{"id":"https://openalex.org/W3194168154","doi":"https://doi.org/10.1007/978-981-16-3880-0_23","title":"The Art-of-Hyper-Parameter Optimization with Desirable Feature Selection","display_name":"The Art-of-Hyper-Parameter Optimization with Desirable Feature Selection","publication_year":2021,"publication_date":"2021-08-14","ids":{"openalex":"https://openalex.org/W3194168154","doi":"https://doi.org/10.1007/978-981-16-3880-0_23","mag":"3194168154"},"language":"en","primary_location":{"id":"doi:10.1007/978-981-16-3880-0_23","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-981-16-3880-0_23","pdf_url":null,"source":{"id":"https://openalex.org/S4210179954","display_name":"Lecture notes in electrical engineering","issn_l":"1876-1100","issn":["1876-1100","1876-1119"],"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":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Electrical Engineering","raw_type":"book-chapter"},"type":"book-chapter","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"http://repository.unand.ac.id/12757/1/Skripsi.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5051190762","display_name":"Priynka Sharma","orcid":"https://orcid.org/0000-0003-3687-5434"},"institutions":[{"id":"https://openalex.org/I44666525","display_name":"University of the South Pacific","ror":"https://ror.org/008stv805","country_code":"FJ","type":"education","lineage":["https://openalex.org/I44666525"]}],"countries":["FJ"],"is_corresponding":true,"raw_author_name":"Priynka Sharma","raw_affiliation_strings":["School of Computing, Information and Mathematical Sciences, University of the South Pacific, Suva, Fiji"],"affiliations":[{"raw_affiliation_string":"School of Computing, Information and Mathematical Sciences, University of the South Pacific, Suva, Fiji","institution_ids":["https://openalex.org/I44666525"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005603423","display_name":"Kaylash Chaudhary","orcid":"https://orcid.org/0000-0002-2378-7745"},"institutions":[{"id":"https://openalex.org/I44666525","display_name":"University of the South Pacific","ror":"https://ror.org/008stv805","country_code":"FJ","type":"education","lineage":["https://openalex.org/I44666525"]}],"countries":["FJ"],"is_corresponding":false,"raw_author_name":"Kaylash Chaudhary","raw_affiliation_strings":["School of Computing, Information and Mathematical Sciences, University of the South Pacific, Suva, Fiji"],"affiliations":[{"raw_affiliation_string":"School of Computing, Information and Mathematical Sciences, University of the South Pacific, Suva, Fiji","institution_ids":["https://openalex.org/I44666525"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5015794994","display_name":"M. G. M. Khan","orcid":"https://orcid.org/0000-0001-5400-9703"},"institutions":[{"id":"https://openalex.org/I44666525","display_name":"University of the South Pacific","ror":"https://ror.org/008stv805","country_code":"FJ","type":"education","lineage":["https://openalex.org/I44666525"]}],"countries":["FJ"],"is_corresponding":false,"raw_author_name":"M. G. M. Khan","raw_affiliation_strings":["School of Computing, Information and Mathematical Sciences, University of the South Pacific, Suva, Fiji"],"affiliations":[{"raw_affiliation_string":"School of Computing, Information and Mathematical Sciences, University of the South Pacific, Suva, Fiji","institution_ids":["https://openalex.org/I44666525"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5051190762"],"corresponding_institution_ids":["https://openalex.org/I44666525"],"apc_list":null,"apc_paid":null,"fwci":3.9485,"has_fulltext":false,"cited_by_count":15,"citation_normalized_percentile":{"value":0.94841127,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"218","last_page":"227"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12535","display_name":"Machine Learning and Data Classification","score":0.9994999766349792,"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/T12535","display_name":"Machine Learning and Data Classification","score":0.9994999766349792,"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/T10848","display_name":"Advanced Multi-Objective Optimization Algorithms","score":0.9933000206947327,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"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/T12111","display_name":"Industrial Vision Systems and Defect Detection","score":0.9884999990463257,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.6045060753822327},{"id":"https://openalex.org/keywords/feature-selection","display_name":"Feature selection","score":0.5812729001045227},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5543369054794312},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.4633726477622986},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.45956212282180786},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3290484547615051},{"id":"https://openalex.org/keywords/philosophy","display_name":"Philosophy","score":0.06550240516662598}],"concepts":[{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.6045060753822327},{"id":"https://openalex.org/C148483581","wikidata":"https://www.wikidata.org/wiki/Q446488","display_name":"Feature selection","level":2,"score":0.5812729001045227},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5543369054794312},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.4633726477622986},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.45956212282180786},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3290484547615051},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.06550240516662598},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/978-981-16-3880-0_23","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-981-16-3880-0_23","pdf_url":null,"source":{"id":"https://openalex.org/S4210179954","display_name":"Lecture notes in electrical engineering","issn_l":"1876-1100","issn":["1876-1100","1876-1119"],"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":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Electrical Engineering","raw_type":"book-chapter"},{"id":"pmh:oai:generic.eprints.org:12757","is_oa":true,"landing_page_url":null,"pdf_url":"http://repository.unand.ac.id/12757/1/Skripsi.pdf","source":{"id":"https://openalex.org/S4377196493","display_name":"HRB National Drugs Library (Health Research Board)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210086850","host_organization_name":"Health Research Board","host_organization_lineage":["https://openalex.org/I4210086850"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Book Chapter"}],"best_oa_location":{"id":"pmh:oai:generic.eprints.org:12757","is_oa":true,"landing_page_url":null,"pdf_url":"http://repository.unand.ac.id/12757/1/Skripsi.pdf","source":{"id":"https://openalex.org/S4377196493","display_name":"HRB National Drugs Library (Health Research Board)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210086850","host_organization_name":"Health Research Board","host_organization_lineage":["https://openalex.org/I4210086850"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Book Chapter"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W3194168154.pdf"},"referenced_works_count":11,"referenced_works":["https://openalex.org/W1576226931","https://openalex.org/W1973229481","https://openalex.org/W2101234009","https://openalex.org/W2106411961","https://openalex.org/W2106614481","https://openalex.org/W2512382557","https://openalex.org/W2550109527","https://openalex.org/W2585240214","https://openalex.org/W2966789963","https://openalex.org/W4297957988","https://openalex.org/W6675354045"],"related_works":["https://openalex.org/W4205762803","https://openalex.org/W2535856026","https://openalex.org/W2265065644","https://openalex.org/W2134699697","https://openalex.org/W3147584709","https://openalex.org/W2033914206","https://openalex.org/W2042327336","https://openalex.org/W4386564352","https://openalex.org/W2952668426","https://openalex.org/W4386159726"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":5},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":5}],"updated_date":"2026-04-06T07:47:59.780226","created_date":"2025-10-10T00:00:00"}