{"id":"https://openalex.org/W2083995498","doi":"https://doi.org/10.1007/s10287-005-0003-7","title":"Fixed-size Least Squares Support Vector Machines: A Large Scale Application in Electrical Load Forecasting","display_name":"Fixed-size Least Squares Support Vector Machines: A Large Scale Application in Electrical Load Forecasting","publication_year":2006,"publication_date":"2006-02-15","ids":{"openalex":"https://openalex.org/W2083995498","doi":"https://doi.org/10.1007/s10287-005-0003-7","mag":"2083995498"},"language":"en","primary_location":{"id":"doi:10.1007/s10287-005-0003-7","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10287-005-0003-7","pdf_url":null,"source":{"id":"https://openalex.org/S28822639","display_name":"Computational Management Science","issn_l":"1619-697X","issn":["1619-697X","1619-6988"],"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":"Computational Management Science","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/A5109339003","display_name":"Marcelo Espinoza","orcid":null},"institutions":[{"id":"https://openalex.org/I99464096","display_name":"KU Leuven","ror":"https://ror.org/05f950310","country_code":"BE","type":"education","lineage":["https://openalex.org/I99464096"]}],"countries":["BE"],"is_corresponding":true,"raw_author_name":"Marcelo Espinoza","raw_affiliation_strings":["ESAT/SISTA, Katholieke Universiteit Leuven, Kasteelpark Arenberg 10, 3000, Leuven, Belgium","Katholieke Universiteit \u00adLeuven"],"affiliations":[{"raw_affiliation_string":"ESAT/SISTA, Katholieke Universiteit Leuven, Kasteelpark Arenberg 10, 3000, Leuven, Belgium","institution_ids":["https://openalex.org/I99464096"]},{"raw_affiliation_string":"Katholieke Universiteit \u00adLeuven","institution_ids":["https://openalex.org/I99464096"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078854904","display_name":"Johan A. K. Suykens","orcid":"https://orcid.org/0000-0002-8846-6352"},"institutions":[{"id":"https://openalex.org/I99464096","display_name":"KU Leuven","ror":"https://ror.org/05f950310","country_code":"BE","type":"education","lineage":["https://openalex.org/I99464096"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"Johan A. K. Suykens","raw_affiliation_strings":["ESAT/SISTA, Katholieke Universiteit Leuven, Kasteelpark Arenberg 10, 3000, Leuven, Belgium","Katholieke Universiteit \u00adLeuven"],"affiliations":[{"raw_affiliation_string":"ESAT/SISTA, Katholieke Universiteit Leuven, Kasteelpark Arenberg 10, 3000, Leuven, Belgium","institution_ids":["https://openalex.org/I99464096"]},{"raw_affiliation_string":"Katholieke Universiteit \u00adLeuven","institution_ids":["https://openalex.org/I99464096"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5018814006","display_name":"Bart De Moor","orcid":"https://orcid.org/0000-0002-1154-5028"},"institutions":[{"id":"https://openalex.org/I99464096","display_name":"KU Leuven","ror":"https://ror.org/05f950310","country_code":"BE","type":"education","lineage":["https://openalex.org/I99464096"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"Bart De Moor","raw_affiliation_strings":["ESAT/SISTA, Katholieke Universiteit Leuven, Kasteelpark Arenberg 10, 3000, Leuven, Belgium","Katholieke Universiteit \u00adLeuven"],"affiliations":[{"raw_affiliation_string":"ESAT/SISTA, Katholieke Universiteit Leuven, Kasteelpark Arenberg 10, 3000, Leuven, Belgium","institution_ids":["https://openalex.org/I99464096"]},{"raw_affiliation_string":"Katholieke Universiteit \u00adLeuven","institution_ids":["https://openalex.org/I99464096"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5109339003"],"corresponding_institution_ids":["https://openalex.org/I99464096"],"apc_list":{"value":2290,"currency":"EUR","value_usd":2890},"apc_paid":null,"fwci":5.7289,"has_fulltext":false,"cited_by_count":101,"citation_normalized_percentile":{"value":0.95984415,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"3","issue":"2","first_page":"113","last_page":"129"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11052","display_name":"Energy Load and Power Forecasting","score":0.9969000220298767,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic 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/T11052","display_name":"Energy Load and Power Forecasting","score":0.9969000220298767,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic 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/T10688","display_name":"Image and Signal Denoising Methods","score":0.9952999949455261,"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/T10534","display_name":"Structural Health Monitoring Techniques","score":0.9943000078201294,"subfield":{"id":"https://openalex.org/subfields/2205","display_name":"Civil and Structural 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/least-squares-support-vector-machine","display_name":"Least squares support vector machine","score":0.6265844106674194},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.5829541087150574},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.5463873744010925},{"id":"https://openalex.org/keywords/quadratic-equation","display_name":"Quadratic equation","score":0.5332847237586975},{"id":"https://openalex.org/keywords/nonlinear-system","display_name":"Nonlinear system","score":0.514195442199707},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.504076361656189},{"id":"https://openalex.org/keywords/kernel-method","display_name":"Kernel method","score":0.48800650238990784},{"id":"https://openalex.org/keywords/scale","display_name":"Scale (ratio)","score":0.46610745787620544},{"id":"https://openalex.org/keywords/least-squares-function-approximation","display_name":"Least-squares function approximation","score":0.4475204348564148},{"id":"https://openalex.org/keywords/dual","display_name":"Dual (grammatical number)","score":0.4268392324447632},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.4004938006401062},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.27150440216064453},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.1937170922756195}],"concepts":[{"id":"https://openalex.org/C145828037","wikidata":"https://www.wikidata.org/wiki/Q17086219","display_name":"Least squares support vector machine","level":3,"score":0.6265844106674194},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.5829541087150574},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.5463873744010925},{"id":"https://openalex.org/C129844170","wikidata":"https://www.wikidata.org/wiki/Q41299","display_name":"Quadratic equation","level":2,"score":0.5332847237586975},{"id":"https://openalex.org/C158622935","wikidata":"https://www.wikidata.org/wiki/Q660848","display_name":"Nonlinear system","level":2,"score":0.514195442199707},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.504076361656189},{"id":"https://openalex.org/C122280245","wikidata":"https://www.wikidata.org/wiki/Q620622","display_name":"Kernel method","level":3,"score":0.48800650238990784},{"id":"https://openalex.org/C2778755073","wikidata":"https://www.wikidata.org/wiki/Q10858537","display_name":"Scale (ratio)","level":2,"score":0.46610745787620544},{"id":"https://openalex.org/C9936470","wikidata":"https://www.wikidata.org/wiki/Q6510405","display_name":"Least-squares function approximation","level":3,"score":0.4475204348564148},{"id":"https://openalex.org/C2780980858","wikidata":"https://www.wikidata.org/wiki/Q110022","display_name":"Dual (grammatical number)","level":2,"score":0.4268392324447632},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.4004938006401062},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.27150440216064453},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.1937170922756195},{"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/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C124952713","wikidata":"https://www.wikidata.org/wiki/Q8242","display_name":"Literature","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":2,"locations":[{"id":"doi:10.1007/s10287-005-0003-7","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10287-005-0003-7","pdf_url":null,"source":{"id":"https://openalex.org/S28822639","display_name":"Computational Management Science","issn_l":"1619-697X","issn":["1619-697X","1619-6988"],"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":"Computational Management Science","raw_type":"journal-article"},{"id":"pmh:oai:RePEc:spr:comgts:v:3:y:2006:i:2:p:113-129","is_oa":false,"landing_page_url":"http://hdl.handle.net/10.1007/s10287-005-0003-7","pdf_url":null,"source":{"id":"https://openalex.org/S4306401271","display_name":"RePEc: Research Papers in Economics","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I77793887","host_organization_name":"Federal Reserve Bank of St. Louis","host_organization_lineage":["https://openalex.org/I77793887"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","score":0.5799999833106995,"display_name":"Industry, innovation and infrastructure"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":36,"referenced_works":["https://openalex.org/W24105942","https://openalex.org/W1487115931","https://openalex.org/W1496317909","https://openalex.org/W1498684908","https://openalex.org/W1504998075","https://openalex.org/W1596717185","https://openalex.org/W1601740268","https://openalex.org/W1657213141","https://openalex.org/W1965324089","https://openalex.org/W1970284904","https://openalex.org/W1978996791","https://openalex.org/W1995351367","https://openalex.org/W2023991441","https://openalex.org/W2042089645","https://openalex.org/W2079775628","https://openalex.org/W2092369573","https://openalex.org/W2094137820","https://openalex.org/W2103226621","https://openalex.org/W2104969279","https://openalex.org/W2109816097","https://openalex.org/W2111176881","https://openalex.org/W2112545207","https://openalex.org/W2121884297","https://openalex.org/W2122671960","https://openalex.org/W2139701068","https://openalex.org/W2143956139","https://openalex.org/W2148603752","https://openalex.org/W2151767444","https://openalex.org/W2156512439","https://openalex.org/W2168138569","https://openalex.org/W2471288897","https://openalex.org/W2499198490","https://openalex.org/W2541375659","https://openalex.org/W2560674852","https://openalex.org/W4388063665","https://openalex.org/W6676930901"],"related_works":["https://openalex.org/W1963674083","https://openalex.org/W2140039100","https://openalex.org/W2357762447","https://openalex.org/W2386661643","https://openalex.org/W2370845081","https://openalex.org/W1968036192","https://openalex.org/W2062491388","https://openalex.org/W1964057034","https://openalex.org/W2358797151","https://openalex.org/W2381131781"],"abstract_inverted_index":null,"counts_by_year":[{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":5},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":3},{"year":2017,"cited_by_count":7},{"year":2016,"cited_by_count":5},{"year":2015,"cited_by_count":10},{"year":2014,"cited_by_count":12},{"year":2013,"cited_by_count":3},{"year":2012,"cited_by_count":11}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}