{"id":"https://openalex.org/W4311839541","doi":"https://doi.org/10.1109/cce56709.2022.9975991","title":"Metaheuristic Method for Dimensionality Reduction Tasks","display_name":"Metaheuristic Method for Dimensionality Reduction Tasks","publication_year":2022,"publication_date":"2022-11-09","ids":{"openalex":"https://openalex.org/W4311839541","doi":"https://doi.org/10.1109/cce56709.2022.9975991"},"language":"en","primary_location":{"id":"doi:10.1109/cce56709.2022.9975991","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cce56709.2022.9975991","pdf_url":null,"source":{"id":"https://openalex.org/S4363608479","display_name":"2022 19th International Conference on Electrical Engineering, Computing Science and Automatic Control (CCE)","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":"conference"},"license":"public-domain","license_id":"https://openalex.org/licenses/public-domain","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 19th International Conference on Electrical Engineering, Computing Science and Automatic Control (CCE)","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/A5013900841","display_name":"\u00c1lvaro Anzueto-R\u00edos","orcid":"https://orcid.org/0000-0003-1627-0323"},"institutions":[{"id":"https://openalex.org/I68368234","display_name":"Centro de Investigaci\u00f3n y de Estudios Avanzados del Instituto Polit\u00e9cnico Nacional","ror":"https://ror.org/009eqmr18","country_code":"MX","type":"facility","lineage":["https://openalex.org/I59361560","https://openalex.org/I68368234"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"A. Anzueto-Rios","raw_affiliation_strings":["CINVESTAV-IPN,Electrical Engineering Department,Mexico City,Mexico","Electrical Engineering Department, CINVESTAV-IPN, Mexico City, Mexico"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"CINVESTAV-IPN,Electrical Engineering Department,Mexico City,Mexico","institution_ids":["https://openalex.org/I68368234"]},{"raw_affiliation_string":"Electrical Engineering Department, CINVESTAV-IPN, Mexico City, Mexico","institution_ids":["https://openalex.org/I68368234"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031433169","display_name":"F. G\u00f3mez\u2010Casta\u00f1eda","orcid":null},"institutions":[{"id":"https://openalex.org/I68368234","display_name":"Centro de Investigaci\u00f3n y de Estudios Avanzados del Instituto Polit\u00e9cnico Nacional","ror":"https://ror.org/009eqmr18","country_code":"MX","type":"facility","lineage":["https://openalex.org/I59361560","https://openalex.org/I68368234"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"F. Gomez-Castaneda","raw_affiliation_strings":["CINVESTAV-IPN,Electrical Engineering Department,Mexico City,Mexico","Electrical Engineering Department, CINVESTAV-IPN, Mexico City, Mexico"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"CINVESTAV-IPN,Electrical Engineering Department,Mexico City,Mexico","institution_ids":["https://openalex.org/I68368234"]},{"raw_affiliation_string":"Electrical Engineering Department, CINVESTAV-IPN, Mexico City, Mexico","institution_ids":["https://openalex.org/I68368234"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5069617247","display_name":"L.M. Flores\u2010Nava","orcid":null},"institutions":[{"id":"https://openalex.org/I68368234","display_name":"Centro de Investigaci\u00f3n y de Estudios Avanzados del Instituto Polit\u00e9cnico Nacional","ror":"https://ror.org/009eqmr18","country_code":"MX","type":"facility","lineage":["https://openalex.org/I59361560","https://openalex.org/I68368234"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"L.M. Flores-Nava","raw_affiliation_strings":["CINVESTAV-IPN,Electrical Engineering Department,Mexico City,Mexico","Electrical Engineering Department, CINVESTAV-IPN, Mexico City, Mexico"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"CINVESTAV-IPN,Electrical Engineering Department,Mexico City,Mexico","institution_ids":["https://openalex.org/I68368234"]},{"raw_affiliation_string":"Electrical Engineering Department, CINVESTAV-IPN, Mexico City, Mexico","institution_ids":["https://openalex.org/I68368234"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5056077409","display_name":"J.A. Moreno\u2010Cadenas","orcid":null},"institutions":[{"id":"https://openalex.org/I68368234","display_name":"Centro de Investigaci\u00f3n y de Estudios Avanzados del Instituto Polit\u00e9cnico Nacional","ror":"https://ror.org/009eqmr18","country_code":"MX","type":"facility","lineage":["https://openalex.org/I59361560","https://openalex.org/I68368234"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"J.A. Moreno-Cadenas","raw_affiliation_strings":["CINVESTAV-IPN,Electrical Engineering Department,Mexico City,Mexico","Electrical Engineering Department, CINVESTAV-IPN, Mexico City, Mexico"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"CINVESTAV-IPN,Electrical Engineering Department,Mexico City,Mexico","institution_ids":["https://openalex.org/I68368234"]},{"raw_affiliation_string":"Electrical Engineering Department, CINVESTAV-IPN, Mexico City, Mexico","institution_ids":["https://openalex.org/I68368234"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.3114,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.52197191,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":96},"biblio":{"volume":"313","issue":null,"first_page":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10320","display_name":"Neural Networks and Applications","score":0.993399977684021,"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/T10320","display_name":"Neural Networks and Applications","score":0.993399977684021,"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/T14339","display_name":"Image Processing and 3D Reconstruction","score":0.991100013256073,"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"}},{"id":"https://openalex.org/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.9896000027656555,"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/dimensionality-reduction","display_name":"Dimensionality reduction","score":0.8270397186279297},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6808338165283203},{"id":"https://openalex.org/keywords/reduction","display_name":"Reduction (mathematics)","score":0.6621682643890381},{"id":"https://openalex.org/keywords/metaheuristic","display_name":"Metaheuristic","score":0.6577258706092834},{"id":"https://openalex.org/keywords/curse-of-dimensionality","display_name":"Curse of dimensionality","score":0.4529012441635132},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.41669535636901855},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.20894178748130798}],"concepts":[{"id":"https://openalex.org/C70518039","wikidata":"https://www.wikidata.org/wiki/Q16000077","display_name":"Dimensionality reduction","level":2,"score":0.8270397186279297},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6808338165283203},{"id":"https://openalex.org/C111335779","wikidata":"https://www.wikidata.org/wiki/Q3454686","display_name":"Reduction (mathematics)","level":2,"score":0.6621682643890381},{"id":"https://openalex.org/C109718341","wikidata":"https://www.wikidata.org/wiki/Q1385229","display_name":"Metaheuristic","level":2,"score":0.6577258706092834},{"id":"https://openalex.org/C111030470","wikidata":"https://www.wikidata.org/wiki/Q1430460","display_name":"Curse of dimensionality","level":2,"score":0.4529012441635132},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.41669535636901855},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.20894178748130798},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/cce56709.2022.9975991","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cce56709.2022.9975991","pdf_url":null,"source":{"id":"https://openalex.org/S4363608479","display_name":"2022 19th International Conference on Electrical Engineering, Computing Science and Automatic Control (CCE)","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":"conference"},"license":"public-domain","license_id":"https://openalex.org/licenses/public-domain","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 19th International Conference on Electrical Engineering, Computing Science and Automatic Control (CCE)","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":10,"referenced_works":["https://openalex.org/W2100495367","https://openalex.org/W2134816084","https://openalex.org/W2794463555","https://openalex.org/W2896556344","https://openalex.org/W2919358988","https://openalex.org/W2944603198","https://openalex.org/W2962810929","https://openalex.org/W3081506310","https://openalex.org/W3164252737","https://openalex.org/W3178129852"],"related_works":["https://openalex.org/W1995622179","https://openalex.org/W4391160746","https://openalex.org/W1484111231","https://openalex.org/W1552543208","https://openalex.org/W2074396517","https://openalex.org/W2166963679","https://openalex.org/W2187269125","https://openalex.org/W1641615907","https://openalex.org/W3089231081","https://openalex.org/W2093956241"],"abstract_inverted_index":{"This":[0],"work":[1],"demonstrates":[2],"an":[3,32],"alternative":[4],"training":[5],"approach,":[6],"which":[7,36],"can":[8,37],"be":[9],"fairly":[10],"compared":[11],"with":[12],"the":[13],"learning":[14],"procedures":[15],"for":[16],"autoencoders":[17],"within":[18],"dimensionality":[19],"reduction":[20],"schemes.":[21],"Therefore,":[22],"this":[23,47],"work\u2019s":[24],"metaheuristic":[25],"artificial":[26],"bee":[27],"colony":[28],"optimization":[29],"method":[30,48],"trains":[31],"encoder-type":[33],"neural":[34],"network,":[35],"then":[38],"compute":[39],"orthogonal":[40],"features":[41],"straight":[42],"away.":[43],"Experimental":[44],"sessions":[45],"of":[46],"lead":[49],"us":[50],"to":[51],"show":[52],"competitive":[53],"results":[54],"based":[55],"on":[56],"public":[57],"domain":[58],"datasets.":[59]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":2}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}