{"id":"https://openalex.org/W2887997908","doi":"https://doi.org/10.1109/saci.2018.8440959","title":"Fine Tuning Deep Boltzmann Machines Through Meta-Heuristic Approaches","display_name":"Fine Tuning Deep Boltzmann Machines Through Meta-Heuristic Approaches","publication_year":2018,"publication_date":"2018-05-01","ids":{"openalex":"https://openalex.org/W2887997908","doi":"https://doi.org/10.1109/saci.2018.8440959","mag":"2887997908"},"language":"en","primary_location":{"id":"doi:10.1109/saci.2018.8440959","is_oa":false,"landing_page_url":"https://doi.org/10.1109/saci.2018.8440959","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 IEEE 12th International Symposium on Applied Computational Intelligence and Informatics (SACI)","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"http://hdl.handle.net/11449/180185","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5041190229","display_name":"Leandro A. Passos","orcid":"https://orcid.org/0000-0003-3529-3109"},"institutions":[{"id":"https://openalex.org/I177909021","display_name":"Universidade Federal de S\u00e3o Carlos","ror":"https://ror.org/00qdc6m37","country_code":"BR","type":"education","lineage":["https://openalex.org/I177909021"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Leandro A. Passos","raw_affiliation_strings":["UFSCAR-Federal University of S\u00e3o Carlos-Department of Computing-S\u00e3o, Carlos, Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"UFSCAR-Federal University of S\u00e3o Carlos-Department of Computing-S\u00e3o, Carlos, Brazil","institution_ids":["https://openalex.org/I177909021"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5113848475","display_name":"Douglas R. Rodrigues","orcid":null},"institutions":[{"id":"https://openalex.org/I177909021","display_name":"Universidade Federal de S\u00e3o Carlos","ror":"https://ror.org/00qdc6m37","country_code":"BR","type":"education","lineage":["https://openalex.org/I177909021"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Douglas R. Rodrigues","raw_affiliation_strings":["UFSCAR-Federal University of S\u00e3o Carlos-Department of Computing-S\u00e3o, Carlos, Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"UFSCAR-Federal University of S\u00e3o Carlos-Department of Computing-S\u00e3o, Carlos, Brazil","institution_ids":["https://openalex.org/I177909021"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5003275797","display_name":"Jo\u00e3o Paulo Papa","orcid":"https://orcid.org/0000-0002-6494-7514"},"institutions":[{"id":"https://openalex.org/I879563668","display_name":"Universidade Estadual Paulista (Unesp)","ror":"https://ror.org/00987cb86","country_code":"BR","type":"education","lineage":["https://openalex.org/I879563668"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Joao P. Papa","raw_affiliation_strings":["UNESP-S\u00e3o Paulo State University-School of Sciences-Bauru, Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"UNESP-S\u00e3o Paulo State University-School of Sciences-Bauru, Brazil","institution_ids":["https://openalex.org/I879563668"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.8366,"has_fulltext":false,"cited_by_count":15,"citation_normalized_percentile":{"value":0.84817373,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"000419","last_page":"000424"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10775","display_name":"Generative Adversarial Networks and Image Synthesis","score":0.9998000264167786,"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"}},"topics":[{"id":"https://openalex.org/T10775","display_name":"Generative Adversarial Networks and Image Synthesis","score":0.9998000264167786,"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/T12535","display_name":"Machine Learning and Data Classification","score":0.9966999888420105,"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/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9958000183105469,"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/boltzmann-machine","display_name":"Boltzmann machine","score":0.86167311668396},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7477843165397644},{"id":"https://openalex.org/keywords/hyperparameter","display_name":"Hyperparameter","score":0.7139986753463745},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6878151297569275},{"id":"https://openalex.org/keywords/restricted-boltzmann-machine","display_name":"Restricted Boltzmann machine","score":0.6813771724700928},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.6614339351654053},{"id":"https://openalex.org/keywords/heuristic","display_name":"Heuristic","score":0.6250394582748413},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5826951265335083},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.5797266364097595},{"id":"https://openalex.org/keywords/deep-belief-network","display_name":"Deep belief network","score":0.5025038719177246},{"id":"https://openalex.org/keywords/computation","display_name":"Computation","score":0.4717439115047455},{"id":"https://openalex.org/keywords/binary-number","display_name":"Binary number","score":0.45527005195617676},{"id":"https://openalex.org/keywords/fitness-function","display_name":"Fitness function","score":0.44211870431900024},{"id":"https://openalex.org/keywords/function","display_name":"Function (biology)","score":0.4235073924064636},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.180363267660141},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.10748323798179626},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.07910367846488953}],"concepts":[{"id":"https://openalex.org/C192576344","wikidata":"https://www.wikidata.org/wiki/Q194706","display_name":"Boltzmann machine","level":3,"score":0.86167311668396},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7477843165397644},{"id":"https://openalex.org/C8642999","wikidata":"https://www.wikidata.org/wiki/Q4171168","display_name":"Hyperparameter","level":2,"score":0.7139986753463745},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6878151297569275},{"id":"https://openalex.org/C199354608","wikidata":"https://www.wikidata.org/wiki/Q7316287","display_name":"Restricted Boltzmann machine","level":3,"score":0.6813771724700928},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.6614339351654053},{"id":"https://openalex.org/C173801870","wikidata":"https://www.wikidata.org/wiki/Q201413","display_name":"Heuristic","level":2,"score":0.6250394582748413},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5826951265335083},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.5797266364097595},{"id":"https://openalex.org/C97385483","wikidata":"https://www.wikidata.org/wiki/Q16954980","display_name":"Deep belief network","level":3,"score":0.5025038719177246},{"id":"https://openalex.org/C45374587","wikidata":"https://www.wikidata.org/wiki/Q12525525","display_name":"Computation","level":2,"score":0.4717439115047455},{"id":"https://openalex.org/C48372109","wikidata":"https://www.wikidata.org/wiki/Q3913","display_name":"Binary number","level":2,"score":0.45527005195617676},{"id":"https://openalex.org/C176066374","wikidata":"https://www.wikidata.org/wiki/Q629118","display_name":"Fitness function","level":3,"score":0.44211870431900024},{"id":"https://openalex.org/C14036430","wikidata":"https://www.wikidata.org/wiki/Q3736076","display_name":"Function (biology)","level":2,"score":0.4235073924064636},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.180363267660141},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.10748323798179626},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.07910367846488953},{"id":"https://openalex.org/C78458016","wikidata":"https://www.wikidata.org/wiki/Q840400","display_name":"Evolutionary biology","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C94375191","wikidata":"https://www.wikidata.org/wiki/Q11205","display_name":"Arithmetic","level":1,"score":0.0},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.0},{"id":"https://openalex.org/C8880873","wikidata":"https://www.wikidata.org/wiki/Q187787","display_name":"Genetic algorithm","level":2,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/saci.2018.8440959","is_oa":false,"landing_page_url":"https://doi.org/10.1109/saci.2018.8440959","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 IEEE 12th International Symposium on Applied Computational Intelligence and Informatics (SACI)","raw_type":"proceedings-article"},{"id":"pmh:oai:repositorio.unesp.br:11449/180185","is_oa":true,"landing_page_url":"http://hdl.handle.net/11449/180185","pdf_url":null,"source":{"id":"https://openalex.org/S4377196277","display_name":"UNESP Institutional Repository (S\u00e3o Paulo State University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I879563668","host_organization_name":"Universidade Estadual Paulista (Unesp)","host_organization_lineage":["https://openalex.org/I879563668"],"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":"","raw_type":"info:eu-repo/semantics/conferencePaper"},{"id":"pmh:oai:repositorio.unesp.br:11449/186246","is_oa":true,"landing_page_url":"http://hdl.handle.net/11449/186246","pdf_url":null,"source":{"id":"https://openalex.org/S4377196277","display_name":"UNESP Institutional Repository (S\u00e3o Paulo State University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I879563668","host_organization_name":"Universidade Estadual Paulista (Unesp)","host_organization_lineage":["https://openalex.org/I879563668"],"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":"","raw_type":"info:eu-repo/semantics/conferencePaper"}],"best_oa_location":{"id":"pmh:oai:repositorio.unesp.br:11449/180185","is_oa":true,"landing_page_url":"http://hdl.handle.net/11449/180185","pdf_url":null,"source":{"id":"https://openalex.org/S4377196277","display_name":"UNESP Institutional Repository (S\u00e3o Paulo State University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I879563668","host_organization_name":"Universidade Estadual Paulista (Unesp)","host_organization_lineage":["https://openalex.org/I879563668"],"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":"","raw_type":"info:eu-repo/semantics/conferencePaper"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":23,"referenced_works":["https://openalex.org/W44815768","https://openalex.org/W79359929","https://openalex.org/W1936687626","https://openalex.org/W1953766815","https://openalex.org/W2039952484","https://openalex.org/W2046879507","https://openalex.org/W2067613379","https://openalex.org/W2071709160","https://openalex.org/W2099239187","https://openalex.org/W2112796928","https://openalex.org/W2116064496","https://openalex.org/W2116825644","https://openalex.org/W2136922672","https://openalex.org/W2188365844","https://openalex.org/W2394896783","https://openalex.org/W2496857733","https://openalex.org/W2511988031","https://openalex.org/W2515687826","https://openalex.org/W2525978648","https://openalex.org/W4252684946","https://openalex.org/W6640895745","https://openalex.org/W6687045409","https://openalex.org/W6712089079"],"related_works":["https://openalex.org/W2064630666","https://openalex.org/W3121598771","https://openalex.org/W2287713958","https://openalex.org/W2513801676","https://openalex.org/W2916681395","https://openalex.org/W3010338767","https://openalex.org/W1257380361","https://openalex.org/W3005559199","https://openalex.org/W2133034788","https://openalex.org/W2892911634"],"abstract_inverted_index":{"The":[0],"Deep":[1,52,88],"learning":[2,34],"framework":[3],"has":[4],"been":[5],"widely":[6],"used":[7],"in":[8,42,75],"different":[9],"applications":[10],"from":[11],"medicine":[12],"to":[13,24,50],"engineering.":[14],"However,":[15],"there":[16],"is":[17],"a":[18,38],"lack":[19],"of":[20,29,64,67,83],"works":[21],"that":[22,71],"manage":[23],"deal":[25],"with":[26],"the":[27,62,65,68,81,84],"issue":[28],"hyperparameter":[30],"fine-tuning,":[31],"since":[32],"machine":[33],"techniques":[35],"often":[36],"require":[37,61],"considerable":[39],"human":[40],"effort":[41],"this":[43,46],"task.":[44],"In":[45],"paper,":[47],"we":[48],"propose":[49],"fine-tune":[51],"Boltzmann":[53],"Machines":[54],"using":[55],"meta-heuristic":[56],"techniques,":[57],"which":[58],"do":[59],"not":[60],"computation":[63],"gradient":[66],"fitness":[69],"function,":[70],"may":[72],"be":[73],"insurmountable":[74],"high-dimensional":[76],"optimization":[77],"spaces.":[78],"We":[79],"demonstrate":[80],"validity":[82],"proposed":[85],"approach":[86],"against":[87],"Belief":[89],"Networks":[90],"concerning":[91],"binary":[92],"image":[93],"reconstruction.":[94]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":5}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}
