{"id":"https://openalex.org/W2898406851","doi":"https://doi.org/10.1007/978-3-030-03192-3_14","title":"Automatic Hyper-parameters Tuning for Local Support Vector Machines","display_name":"Automatic Hyper-parameters Tuning for Local Support Vector Machines","publication_year":2018,"publication_date":"2018-01-01","ids":{"openalex":"https://openalex.org/W2898406851","doi":"https://doi.org/10.1007/978-3-030-03192-3_14","mag":"2898406851"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-030-03192-3_14","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-03192-3_14","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"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 Computer Science","raw_type":"book-chapter"},"type":"book-chapter","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/A5020518940","display_name":"Thanh\u2010Nghi Do","orcid":"https://orcid.org/0000-0002-9328-3358"},"institutions":[{"id":"https://openalex.org/I177733328","display_name":"Can Tho University","ror":"https://ror.org/0071qz696","country_code":"VN","type":"education","lineage":["https://openalex.org/I177733328"]},{"id":"https://openalex.org/I4210153851","display_name":"Unit\u00e9 de Mod\u00e9lisation Math\u00e9matique et Informatique des Syst\u00e8mes Complexes","ror":"https://ror.org/053kxkj53","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1327553481","https://openalex.org/I154202486","https://openalex.org/I2799535048","https://openalex.org/I2802818602","https://openalex.org/I39804081","https://openalex.org/I4210088668","https://openalex.org/I4210090127","https://openalex.org/I4210113730","https://openalex.org/I4210131494","https://openalex.org/I4210153851","https://openalex.org/I4210166444","https://openalex.org/I4405257220"]}],"countries":["FR","VN"],"is_corresponding":true,"raw_author_name":"Thanh-Nghi Do","raw_affiliation_strings":["College of Information Technology, Can Tho University, Cantho, 92100, Vietnam","UMI UMMISCO 209 (IRD/UPMC), Cantho, Vietnam"],"affiliations":[{"raw_affiliation_string":"College of Information Technology, Can Tho University, Cantho, 92100, Vietnam","institution_ids":["https://openalex.org/I177733328"]},{"raw_affiliation_string":"UMI UMMISCO 209 (IRD/UPMC), Cantho, Vietnam","institution_ids":["https://openalex.org/I4210153851"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5052701801","display_name":"Minh-Thu Tran-Nguyen","orcid":null},"institutions":[{"id":"https://openalex.org/I177733328","display_name":"Can Tho University","ror":"https://ror.org/0071qz696","country_code":"VN","type":"education","lineage":["https://openalex.org/I177733328"]}],"countries":["VN"],"is_corresponding":false,"raw_author_name":"Minh-Thu Tran-Nguyen","raw_affiliation_strings":["College of Information Technology, Can Tho University, Cantho, 92100, Vietnam"],"affiliations":[{"raw_affiliation_string":"College of Information Technology, Can Tho University, Cantho, 92100, Vietnam","institution_ids":["https://openalex.org/I177733328"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5020518940"],"corresponding_institution_ids":["https://openalex.org/I177733328","https://openalex.org/I4210153851"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":0.2715,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.59458558,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"185","last_page":"199"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12535","display_name":"Machine Learning and Data Classification","score":0.9962000250816345,"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":0.9962000250816345,"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":0.9948999881744385,"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/T10627","display_name":"Advanced Image and Video Retrieval Techniques","score":0.9933000206947327,"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/computer-science","display_name":"Computer science","score":0.8564586639404297},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.7146925926208496},{"id":"https://openalex.org/keywords/partition","display_name":"Partition (number theory)","score":0.5751765370368958},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5158997774124146},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5156939625740051},{"id":"https://openalex.org/keywords/heuristic","display_name":"Heuristic","score":0.5102717876434326},{"id":"https://openalex.org/keywords/grid","display_name":"Grid","score":0.4863165318965912},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.47913071513175964},{"id":"https://openalex.org/keywords/core","display_name":"Core (optical fiber)","score":0.47583603858947754},{"id":"https://openalex.org/keywords/estimator","display_name":"Estimator","score":0.43897873163223267},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.39912232756614685}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8564586639404297},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.7146925926208496},{"id":"https://openalex.org/C42812","wikidata":"https://www.wikidata.org/wiki/Q1082910","display_name":"Partition (number theory)","level":2,"score":0.5751765370368958},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5158997774124146},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5156939625740051},{"id":"https://openalex.org/C173801870","wikidata":"https://www.wikidata.org/wiki/Q201413","display_name":"Heuristic","level":2,"score":0.5102717876434326},{"id":"https://openalex.org/C187691185","wikidata":"https://www.wikidata.org/wiki/Q2020720","display_name":"Grid","level":2,"score":0.4863165318965912},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.47913071513175964},{"id":"https://openalex.org/C2164484","wikidata":"https://www.wikidata.org/wiki/Q5170150","display_name":"Core (optical fiber)","level":2,"score":0.47583603858947754},{"id":"https://openalex.org/C185429906","wikidata":"https://www.wikidata.org/wiki/Q1130160","display_name":"Estimator","level":2,"score":0.43897873163223267},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.39912232756614685},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"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:10.1007/978-3-030-03192-3_14","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-03192-3_14","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"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 Computer Science","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.6200000047683716,"display_name":"Life in Land","id":"https://metadata.un.org/sdg/15"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":38,"referenced_works":["https://openalex.org/W76331760","https://openalex.org/W122101217","https://openalex.org/W1437335841","https://openalex.org/W1512098439","https://openalex.org/W1554944419","https://openalex.org/W1563088657","https://openalex.org/W1965059296","https://openalex.org/W1977008272","https://openalex.org/W1995945562","https://openalex.org/W2039252615","https://openalex.org/W2056763477","https://openalex.org/W2084136177","https://openalex.org/W2097998348","https://openalex.org/W2099262739","https://openalex.org/W2102539288","https://openalex.org/W2106411961","https://openalex.org/W2109943925","https://openalex.org/W2112796928","https://openalex.org/W2118286367","https://openalex.org/W2124022122","https://openalex.org/W2127218421","https://openalex.org/W2131241448","https://openalex.org/W2147800946","https://openalex.org/W2153635508","https://openalex.org/W2155195660","https://openalex.org/W2165607334","https://openalex.org/W2182361439","https://openalex.org/W2187164537","https://openalex.org/W2200000192","https://openalex.org/W2287216150","https://openalex.org/W2343200584","https://openalex.org/W2395916875","https://openalex.org/W2515040851","https://openalex.org/W2566374220","https://openalex.org/W2578324637","https://openalex.org/W2787894218","https://openalex.org/W3120740533","https://openalex.org/W4230674625"],"related_works":["https://openalex.org/W4287880334","https://openalex.org/W4366700029","https://openalex.org/W4285230481","https://openalex.org/W2090763504","https://openalex.org/W4385769873","https://openalex.org/W2015759683","https://openalex.org/W4281634296","https://openalex.org/W4319161863","https://openalex.org/W2371687270","https://openalex.org/W2801210103"],"abstract_inverted_index":null,"counts_by_year":[{"year":2019,"cited_by_count":1}],"updated_date":"2026-04-04T06:10:10.580331","created_date":"2025-10-10T00:00:00"}
