364075},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.601345956325531},{"id":"https://openalex.org/C177937566","wikidata":"https://www.wikidata.org/wiki/Q4223102","display_name":"Document clustering","level":3,"score":0.5743714570999146},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5667946934700012},{"id":"https://openalex.org/C8880873","wikidata":"https://www.wikidata.org/wiki/Q187787","display_name":"Genetic algorithm","level":2,"score":0.5618664026260376},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.46794265508651733},{"id":"https://openalex.org/C94641424","wikidata":"https://www.wikidata.org/wiki/Q5172845","display_name":"Correlation clustering","level":3,"score":0.43268412351608276},{"id":"https://openalex.org/C33704608","wikidata":"https://www.wikidata.org/wiki/Q5014717","display_name":"CURE data clustering algorithm","level":4,"score":0.4259647727012634},{"id":"https://openalex.org/C148483581","wikidata":"https://www.wikidata.org/wiki/Q446488","display_name":"Feature selection","level":2,"score":0.4114362299442291},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4103265702724457},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.38683944940567017},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.07756024599075317},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/aiccsa47632.2019.9035266","is_oa":false,"landing_page_url":"https://doi.org/10.1109/aiccsa47632.2019.9035266","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 IEEE/ACS 16th International Conference on Computer Systems and Applications (AICCSA)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":17,"referenced_works":["https://openalex.org/W121817788","https://openalex.org/W1659842140","https://openalex.org/W1978394996","https://openalex.org/W1994227850","https://openalex.org/W2038411763","https://openalex.org/W2096590200","https://openalex.org/W2108993219","https://openalex.org/W2120529703","https://openalex.org/W2140190241","https://openalex.org/W2153233077","https://openalex.org/W2181801724","https://openalex.org/W2492259724","https://openalex.org/W2538688051","https://openalex.org/W2792145771","https://openalex.org/W4387688680","https://openalex.org/W6685853503","https://openalex.org/W6728946187"],"related_works":["https://openalex.org/W2559422900","https://openalex.org/W2171610853","https://openalex.org/W3144143113","https://openalex.org/W3022637481","https://openalex.org/W3120229345","https://openalex.org/W2491448268","https://openalex.org/W2394117789","https://openalex.org/W2160785859","https://openalex.org/W2390610678","https://openalex.org/W2394193399"],"abstract_inverted_index":{"This":[0],"study":[1],"describes":[2],"the":[3,34,45,56,62,71,87,94,106,114,123],"development":[4],"of":[5,61,116,125],"a":[6,13,40,50],"text":[7,23,74,95],"document":[8,75,96],"clustering":[9,57,97],"optimization":[10],"model":[11],"using":[12,84],"novel":[14],"Genetic":[15,41],"Algorithm-Shuffled":[16],"Frog":[17],"Leaping":[18],"Algorithm":[19,42,53],"(GA-SFLA),":[20],"which":[21],"clusters":[22],"documents":[24],"based":[25],"on":[26,70,86],"selected":[27],"features":[28],"in":[29,37],"an":[30],"efficient":[31],"way.":[32],"In":[33,104],"approach":[35,64],"proposed":[36,63],"this":[38,119],"study,":[39],"(GA)":[43],"handles":[44,55],"feature":[46,107],"selection":[47,108],"task,":[48,98],"while":[49],"Shuffled":[51],"Frog-Leaping":[52],"(SFLA)":[54],"task.":[58],"The":[59],"effectiveness":[60],"was":[65,81],"evaluated":[66],"by":[67],"testing":[68],"it":[69,80],"popular":[72],"\"20Newsgroup\"":[73],"dataset.":[76],"After":[77],"multiple":[78],"experiments,":[79],"found":[82],"that":[83],"GA-SFLA":[85],"20Newsgroup":[88],"dataset":[89],"considerably":[90],"helped":[91],"to":[92,100,112],"enhance":[93],"compared":[99],"classical":[101],"K-means":[102],"clustering.":[103,117],"addition,":[105],"stage":[109],"greatly":[110],"contributed":[111],"improving":[113],"results":[115],"Nevertheless,":[118],"improvement":[120],"comes":[121],"at":[122],"expense":[124],"longer":[126],"computational":[127],"time.":[128]},"counts_by_year":[{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}
