{"id":"https://openalex.org/W1975808455","doi":"https://doi.org/10.1109/isda.2011.6121833","title":"Evaluating nominal and ordinal classifiers for wind speed prediction from synoptic pressure patterns","display_name":"Evaluating nominal and ordinal classifiers for wind speed prediction from synoptic pressure patterns","publication_year":2011,"publication_date":"2011-11-01","ids":{"openalex":"https://openalex.org/W1975808455","doi":"https://doi.org/10.1109/isda.2011.6121833","mag":"1975808455"},"language":"en","primary_location":{"id":"doi:10.1109/isda.2011.6121833","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isda.2011.6121833","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2011 11th International Conference on Intelligent Systems Design and Applications","raw_type":"proceedings-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/A5063964437","display_name":"Pedro Antonio Guti\u00e9rrez","orcid":"https://orcid.org/0000-0002-2657-776X"},"institutions":[{"id":"https://openalex.org/I53110688","display_name":"University of C\u00f3rdoba","ror":"https://ror.org/05yc77b46","country_code":"ES","type":"education","lineage":["https://openalex.org/I53110688"]}],"countries":["ES"],"is_corresponding":true,"raw_author_name":"P. A. Gutierrez","raw_affiliation_strings":["Department of Computer Science and Numerical Analysis, Universidad de C\u00f3rdoba, Spain","Department of Computer Science and Numerical Analysis, Universidad de C\u00f3rdoba"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Numerical Analysis, Universidad de C\u00f3rdoba, Spain","institution_ids":["https://openalex.org/I53110688"]},{"raw_affiliation_string":"Department of Computer Science and Numerical Analysis, Universidad de C\u00f3rdoba","institution_ids":["https://openalex.org/I53110688"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5060780612","display_name":"Sancho Salcedo\u2010Sanz","orcid":"https://orcid.org/0000-0002-4048-1676"},"institutions":[{"id":"https://openalex.org/I189268942","display_name":"Universidad de Alcal\u00e1","ror":"https://ror.org/04pmn0e78","country_code":"ES","type":"education","lineage":["https://openalex.org/I189268942"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"S. Salcedo-Sanz","raw_affiliation_strings":["Department of Signal Theory and Communications, Universidad de Alcal\u00e1, Spain","Department of Signal Theory and Communications Universidad de Alcal\u00e1"],"affiliations":[{"raw_affiliation_string":"Department of Signal Theory and Communications, Universidad de Alcal\u00e1, Spain","institution_ids":["https://openalex.org/I189268942"]},{"raw_affiliation_string":"Department of Signal Theory and Communications Universidad de Alcal\u00e1","institution_ids":["https://openalex.org/I189268942"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086980043","display_name":"C\u00e9sar Herv\u00e1s\u2010Mart\u00ednez","orcid":"https://orcid.org/0000-0003-4564-1816"},"institutions":[{"id":"https://openalex.org/I53110688","display_name":"University of C\u00f3rdoba","ror":"https://ror.org/05yc77b46","country_code":"ES","type":"education","lineage":["https://openalex.org/I53110688"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"C. Hervas-Martinez","raw_affiliation_strings":["Department of Computer Science and Numerical Analysis, Universidad de C\u00f3rdoba, Spain","Department of Computer Science and Numerical Analysis, Universidad de C\u00f3rdoba"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Numerical Analysis, Universidad de C\u00f3rdoba, Spain","institution_ids":["https://openalex.org/I53110688"]},{"raw_affiliation_string":"Department of Computer Science and Numerical Analysis, Universidad de C\u00f3rdoba","institution_ids":["https://openalex.org/I53110688"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5025107878","display_name":"L. Carro\u2010Calvo","orcid":"https://orcid.org/0000-0002-7400-3269"},"institutions":[{"id":"https://openalex.org/I189268942","display_name":"Universidad de Alcal\u00e1","ror":"https://ror.org/04pmn0e78","country_code":"ES","type":"education","lineage":["https://openalex.org/I189268942"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"L. Carro-Calvo","raw_affiliation_strings":["Department of Signal Theory and Communications, Universidad de Alcal\u00e1, Spain","Department of Signal Theory and Communications Universidad de Alcal\u00e1"],"affiliations":[{"raw_affiliation_string":"Department of Signal Theory and Communications, Universidad de Alcal\u00e1, Spain","institution_ids":["https://openalex.org/I189268942"]},{"raw_affiliation_string":"Department of Signal Theory and Communications Universidad de Alcal\u00e1","institution_ids":["https://openalex.org/I189268942"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034210024","display_name":"Javier S\u00e1nchez\u2010Monedero","orcid":"https://orcid.org/0000-0001-8649-1709"},"institutions":[{"id":"https://openalex.org/I53110688","display_name":"University of C\u00f3rdoba","ror":"https://ror.org/05yc77b46","country_code":"ES","type":"education","lineage":["https://openalex.org/I53110688"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"J. Sanchez-Monedero","raw_affiliation_strings":["Department of Computer Science and Numerical Analysis, Universidad de C\u00f3rdoba, Spain","Department of Computer Science and Numerical Analysis, Universidad de C\u00f3rdoba"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Numerical Analysis, Universidad de C\u00f3rdoba, Spain","institution_ids":["https://openalex.org/I53110688"]},{"raw_affiliation_string":"Department of Computer Science and Numerical Analysis, Universidad de C\u00f3rdoba","institution_ids":["https://openalex.org/I53110688"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5108078755","display_name":"L. Prieto","orcid":null},"institutions":[{"id":"https://openalex.org/I4210087680","display_name":"Iberdrola (Spain)","ror":"https://ror.org/0030ewy42","country_code":"ES","type":"company","lineage":["https://openalex.org/I4210087680"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"L. Prieto","raw_affiliation_strings":["Department of Wind Resource, Iberdrola Renovables, Spain","Department of Wind Resource Iberdrola Renovables"],"affiliations":[{"raw_affiliation_string":"Department of Wind Resource, Iberdrola Renovables, Spain","institution_ids":["https://openalex.org/I4210087680"]},{"raw_affiliation_string":"Department of Wind Resource Iberdrola Renovables","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5063964437"],"corresponding_institution_ids":["https://openalex.org/I53110688"],"apc_list":null,"apc_paid":null,"fwci":1.0599,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.78480328,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":96},"biblio":{"volume":"13","issue":null,"first_page":"1265","last_page":"1270"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11052","display_name":"Energy Load and Power Forecasting","score":0.9998999834060669,"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":0.9998999834060669,"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/T10680","display_name":"Wind Energy Research and Development","score":0.9843999743461609,"subfield":{"id":"https://openalex.org/subfields/2202","display_name":"Aerospace 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/T11371","display_name":"Wind and Air Flow Studies","score":0.9746999740600586,"subfield":{"id":"https://openalex.org/subfields/2305","display_name":"Environmental Engineering"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.7108235955238342},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.6754617691040039},{"id":"https://openalex.org/keywords/wind-speed","display_name":"Wind speed","score":0.6659541130065918},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6603831052780151},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5746843218803406},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5027101039886475},{"id":"https://openalex.org/keywords/ordinal-regression","display_name":"Ordinal regression","score":0.4776422083377838},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.450011670589447},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3556116223335266},{"id":"https://openalex.org/keywords/meteorology","display_name":"Meteorology","score":0.1596526801586151},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.07114195823669434}],"concepts":[{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.7108235955238342},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.6754617691040039},{"id":"https://openalex.org/C161067210","wikidata":"https://www.wikidata.org/wiki/Q1464943","display_name":"Wind speed","level":2,"score":0.6659541130065918},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6603831052780151},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5746843218803406},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5027101039886475},{"id":"https://openalex.org/C110313322","wikidata":"https://www.wikidata.org/wiki/Q7100793","display_name":"Ordinal regression","level":2,"score":0.4776422083377838},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.450011670589447},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3556116223335266},{"id":"https://openalex.org/C153294291","wikidata":"https://www.wikidata.org/wiki/Q25261","display_name":"Meteorology","level":1,"score":0.1596526801586151},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.07114195823669434}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/isda.2011.6121833","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isda.2011.6121833","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2011 11th International Conference on Intelligent Systems Design and Applications","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.9100000262260437,"display_name":"Affordable and clean energy","id":"https://metadata.un.org/sdg/7"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":33,"referenced_works":["https://openalex.org/W1565746575","https://openalex.org/W1971938489","https://openalex.org/W1981039744","https://openalex.org/W1991001067","https://openalex.org/W1997855593","https://openalex.org/W2001462470","https://openalex.org/W2016944307","https://openalex.org/W2021993280","https://openalex.org/W2024046085","https://openalex.org/W2024377782","https://openalex.org/W2030625232","https://openalex.org/W2033899688","https://openalex.org/W2048638058","https://openalex.org/W2062926622","https://openalex.org/W2068234416","https://openalex.org/W2087347434","https://openalex.org/W2106393550","https://openalex.org/W2112076978","https://openalex.org/W2113238782","https://openalex.org/W2119821739","https://openalex.org/W2125055259","https://openalex.org/W2128186735","https://openalex.org/W2145804350","https://openalex.org/W2153902270","https://openalex.org/W2172000360","https://openalex.org/W2173251738","https://openalex.org/W2496323672","https://openalex.org/W3099514962","https://openalex.org/W4239510810","https://openalex.org/W6649661875","https://openalex.org/W6676769703","https://openalex.org/W6679285541","https://openalex.org/W6681816918"],"related_works":["https://openalex.org/W3210452439","https://openalex.org/W2090763504","https://openalex.org/W148178222","https://openalex.org/W2104657898","https://openalex.org/W1948992892","https://openalex.org/W2021606399","https://openalex.org/W1886884218","https://openalex.org/W1910826599","https://openalex.org/W2012353789","https://openalex.org/W2530420969"],"abstract_inverted_index":{"This":[0],"paper":[1,73],"evaluates":[2],"the":[3,27,75,80,89,92,97],"performance":[4],"of":[5,91,96],"different":[6,28],"classifiers":[7],"when":[8],"predicting":[9],"wind":[10,46,52,58,65],"speed":[11,47,53],"from":[12],"synoptic":[13],"pressure":[14],"patterns.":[15],"The":[16,39,68],"prediction":[17,48],"problem":[18,40,98],"has":[19],"been":[20],"formulated":[21],"as":[22,79],"a":[23],"classification":[24],"problem,":[25],"where":[26,60],"classes":[29],"are":[30,62],"associated":[31],"to":[32,101],"four":[33],"values":[34],"in":[35,55,71],"an":[36],"ordinal":[37],"scale.":[38],"is":[41,99],"relevant":[42],"for":[43,51,84],"long":[44],"term":[45],"and":[49],"also":[50],"reconstruction":[54],"areas":[56],"(mainly":[57],"farms)":[59],"there":[61],"not":[63],"direct":[64],"measures":[66],"available.":[67],"results":[69],"obtained":[70],"this":[72,85],"present":[74],"Support":[76],"Vector":[77],"Machine":[78],"best":[81],"tested":[82],"classifier":[83,103],"task.":[86],"In":[87],"addition,":[88],"use":[90],"intrinsic":[93],"ordering":[94],"information":[95],"shown":[100],"improve":[102],"performance.":[104]},"counts_by_year":[{"year":2013,"cited_by_count":2},{"year":2012,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
