{"id":"https://openalex.org/W4398161146","doi":"https://doi.org/10.1145/3605098.3636191","title":"Evolutionary Feature Selection for Time-Series Forecasting","display_name":"Evolutionary Feature Selection for Time-Series Forecasting","publication_year":2024,"publication_date":"2024-04-08","ids":{"openalex":"https://openalex.org/W4398161146","doi":"https://doi.org/10.1145/3605098.3636191"},"language":"en","primary_location":{"id":"doi:10.1145/3605098.3636191","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3605098.3636191","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 39th ACM/SIGAPP Symposium on Applied Computing","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://repositorio.ipbeja.pt/handle/20.500.12207/6734","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5092710928","display_name":"Mar\u00eda Lourdes Linares-Barrera","orcid":"https://orcid.org/0009-0001-6975-1932"},"institutions":[{"id":"https://openalex.org/I79238269","display_name":"Universidad de Sevilla","ror":"https://ror.org/03yxnpp24","country_code":"ES","type":"education","lineage":["https://openalex.org/I79238269"]}],"countries":["ES"],"is_corresponding":true,"raw_author_name":"Maria Lourdes Linares-Barrera","raw_affiliation_strings":["Department of Computer Languages and Systems, University of Seville, Seville, Spain"],"affiliations":[{"raw_affiliation_string":"Department of Computer Languages and Systems, University of Seville, Seville, Spain","institution_ids":["https://openalex.org/I79238269"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5006954487","display_name":"M. J. Jim\u00e9nez-Navarro","orcid":"https://orcid.org/0000-0001-8514-4182"},"institutions":[{"id":"https://openalex.org/I79238269","display_name":"Universidad de Sevilla","ror":"https://ror.org/03yxnpp24","country_code":"ES","type":"education","lineage":["https://openalex.org/I79238269"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Manuel J. Jimenez-Navarro","raw_affiliation_strings":["Department of Computer Languages and Systems, University of Seville, Seville, Spain"],"affiliations":[{"raw_affiliation_string":"Department of Computer Languages and Systems, University of Seville, Seville, Spain","institution_ids":["https://openalex.org/I79238269"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090301247","display_name":"Isabel Sof\u00eda Brito","orcid":"https://orcid.org/0000-0002-7556-4367"},"institutions":[{"id":"https://openalex.org/I2802390120","display_name":"Instituto Polit\u00e9cnico de Beja","ror":"https://ror.org/00t9n0h58","country_code":"PT","type":"education","lineage":["https://openalex.org/I2802390120"]},{"id":"https://openalex.org/I4210103604","display_name":"Instituto de Novas Tecnologias","ror":"https://ror.org/00we1pa83","country_code":"PT","type":"nonprofit","lineage":["https://openalex.org/I4210103604","https://openalex.org/I4210125590"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Isabel Sofia Brito","raw_affiliation_strings":["Centre of Technology and Systems, Instituto de Desenvolvimiento de Novas Tecnologias, Lisboa, Portugal","Department of Engineering, Polytechnic Institute of Beja, Beja, Portugal","Department of Engineering, Polytechnic Institute of Beja, Beja, Portugal Centre of Technology and Systems, Instituto de Desenvolvimiento de Novas Tecnologias, Lisboa, Portugal"],"affiliations":[{"raw_affiliation_string":"Centre of Technology and Systems, Instituto de Desenvolvimiento de Novas Tecnologias, Lisboa, Portugal","institution_ids":["https://openalex.org/I4210103604"]},{"raw_affiliation_string":"Department of Engineering, Polytechnic Institute of Beja, Beja, Portugal","institution_ids":["https://openalex.org/I2802390120"]},{"raw_affiliation_string":"Department of Engineering, Polytechnic Institute of Beja, Beja, Portugal Centre of Technology and Systems, Instituto de Desenvolvimiento de Novas Tecnologias, Lisboa, Portugal","institution_ids":["https://openalex.org/I2802390120"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5036001529","display_name":"Jos\u00e9 C. Riquelme","orcid":"https://orcid.org/0000-0002-8243-2186"},"institutions":[{"id":"https://openalex.org/I79238269","display_name":"Universidad de Sevilla","ror":"https://ror.org/03yxnpp24","country_code":"ES","type":"education","lineage":["https://openalex.org/I79238269"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Jos\u00e9 C. Riquelme","raw_affiliation_strings":["Department of Computer Languages and Systems, University of Seville, Seville, Spain"],"affiliations":[{"raw_affiliation_string":"Department of Computer Languages and Systems, University of Seville, Seville, Spain","institution_ids":["https://openalex.org/I79238269"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5028880020","display_name":"M. Mart\u00ednez-Ballesteros","orcid":"https://orcid.org/0000-0003-3160-7414"},"institutions":[{"id":"https://openalex.org/I79238269","display_name":"Universidad de Sevilla","ror":"https://ror.org/03yxnpp24","country_code":"ES","type":"education","lineage":["https://openalex.org/I79238269"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Mar\u00eda Mart\u00ednez-Ballesteros","raw_affiliation_strings":["Department of Computer Languages and Systems, University of Seville, Seville, Spain"],"affiliations":[{"raw_affiliation_string":"Department of Computer Languages and Systems, University of Seville, Seville, Spain","institution_ids":["https://openalex.org/I79238269"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5092710928"],"corresponding_institution_ids":["https://openalex.org/I79238269"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.0542155,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"395","last_page":"399"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11975","display_name":"Evolutionary Algorithms and Applications","score":0.9919999837875366,"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/T11975","display_name":"Evolutionary Algorithms and Applications","score":0.9919999837875366,"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":0.95660001039505,"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/T12368","display_name":"Grey System Theory Applications","score":0.9544000029563904,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6620807647705078},{"id":"https://openalex.org/keywords/series","display_name":"Series (stratigraphy)","score":0.6462912559509277},{"id":"https://openalex.org/keywords/feature-selection","display_name":"Feature selection","score":0.6354016065597534},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.5486881136894226},{"id":"https://openalex.org/keywords/time-series","display_name":"Time series","score":0.5412584543228149},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.471116304397583},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.4422224462032318},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.44115734100341797},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.12053349614143372}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6620807647705078},{"id":"https://openalex.org/C143724316","wikidata":"https://www.wikidata.org/wiki/Q312468","display_name":"Series (stratigraphy)","level":2,"score":0.6462912559509277},{"id":"https://openalex.org/C148483581","wikidata":"https://www.wikidata.org/wiki/Q446488","display_name":"Feature selection","level":2,"score":0.6354016065597534},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.5486881136894226},{"id":"https://openalex.org/C151406439","wikidata":"https://www.wikidata.org/wiki/Q186588","display_name":"Time series","level":2,"score":0.5412584543228149},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.471116304397583},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.4422224462032318},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.44115734100341797},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.12053349614143372},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","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/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/3605098.3636191","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3605098.3636191","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 39th ACM/SIGAPP Symposium on Applied Computing","raw_type":"proceedings-article"},{"id":"pmh:oai:repositorio.ipbeja.pt:20.500.12207/6734","is_oa":true,"landing_page_url":"https://repositorio.ipbeja.pt/handle/20.500.12207/6734","pdf_url":null,"source":{"id":"https://openalex.org/S4306402433","display_name":"Portuguese National Funding Agency for Science, Research and Technology (RCAAP Project by FCT)","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":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"other"}],"best_oa_location":{"id":"pmh:oai:repositorio.ipbeja.pt:20.500.12207/6734","is_oa":true,"landing_page_url":"https://repositorio.ipbeja.pt/handle/20.500.12207/6734","pdf_url":null,"source":{"id":"https://openalex.org/S4306402433","display_name":"Portuguese National Funding Agency for Science, Research and Technology (RCAAP Project by FCT)","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":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"other"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/13","display_name":"Climate action","score":0.5}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":7,"referenced_works":["https://openalex.org/W2506743715","https://openalex.org/W2888431710","https://openalex.org/W2912698379","https://openalex.org/W2967663220","https://openalex.org/W3007031763","https://openalex.org/W4206189040","https://openalex.org/W4296901416"],"related_works":["https://openalex.org/W1919101720","https://openalex.org/W4205762803","https://openalex.org/W4390822878","https://openalex.org/W2535856026","https://openalex.org/W2265065644","https://openalex.org/W4386564352","https://openalex.org/W2952668426","https://openalex.org/W2622688551","https://openalex.org/W1550175370","https://openalex.org/W1990205660"],"abstract_inverted_index":{"In":[0],"machine":[1],"learning,":[2],"feature":[3],"selection":[4],"is":[5],"crucial":[6],"for":[7],"pinpointing":[8],"the":[9,21,49],"key":[10],"subset":[11],"of":[12,53],"features":[13,29],"that":[14],"enhances":[15],"interpretability":[16],"and":[17],"preserves":[18],"or":[19],"boosts":[20],"model's":[22],"original":[23],"performance.":[24],"Filter":[25],"methods,":[26],"which":[27],"assess":[28],"using":[30],"statistical":[31],"metrics,":[32],"are":[33],"particularly":[34],"notable.":[35],"Recently,":[36],"a":[37],"novel":[38],"metric":[39],"called":[40],"Conditional":[41],"Dependence":[42],"Coefficient":[43],"has":[44],"been":[45],"proposed":[46],"to":[47],"measure":[48],"dependence":[50],"between":[51],"subsets":[52],"variables.":[54]},"counts_by_year":[],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}
