{"id":"https://openalex.org/W7140224410","doi":"https://doi.org/10.1016/j.knosys.2026.115825","title":"Robust log-based multi-label feature selection with dynamic label correlation and relevance-redundancy optimization","display_name":"Robust log-based multi-label feature selection with dynamic label correlation and relevance-redundancy optimization","publication_year":2026,"publication_date":"2026-03-24","ids":{"openalex":"https://openalex.org/W7140224410","doi":"https://doi.org/10.1016/j.knosys.2026.115825"},"language":"en","primary_location":{"id":"doi:10.1016/j.knosys.2026.115825","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.knosys.2026.115825","pdf_url":null,"source":{"id":"https://openalex.org/S10169007","display_name":"Knowledge-Based Systems","issn_l":"0950-7051","issn":["0950-7051","1872-7409"],"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Knowledge-Based Systems","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://orbi.umons.ac.be/handle/20.500.12907/55976","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":null,"display_name":"Mohammad Faraji","orcid":"https://orcid.org/0009-0002-1241-9477"},"institutions":[{"id":"https://openalex.org/I3124704065","display_name":"University of Kurdistan","ror":"https://ror.org/04k89yk85","country_code":"IR","type":"education","lineage":["https://openalex.org/I3124704065"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"Mohammad Faraji","raw_affiliation_strings":["Department of Computer Engineering, University of Kurdistan, Iran"],"raw_orcid":"https://orcid.org/0009-0002-1241-9477","affiliations":[{"raw_affiliation_string":"Department of Computer Engineering, University of Kurdistan, Iran","institution_ids":["https://openalex.org/I3124704065"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Amjad Seyedi","orcid":"https://orcid.org/0000-0003-2718-7146"},"institutions":[{"id":"https://openalex.org/I130929987","display_name":"University of Mons","ror":"https://ror.org/02qnnz951","country_code":"BE","type":"education","lineage":["https://openalex.org/I130929987"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"Amjad Seyedi","raw_affiliation_strings":["Department of Mathematics and Operational Research, University of Mons, Belgium"],"raw_orcid":"https://orcid.org/0000-0003-2718-7146","affiliations":[{"raw_affiliation_string":"Department of Mathematics and Operational Research, University of Mons, Belgium","institution_ids":["https://openalex.org/I130929987"]}]},{"author_position":"last","author":{"id":null,"display_name":"Fardin Akhlaghian Tab","orcid":"https://orcid.org/0000-0002-0300-9233"},"institutions":[{"id":"https://openalex.org/I3124704065","display_name":"University of Kurdistan","ror":"https://ror.org/04k89yk85","country_code":"IR","type":"education","lineage":["https://openalex.org/I3124704065"]}],"countries":["IR"],"is_corresponding":true,"raw_author_name":"Fardin Akhlaghian Tab","raw_affiliation_strings":["Department of Computer Engineering, University of Kurdistan, Iran"],"raw_orcid":"https://orcid.org/0000-0002-0300-9233","affiliations":[{"raw_affiliation_string":"Department of Computer Engineering, University of Kurdistan, Iran","institution_ids":["https://openalex.org/I3124704065"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I3124704065"],"apc_list":{"value":3130,"currency":"USD","value_usd":3130},"apc_paid":null,"fwci":35.3865,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.99535295,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":98},"biblio":{"volume":"342","issue":null,"first_page":"115825","last_page":"115825"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11550","display_name":"Text and Document Classification Technologies","score":0.8095999956130981,"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/T11550","display_name":"Text and Document Classification Technologies","score":0.8095999956130981,"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/T12535","display_name":"Machine Learning and Data Classification","score":0.1193000003695488,"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":0.009800000116229057,"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/feature-selection","display_name":"Feature selection","score":0.6972000002861023},{"id":"https://openalex.org/keywords/robustness","display_name":"Robustness (evolution)","score":0.6456000208854675},{"id":"https://openalex.org/keywords/redundancy","display_name":"Redundancy (engineering)","score":0.5989000201225281},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5861999988555908},{"id":"https://openalex.org/keywords/correlation","display_name":"Correlation","score":0.5490000247955322},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.5098999738693237},{"id":"https://openalex.org/keywords/logarithm","display_name":"Logarithm","score":0.49570000171661377},{"id":"https://openalex.org/keywords/noise","display_name":"Noise (video)","score":0.4203000068664551}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6980999708175659},{"id":"https://openalex.org/C148483581","wikidata":"https://www.wikidata.org/wiki/Q446488","display_name":"Feature selection","level":2,"score":0.6972000002861023},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.6456000208854675},{"id":"https://openalex.org/C152124472","wikidata":"https://www.wikidata.org/wiki/Q1204361","display_name":"Redundancy (engineering)","level":2,"score":0.5989000201225281},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5861999988555908},{"id":"https://openalex.org/C117220453","wikidata":"https://www.wikidata.org/wiki/Q5172842","display_name":"Correlation","level":2,"score":0.5490000247955322},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5475000143051147},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.5098999738693237},{"id":"https://openalex.org/C39927690","wikidata":"https://www.wikidata.org/wiki/Q11197","display_name":"Logarithm","level":2,"score":0.49570000171661377},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.43799999356269836},{"id":"https://openalex.org/C99498987","wikidata":"https://www.wikidata.org/wiki/Q2210247","display_name":"Noise (video)","level":3,"score":0.4203000068664551},{"id":"https://openalex.org/C43126263","wikidata":"https://www.wikidata.org/wiki/Q128751","display_name":"Source code","level":2,"score":0.41499999165534973},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4140999913215637},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.3531000018119812},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.35260000824928284},{"id":"https://openalex.org/C2781170535","wikidata":"https://www.wikidata.org/wiki/Q30587856","display_name":"Noisy data","level":2,"score":0.3416999876499176},{"id":"https://openalex.org/C106301342","wikidata":"https://www.wikidata.org/wiki/Q4117933","display_name":"Entropy (arrow of time)","level":2,"score":0.32690000534057617},{"id":"https://openalex.org/C77637269","wikidata":"https://www.wikidata.org/wiki/Q7002051","display_name":"Neural coding","level":2,"score":0.31349998712539673},{"id":"https://openalex.org/C16811321","wikidata":"https://www.wikidata.org/wiki/Q17138905","display_name":"Minimum redundancy feature selection","level":3,"score":0.30820000171661377},{"id":"https://openalex.org/C163294075","wikidata":"https://www.wikidata.org/wiki/Q581861","display_name":"Noise reduction","level":2,"score":0.3050000071525574},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3000999987125397},{"id":"https://openalex.org/C29265498","wikidata":"https://www.wikidata.org/wiki/Q7047719","display_name":"Noise measurement","level":3,"score":0.28110000491142273},{"id":"https://openalex.org/C2776760102","wikidata":"https://www.wikidata.org/wiki/Q5139990","display_name":"Code (set theory)","level":3,"score":0.25060001015663147}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1016/j.knosys.2026.115825","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.knosys.2026.115825","pdf_url":null,"source":{"id":"https://openalex.org/S10169007","display_name":"Knowledge-Based Systems","issn_l":"0950-7051","issn":["0950-7051","1872-7409"],"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Knowledge-Based Systems","raw_type":"journal-article"},{"id":"pmh:oai:orbi.umons.ac.be:20.500.12907/55976","is_oa":true,"landing_page_url":"https://orbi.umons.ac.be/handle/20.500.12907/55976","pdf_url":null,"source":{"id":"https://openalex.org/S7407055454","display_name":"ORBi UMONS","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Knowledge-Based Systems, 115825 (2026-03)","raw_type":"peer reviewed"}],"best_oa_location":{"id":"pmh:oai:orbi.umons.ac.be:20.500.12907/55976","is_oa":true,"landing_page_url":"https://orbi.umons.ac.be/handle/20.500.12907/55976","pdf_url":null,"source":{"id":"https://openalex.org/S7407055454","display_name":"ORBi UMONS","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Knowledge-Based Systems, 115825 (2026-03)","raw_type":"peer reviewed"},"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320334678","display_name":"European Research Council","ror":"https://ror.org/0472cxd90"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":41,"referenced_works":["https://openalex.org/W1974330875","https://openalex.org/W2000950277","https://openalex.org/W2052684427","https://openalex.org/W2162316550","https://openalex.org/W2166840159","https://openalex.org/W2340177571","https://openalex.org/W2562498401","https://openalex.org/W2569112930","https://openalex.org/W2751656404","https://openalex.org/W2757915849","https://openalex.org/W2772296919","https://openalex.org/W2917300136","https://openalex.org/W2946807672","https://openalex.org/W2948768062","https://openalex.org/W2948831026","https://openalex.org/W3013979704","https://openalex.org/W3034873226","https://openalex.org/W3037503597","https://openalex.org/W3179257852","https://openalex.org/W3193693507","https://openalex.org/W3205749498","https://openalex.org/W4224757231","https://openalex.org/W4288458714","https://openalex.org/W4294162867","https://openalex.org/W4297399559","https://openalex.org/W4307113444","https://openalex.org/W4389815688","https://openalex.org/W4390570334","https://openalex.org/W4390848459","https://openalex.org/W4391529596","https://openalex.org/W4394887436","https://openalex.org/W4397048598","https://openalex.org/W4399773647","https://openalex.org/W4400880681","https://openalex.org/W4405048390","https://openalex.org/W4406999408","https://openalex.org/W4410858998","https://openalex.org/W4412703441","https://openalex.org/W4415496649","https://openalex.org/W7116831375","https://openalex.org/W7128592650"],"related_works":[],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1}],"updated_date":"2026-04-08T06:01:36.053099","created_date":"2026-03-25T00:00:00"}
