{"id":"https://openalex.org/W2898790166","doi":"https://doi.org/10.1145/3279996.3280027","title":"Towards parallel migrating birds framework for feature subset problem","display_name":"Towards parallel migrating birds framework for feature subset problem","publication_year":2018,"publication_date":"2018-10-01","ids":{"openalex":"https://openalex.org/W2898790166","doi":"https://doi.org/10.1145/3279996.3280027","mag":"2898790166"},"language":"en","primary_location":{"id":"doi:10.1145/3279996.3280027","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3279996.3280027","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the First International Conference on Data Science, E-learning and Information Systems","raw_type":"proceedings-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/A5038568988","display_name":"Naoual El Aboudi","orcid":"https://orcid.org/0000-0001-7718-3405"},"institutions":[{"id":"https://openalex.org/I126477371","display_name":"Mohammed V University","ror":"https://ror.org/00r8w8f84","country_code":"MA","type":"education","lineage":["https://openalex.org/I126477371"]}],"countries":["MA"],"is_corresponding":true,"raw_author_name":"Naoual El Aboudi","raw_affiliation_strings":["Mohammed V University in rabat, Morocco"],"affiliations":[{"raw_affiliation_string":"Mohammed V University in rabat, Morocco","institution_ids":["https://openalex.org/I126477371"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5081633019","display_name":"La\u00efla Benhlima","orcid":"https://orcid.org/0000-0002-0680-5470"},"institutions":[{"id":"https://openalex.org/I126477371","display_name":"Mohammed V University","ror":"https://ror.org/00r8w8f84","country_code":"MA","type":"education","lineage":["https://openalex.org/I126477371"]}],"countries":["MA"],"is_corresponding":false,"raw_author_name":"Laila Benhlima","raw_affiliation_strings":["Mohammed V University in rabat, Morrocco"],"affiliations":[{"raw_affiliation_string":"Mohammed V University in rabat, Morrocco","institution_ids":["https://openalex.org/I126477371"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5038568988"],"corresponding_institution_ids":["https://openalex.org/I126477371"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.12240139,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12535","display_name":"Machine Learning and Data Classification","score":0.9975000023841858,"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/T12535","display_name":"Machine Learning and Data Classification","score":0.9975000023841858,"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":0.9973999857902527,"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/T10538","display_name":"Data Mining Algorithms and Applications","score":0.9948999881744385,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.795427680015564},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.7127324938774109},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.604490339756012},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.5905357003211975},{"id":"https://openalex.org/keywords/feature-selection","display_name":"Feature selection","score":0.5839294195175171},{"id":"https://openalex.org/keywords/population","display_name":"Population","score":0.5569382905960083},{"id":"https://openalex.org/keywords/optimization-problem","display_name":"Optimization problem","score":0.4824855625629425},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.43132007122039795},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.28348222374916077},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.16811290383338928}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.795427680015564},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.7127324938774109},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.604490339756012},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.5905357003211975},{"id":"https://openalex.org/C148483581","wikidata":"https://www.wikidata.org/wiki/Q446488","display_name":"Feature selection","level":2,"score":0.5839294195175171},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.5569382905960083},{"id":"https://openalex.org/C137836250","wikidata":"https://www.wikidata.org/wiki/Q984063","display_name":"Optimization problem","level":2,"score":0.4824855625629425},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.43132007122039795},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.28348222374916077},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.16811290383338928},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","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/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3279996.3280027","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3279996.3280027","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the First International Conference on Data Science, E-learning and Information Systems","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":17,"referenced_works":["https://openalex.org/W1487321909","https://openalex.org/W1601646686","https://openalex.org/W1964144089","https://openalex.org/W1995806857","https://openalex.org/W2046357518","https://openalex.org/W2063517468","https://openalex.org/W2071988618","https://openalex.org/W2072026441","https://openalex.org/W2146689953","https://openalex.org/W2167101736","https://openalex.org/W2202160570","https://openalex.org/W2343420905","https://openalex.org/W2537725778","https://openalex.org/W2562381368","https://openalex.org/W2580751378","https://openalex.org/W2688602461","https://openalex.org/W6649153663"],"related_works":["https://openalex.org/W4390608645","https://openalex.org/W4247566972","https://openalex.org/W4394895745","https://openalex.org/W2960264696","https://openalex.org/W3090563135","https://openalex.org/W2497432351","https://openalex.org/W4206777497","https://openalex.org/W2910064364","https://openalex.org/W4386564352","https://openalex.org/W2952668426"],"abstract_inverted_index":{"Migrating":[0],"birds":[1,32,58],"optimization":[2,33,59],"is":[3],"of":[4,26,71],"the":[5,19,69],"most":[6],"promising":[7],"population":[8,51],"based":[9,29,55],"techniques":[10],"applied":[11],"to":[12,62,78],"many":[13],"real":[14],"world":[15],"applications":[16],"in":[17],"particular":[18],"feature":[20,27,52],"subset":[21],"problem.":[22],"The":[23],"sequential":[24],"version":[25],"selection":[28,53],"on":[30,56],"migrating":[31,57],"achieves":[34],"good":[35],"results":[36],"but":[37],"consumes":[38],"a":[39,49],"high":[40],"computational":[41],"time.":[42],"To":[43],"tackle":[44],"this":[45],"problem,":[46],"we":[47,74],"propose":[48],"parallel":[50],"approach":[54,67],"(MBO)":[60],"adapted":[61],"big":[63],"data":[64],"systems.":[65],"This":[66],"follows":[68],"paradigm":[70],"MapReduce":[72],"and":[73],"describe":[75],"different":[76],"phases":[77],"implement":[79],"it":[80],"using":[81],"Hadoop":[82],"platform.":[83]},"counts_by_year":[{"year":2023,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}