{"id":"https://openalex.org/W2147965552","doi":"https://doi.org/10.1007/s13042-013-0153-9","title":"A nonlinear least squares quasi-Newton strategy for LP-SVR hyper-parameters selection","display_name":"A nonlinear least squares quasi-Newton strategy for LP-SVR hyper-parameters selection","publication_year":2013,"publication_date":"2013-02-25","ids":{"openalex":"https://openalex.org/W2147965552","doi":"https://doi.org/10.1007/s13042-013-0153-9","mag":"2147965552"},"language":"en","primary_location":{"id":"doi:10.1007/s13042-013-0153-9","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s13042-013-0153-9","pdf_url":null,"source":{"id":"https://openalex.org/S2764999920","display_name":"International Journal of Machine Learning and Cybernetics","issn_l":"1868-8071","issn":["1868-8071","1868-808X"],"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":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Machine Learning and Cybernetics","raw_type":"journal-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/A5045360354","display_name":"Pablo Rivas","orcid":"https://orcid.org/0000-0002-8690-0987"},"institutions":[{"id":"https://openalex.org/I157394403","display_name":"Baylor University","ror":"https://ror.org/005781934","country_code":"US","type":"education","lineage":["https://openalex.org/I157394403"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Pablo Rivas-Perea","raw_affiliation_strings":["Department of Computer Science, Baylor University, One Bear Place #97356, Waco, TX, 76798-7356, USA"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Baylor University, One Bear Place #97356, Waco, TX, 76798-7356, USA","institution_ids":["https://openalex.org/I157394403"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017820217","display_name":"Juan Cota-Ruiz","orcid":"https://orcid.org/0000-0002-3592-1198"},"institutions":[{"id":"https://openalex.org/I114756412","display_name":"Universidad Aut\u00f3noma de Ciudad Ju\u00e1rez","ror":"https://ror.org/05fj8cf83","country_code":"MX","type":"education","lineage":["https://openalex.org/I114756412"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Juan Cota-Ruiz","raw_affiliation_strings":["Department of Electrical and Computer Engineering, Autonomous University of Ciudad Juarez (UACJ), Ave. del Charro #450 Nte. C. P. 32310, Ciudad Juarez, Chihuahua, M\u00e9xico"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, Autonomous University of Ciudad Juarez (UACJ), Ave. del Charro #450 Nte. C. P. 32310, Ciudad Juarez, Chihuahua, M\u00e9xico","institution_ids":["https://openalex.org/I114756412"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5111990473","display_name":"Jose-Gerardo Rosiles","orcid":null},"institutions":[{"id":"https://openalex.org/I880747138","display_name":"Science Applications International Corporation (United States)","ror":"https://ror.org/00zv91802","country_code":"US","type":"company","lineage":["https://openalex.org/I880747138"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jose-Gerardo Rosiles","raw_affiliation_strings":["Science Applications International Corp., 7400 Viscount Blvd, El Paso, TX, 79925, USA"],"affiliations":[{"raw_affiliation_string":"Science Applications International Corp., 7400 Viscount Blvd, El Paso, TX, 79925, USA","institution_ids":["https://openalex.org/I880747138"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5045360354"],"corresponding_institution_ids":["https://openalex.org/I157394403"],"apc_list":{"value":2790,"currency":"EUR","value_usd":3590},"apc_paid":null,"fwci":2.0365,"has_fulltext":false,"cited_by_count":13,"citation_normalized_percentile":{"value":0.88746412,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":100},"biblio":{"volume":"5","issue":"4","first_page":"579","last_page":"597"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10876","display_name":"Fault Detection and Control Systems","score":0.9986000061035156,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10876","display_name":"Fault Detection and Control Systems","score":0.9986000061035156,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11236","display_name":"Control Systems and Identification","score":0.996999979019165,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11447","display_name":"Blind Source Separation Techniques","score":0.9937999844551086,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/computational-intelligence","display_name":"Computational intelligence","score":0.7088488936424255},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.6789652109146118},{"id":"https://openalex.org/keywords/nonlinear-system","display_name":"Nonlinear system","score":0.5888581871986389},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.508658230304718},{"id":"https://openalex.org/keywords/least-squares-function-approximation","display_name":"Least-squares function approximation","score":0.5041197538375854},{"id":"https://openalex.org/keywords/non-linear-least-squares","display_name":"Non-linear least squares","score":0.4569123685359955},{"id":"https://openalex.org/keywords/applied-mathematics","display_name":"Applied mathematics","score":0.39298683404922485},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.3739468455314636},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.36332476139068604},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.35939928889274597},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3319985866546631},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3099004626274109},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.24551242589950562},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.12500113248825073},{"id":"https://openalex.org/keywords/estimation-theory","display_name":"Estimation theory","score":0.10135629773139954}],"concepts":[{"id":"https://openalex.org/C139502532","wikidata":"https://www.wikidata.org/wiki/Q1122090","display_name":"Computational intelligence","level":2,"score":0.7088488936424255},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.6789652109146118},{"id":"https://openalex.org/C158622935","wikidata":"https://www.wikidata.org/wiki/Q660848","display_name":"Nonlinear system","level":2,"score":0.5888581871986389},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.508658230304718},{"id":"https://openalex.org/C9936470","wikidata":"https://www.wikidata.org/wiki/Q6510405","display_name":"Least-squares function approximation","level":3,"score":0.5041197538375854},{"id":"https://openalex.org/C45923927","wikidata":"https://www.wikidata.org/wiki/Q3319230","display_name":"Non-linear least squares","level":3,"score":0.4569123685359955},{"id":"https://openalex.org/C28826006","wikidata":"https://www.wikidata.org/wiki/Q33521","display_name":"Applied mathematics","level":1,"score":0.39298683404922485},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3739468455314636},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.36332476139068604},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.35939928889274597},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3319985866546631},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3099004626274109},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.24551242589950562},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.12500113248825073},{"id":"https://openalex.org/C167928553","wikidata":"https://www.wikidata.org/wiki/Q1376021","display_name":"Estimation theory","level":2,"score":0.10135629773139954},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C185429906","wikidata":"https://www.wikidata.org/wiki/Q1130160","display_name":"Estimator","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s13042-013-0153-9","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s13042-013-0153-9","pdf_url":null,"source":{"id":"https://openalex.org/S2764999920","display_name":"International Journal of Machine Learning and Cybernetics","issn_l":"1868-8071","issn":["1868-8071","1868-808X"],"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":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Machine Learning and Cybernetics","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Climate action","score":0.5,"id":"https://metadata.un.org/sdg/13"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":74,"referenced_works":["https://openalex.org/W50076749","https://openalex.org/W121649645","https://openalex.org/W138608707","https://openalex.org/W178847082","https://openalex.org/W1480629002","https://openalex.org/W1481566577","https://openalex.org/W1484160485","https://openalex.org/W1521843029","https://openalex.org/W1559060276","https://openalex.org/W1565866145","https://openalex.org/W1569512666","https://openalex.org/W1574862351","https://openalex.org/W1588486985","https://openalex.org/W1592635802","https://openalex.org/W1680579736","https://openalex.org/W1786620475","https://openalex.org/W1964357740","https://openalex.org/W1964865031","https://openalex.org/W1969811075","https://openalex.org/W1970971277","https://openalex.org/W1973560868","https://openalex.org/W1976990135","https://openalex.org/W1982901903","https://openalex.org/W1987081668","https://openalex.org/W1987605949","https://openalex.org/W1992651903","https://openalex.org/W1993105429","https://openalex.org/W2001619934","https://openalex.org/W2009984955","https://openalex.org/W2014158063","https://openalex.org/W2015627422","https://openalex.org/W2023720594","https://openalex.org/W2039112049","https://openalex.org/W2046958243","https://openalex.org/W2060726696","https://openalex.org/W2061933243","https://openalex.org/W2062071965","https://openalex.org/W2063652453","https://openalex.org/W2068484625","https://openalex.org/W2068684977","https://openalex.org/W2072880371","https://openalex.org/W2082087000","https://openalex.org/W2082988498","https://openalex.org/W2089053678","https://openalex.org/W2093040750","https://openalex.org/W2098263691","https://openalex.org/W2104888576","https://openalex.org/W2105038653","https://openalex.org/W2105257122","https://openalex.org/W2106261996","https://openalex.org/W2106701503","https://openalex.org/W2112796928","https://openalex.org/W2117812871","https://openalex.org/W2123737232","https://openalex.org/W2140494000","https://openalex.org/W2145235961","https://openalex.org/W2149684865","https://openalex.org/W2158994553","https://openalex.org/W2161549499","https://openalex.org/W2161920802","https://openalex.org/W2166681119","https://openalex.org/W2170413829","https://openalex.org/W2256588869","https://openalex.org/W2267494289","https://openalex.org/W2310245665","https://openalex.org/W2375508881","https://openalex.org/W2476354798","https://openalex.org/W2500538847","https://openalex.org/W2799061466","https://openalex.org/W3029645440","https://openalex.org/W3120740533","https://openalex.org/W4240372278","https://openalex.org/W4285719527","https://openalex.org/W4293775970"],"related_works":["https://openalex.org/W2026673180","https://openalex.org/W1959514624","https://openalex.org/W2381388166","https://openalex.org/W200101083","https://openalex.org/W2939592218","https://openalex.org/W2359835307","https://openalex.org/W327962130","https://openalex.org/W4380487384","https://openalex.org/W1997338499","https://openalex.org/W4378552425"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2017,"cited_by_count":3},{"year":2016,"cited_by_count":1},{"year":2015,"cited_by_count":2},{"year":2014,"cited_by_count":1}],"updated_date":"2026-03-20T23:20:44.827607","created_date":"2025-10-10T00:00:00"}
