{"id":"https://openalex.org/W3047572591","doi":"https://doi.org/10.1007/s12559-020-09739-z","title":"Particle Swarm Optimization Based Swarm Intelligence for Active Learning Improvement: Application on Medical Data Classification","display_name":"Particle Swarm Optimization Based Swarm Intelligence for Active Learning Improvement: Application on Medical Data Classification","publication_year":2020,"publication_date":"2020-08-05","ids":{"openalex":"https://openalex.org/W3047572591","doi":"https://doi.org/10.1007/s12559-020-09739-z","mag":"3047572591"},"language":"en","primary_location":{"id":"doi:10.1007/s12559-020-09739-z","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s12559-020-09739-z","pdf_url":null,"source":{"id":"https://openalex.org/S133078663","display_name":"Cognitive Computation","issn_l":"1866-9956","issn":["1866-9956","1866-9964"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Cognitive Computation","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/A5021773371","display_name":"Nawel Zemmal","orcid":"https://orcid.org/0000-0003-2827-4946"},"institutions":[{"id":"https://openalex.org/I108754898","display_name":"Badji Mokhtar-Annaba University","ror":"https://ror.org/03sf55932","country_code":"DZ","type":"education","lineage":["https://openalex.org/I108754898"]},{"id":"https://openalex.org/I1288970718","display_name":"Mohamed-Cherif Messaadia University","ror":"https://ror.org/04pn9tn44","country_code":"DZ","type":"education","lineage":["https://openalex.org/I1288970718"]}],"countries":["DZ"],"is_corresponding":true,"raw_author_name":"Nawel Zemmal","raw_affiliation_strings":["Department of Mathematics and Computer Science, Mohamed Cherif Messaadia University, 41000, Souk Ahras, Algeria","Labged Laboratory, Computer Science Department, Badji Mokhtar University, Annaba, Algeria"],"raw_orcid":"https://orcid.org/0000-0003-2827-4946","affiliations":[{"raw_affiliation_string":"Department of Mathematics and Computer Science, Mohamed Cherif Messaadia University, 41000, Souk Ahras, Algeria","institution_ids":["https://openalex.org/I1288970718"]},{"raw_affiliation_string":"Labged Laboratory, Computer Science Department, Badji Mokhtar University, Annaba, Algeria","institution_ids":["https://openalex.org/I108754898"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5091718065","display_name":"Nabiha Azizi","orcid":"https://orcid.org/0000-0002-2713-4792"},"institutions":[{"id":"https://openalex.org/I108754898","display_name":"Badji Mokhtar-Annaba University","ror":"https://ror.org/03sf55932","country_code":"DZ","type":"education","lineage":["https://openalex.org/I108754898"]}],"countries":["DZ"],"is_corresponding":false,"raw_author_name":"Nabiha Azizi","raw_affiliation_strings":["Labged Laboratory, Computer Science Department, Badji Mokhtar University, Annaba, Algeria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Labged Laboratory, Computer Science Department, Badji Mokhtar University, Annaba, Algeria","institution_ids":["https://openalex.org/I108754898"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078815797","display_name":"Mokhtar Sellami","orcid":"https://orcid.org/0000-0001-8941-1225"},"institutions":[{"id":"https://openalex.org/I108754898","display_name":"Badji Mokhtar-Annaba University","ror":"https://ror.org/03sf55932","country_code":"DZ","type":"education","lineage":["https://openalex.org/I108754898"]}],"countries":["DZ"],"is_corresponding":false,"raw_author_name":"Mokhtar Sellami","raw_affiliation_strings":["Labged Laboratory, Computer Science Department, Badji Mokhtar University, Annaba, Algeria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Labged Laboratory, Computer Science Department, Badji Mokhtar University, Annaba, Algeria","institution_ids":["https://openalex.org/I108754898"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5080016194","display_name":"Soraya Cheriguene","orcid":"https://orcid.org/0000-0003-0470-3865"},"institutions":[{"id":"https://openalex.org/I108754898","display_name":"Badji Mokhtar-Annaba University","ror":"https://ror.org/03sf55932","country_code":"DZ","type":"education","lineage":["https://openalex.org/I108754898"]}],"countries":["DZ"],"is_corresponding":false,"raw_author_name":"Soraya Cheriguene","raw_affiliation_strings":["Labged Laboratory, Computer Science Department, Badji Mokhtar University, Annaba, Algeria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Labged Laboratory, Computer Science Department, Badji Mokhtar University, Annaba, Algeria","institution_ids":["https://openalex.org/I108754898"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5006635547","display_name":"Amel Ziani","orcid":"https://orcid.org/0000-0003-3433-0596"},"institutions":[{"id":"https://openalex.org/I108754898","display_name":"Badji Mokhtar-Annaba University","ror":"https://ror.org/03sf55932","country_code":"DZ","type":"education","lineage":["https://openalex.org/I108754898"]}],"countries":["DZ"],"is_corresponding":false,"raw_author_name":"Amel Ziani","raw_affiliation_strings":["Computer Science Department, Badji Mokhtar University, Annaba, Algeria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computer Science Department, Badji Mokhtar University, Annaba, Algeria","institution_ids":["https://openalex.org/I108754898"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028958422","display_name":"Monther Aldwairi","orcid":"https://orcid.org/0000-0003-1150-2404"},"institutions":[{"id":"https://openalex.org/I91044093","display_name":"Zayed University","ror":"https://ror.org/03snqfa66","country_code":"AE","type":"education","lineage":["https://openalex.org/I91044093"]}],"countries":["AE"],"is_corresponding":false,"raw_author_name":"Monther AlDwairi","raw_affiliation_strings":["College of Technological Innovation, Zayed University, P.O. Box 144534, Abu Dhabi, United Arab Emirates"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Technological Innovation, Zayed University, P.O. Box 144534, Abu Dhabi, United Arab Emirates","institution_ids":["https://openalex.org/I91044093"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5017418100","display_name":"Nadjette Dendani","orcid":null},"institutions":[{"id":"https://openalex.org/I108754898","display_name":"Badji Mokhtar-Annaba University","ror":"https://ror.org/03sf55932","country_code":"DZ","type":"education","lineage":["https://openalex.org/I108754898"]}],"countries":["DZ"],"is_corresponding":false,"raw_author_name":"Nadjette Dendani","raw_affiliation_strings":["Labged Laboratory, Computer Science Department, Badji Mokhtar University, Annaba, Algeria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Labged Laboratory, Computer Science Department, Badji Mokhtar University, Annaba, Algeria","institution_ids":["https://openalex.org/I108754898"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5021773371"],"corresponding_institution_ids":["https://openalex.org/I108754898","https://openalex.org/I1288970718"],"apc_list":{"value":2190,"currency":"EUR","value_usd":2790},"apc_paid":null,"fwci":4.8921,"has_fulltext":false,"cited_by_count":43,"citation_normalized_percentile":{"value":0.95991711,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"12","issue":"5","first_page":"991","last_page":"1010"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12676","display_name":"Machine Learning and ELM","score":0.9983999729156494,"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/T12676","display_name":"Machine Learning and ELM","score":0.9983999729156494,"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/T12072","display_name":"Machine Learning and Algorithms","score":0.9968000054359436,"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/T10057","display_name":"Face and Expression Recognition","score":0.9592999815940857,"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/artificial-intelligence","display_name":"Artificial intelligence","score":0.7762126922607422},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7518446445465088},{"id":"https://openalex.org/keywords/semi-supervised-learning","display_name":"Semi-supervised learning","score":0.7408396005630493},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.737585186958313},{"id":"https://openalex.org/keywords/particle-swarm-optimization","display_name":"Particle swarm optimization","score":0.6112802028656006},{"id":"https://openalex.org/keywords/supervised-learning","display_name":"Supervised learning","score":0.5600442290306091},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.5390531420707703},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.5325621366500854},{"id":"https://openalex.org/keywords/active-learning","display_name":"Active learning (machine learning)","score":0.5236749053001404},{"id":"https://openalex.org/keywords/unsupervised-learning","display_name":"Unsupervised learning","score":0.48074817657470703},{"id":"https://openalex.org/keywords/online-machine-learning","display_name":"Online machine learning","score":0.4652451276779175},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.4302537143230438},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.1412956416606903}],"concepts":[{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7762126922607422},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7518446445465088},{"id":"https://openalex.org/C58973888","wikidata":"https://www.wikidata.org/wiki/Q1041418","display_name":"Semi-supervised learning","level":2,"score":0.7408396005630493},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.737585186958313},{"id":"https://openalex.org/C85617194","wikidata":"https://www.wikidata.org/wiki/Q2072794","display_name":"Particle swarm optimization","level":2,"score":0.6112802028656006},{"id":"https://openalex.org/C136389625","wikidata":"https://www.wikidata.org/wiki/Q334384","display_name":"Supervised learning","level":3,"score":0.5600442290306091},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.5390531420707703},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.5325621366500854},{"id":"https://openalex.org/C77967617","wikidata":"https://www.wikidata.org/wiki/Q4677561","display_name":"Active learning (machine learning)","level":2,"score":0.5236749053001404},{"id":"https://openalex.org/C8038995","wikidata":"https://www.wikidata.org/wiki/Q1152135","display_name":"Unsupervised learning","level":2,"score":0.48074817657470703},{"id":"https://openalex.org/C115903097","wikidata":"https://www.wikidata.org/wiki/Q7094097","display_name":"Online machine learning","level":3,"score":0.4652451276779175},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.4302537143230438},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.1412956416606903},{"id":"https://openalex.org/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","level":1,"score":0.0},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s12559-020-09739-z","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s12559-020-09739-z","pdf_url":null,"source":{"id":"https://openalex.org/S133078663","display_name":"Cognitive Computation","issn_l":"1866-9956","issn":["1866-9956","1866-9964"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Cognitive Computation","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":77,"referenced_works":["https://openalex.org/W41027960","https://openalex.org/W177004468","https://openalex.org/W1484084878","https://openalex.org/W1514477737","https://openalex.org/W1515450954","https://openalex.org/W1559570474","https://openalex.org/W1566753080","https://openalex.org/W1568705965","https://openalex.org/W1580375566","https://openalex.org/W1908319768","https://openalex.org/W1979412670","https://openalex.org/W1981413807","https://openalex.org/W1990501887","https://openalex.org/W1992467978","https://openalex.org/W1995875735","https://openalex.org/W1999459553","https://openalex.org/W2008989859","https://openalex.org/W2021732807","https://openalex.org/W2034786340","https://openalex.org/W2053606499","https://openalex.org/W2078043922","https://openalex.org/W2080021732","https://openalex.org/W2094823545","https://openalex.org/W2101086247","https://openalex.org/W2104848109","https://openalex.org/W2106521941","https://openalex.org/W2111072639","https://openalex.org/W2111362445","https://openalex.org/W2123160547","https://openalex.org/W2126181023","https://openalex.org/W2127499922","https://openalex.org/W2132434486","https://openalex.org/W2132910334","https://openalex.org/W2139212933","https://openalex.org/W2152195021","https://openalex.org/W2163701258","https://openalex.org/W2165574575","https://openalex.org/W2181102586","https://openalex.org/W2189255847","https://openalex.org/W2192163978","https://openalex.org/W2208177480","https://openalex.org/W2225192868","https://openalex.org/W2287654067","https://openalex.org/W2289846183","https://openalex.org/W2316066864","https://openalex.org/W2475764246","https://openalex.org/W2476291514","https://openalex.org/W2502652794","https://openalex.org/W2519166586","https://openalex.org/W2548265241","https://openalex.org/W2564784249","https://openalex.org/W2590980075","https://openalex.org/W2592084114","https://openalex.org/W2592184791","https://openalex.org/W2593875029","https://openalex.org/W2601251286","https://openalex.org/W2605548712","https://openalex.org/W2608514418","https://openalex.org/W2616721392","https://openalex.org/W2620069838","https://openalex.org/W2621026469","https://openalex.org/W2679717297","https://openalex.org/W2728161880","https://openalex.org/W2745019517","https://openalex.org/W2883190781","https://openalex.org/W2886310672","https://openalex.org/W2894955875","https://openalex.org/W2903158431","https://openalex.org/W2964112854","https://openalex.org/W2965896369","https://openalex.org/W2978725006","https://openalex.org/W2993383518","https://openalex.org/W3003140708","https://openalex.org/W3013800395","https://openalex.org/W3120740533","https://openalex.org/W4241304690","https://openalex.org/W4242915556"],"related_works":["https://openalex.org/W3148060700","https://openalex.org/W1986633584","https://openalex.org/W2794908468","https://openalex.org/W184546935","https://openalex.org/W3210156800","https://openalex.org/W2553312496","https://openalex.org/W4319302697","https://openalex.org/W2042184006","https://openalex.org/W2531570999","https://openalex.org/W4390062853"],"abstract_inverted_index":null,"counts_by_year":[{"year":2024,"cited_by_count":7},{"year":2023,"cited_by_count":10},{"year":2022,"cited_by_count":13},{"year":2021,"cited_by_count":12},{"year":2020,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}