{"id":"https://openalex.org/W2161652319","doi":"https://doi.org/10.1186/s13634-015-0204-3","title":"HOS network-based classification of power quality events via regression algorithms","display_name":"HOS network-based classification of power quality events via regression algorithms","publication_year":2015,"publication_date":"2015-02-26","ids":{"openalex":"https://openalex.org/W2161652319","doi":"https://doi.org/10.1186/s13634-015-0204-3","mag":"2161652319"},"language":"en","primary_location":{"id":"doi:10.1186/s13634-015-0204-3","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s13634-015-0204-3","pdf_url":"https://asp-eurasipjournals.springeropen.com/counter/pdf/10.1186/s13634-015-0204-3","source":{"id":"https://openalex.org/S35920007","display_name":"EURASIP Journal on Advances in Signal Processing","issn_l":"1687-6172","issn":["1687-6172","1687-6180"],"is_oa":true,"is_in_doaj":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"EURASIP Journal on Advances in Signal Processing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://asp-eurasipjournals.springeropen.com/counter/pdf/10.1186/s13634-015-0204-3","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5028597522","display_name":"Jos\u00e9-Carlos Palomares-Salas","orcid":"https://orcid.org/0000-0003-0096-7134"},"institutions":[{"id":"https://openalex.org/I39147953","display_name":"Universidad de C\u00e1diz","ror":"https://ror.org/04mxxkb11","country_code":"ES","type":"education","lineage":["https://openalex.org/I39147953"]}],"countries":["ES"],"is_corresponding":true,"raw_author_name":"Jos\u00e9 Carlos Palomares Salas","raw_affiliation_strings":["Area of Electronics, Polytechnic School of Engineering, University of C\u00e1diz, Av. Ram\u00f3n Puyol S/N., Algeciras-C\u00e1diz, E-11202, Spain","Research Group PAIDI-TIC-168: Computational Instrumentation and Industrial Electronics (ICEI), Av. Ram\u00f3n Puyol S/N., Algeciras-C\u00e1diz, E-11202, Spain"],"affiliations":[{"raw_affiliation_string":"Area of Electronics, Polytechnic School of Engineering, University of C\u00e1diz, Av. Ram\u00f3n Puyol S/N., Algeciras-C\u00e1diz, E-11202, Spain","institution_ids":["https://openalex.org/I39147953"]},{"raw_affiliation_string":"Research Group PAIDI-TIC-168: Computational Instrumentation and Industrial Electronics (ICEI), Av. Ram\u00f3n Puyol S/N., Algeciras-C\u00e1diz, E-11202, Spain","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5022562853","display_name":"Juan Jos\u00e9 Gonz\u00e1lez de la Rosa","orcid":"https://orcid.org/0000-0003-0972-8375"},"institutions":[{"id":"https://openalex.org/I39147953","display_name":"Universidad de C\u00e1diz","ror":"https://ror.org/04mxxkb11","country_code":"ES","type":"education","lineage":["https://openalex.org/I39147953"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Juan Jos\u00e9 Gonz\u00e1lez de la Rosa","raw_affiliation_strings":["Area of Electronics, Polytechnic School of Engineering, University of C\u00e1diz, Av. Ram\u00f3n Puyol S/N., Algeciras-C\u00e1diz, E-11202, Spain","Research Group PAIDI-TIC-168: Computational Instrumentation and Industrial Electronics (ICEI), Av. Ram\u00f3n Puyol S/N., Algeciras-C\u00e1diz, E-11202, Spain"],"affiliations":[{"raw_affiliation_string":"Area of Electronics, Polytechnic School of Engineering, University of C\u00e1diz, Av. Ram\u00f3n Puyol S/N., Algeciras-C\u00e1diz, E-11202, Spain","institution_ids":["https://openalex.org/I39147953"]},{"raw_affiliation_string":"Research Group PAIDI-TIC-168: Computational Instrumentation and Industrial Electronics (ICEI), Av. Ram\u00f3n Puyol S/N., Algeciras-C\u00e1diz, E-11202, Spain","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016527650","display_name":"Jos\u00e9-Mar\u00eda Sierra-Fern\u00e1ndez","orcid":"https://orcid.org/0000-0002-9931-0353"},"institutions":[{"id":"https://openalex.org/I39147953","display_name":"Universidad de C\u00e1diz","ror":"https://ror.org/04mxxkb11","country_code":"ES","type":"education","lineage":["https://openalex.org/I39147953"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Jos\u00e9 Mar\u00eda Sierra Fern\u00e1ndez","raw_affiliation_strings":["Area of Electronics, Polytechnic School of Engineering, University of C\u00e1diz, Av. Ram\u00f3n Puyol S/N., Algeciras-C\u00e1diz, E-11202, Spain","Research Group PAIDI-TIC-168: Computational Instrumentation and Industrial Electronics (ICEI), Av. Ram\u00f3n Puyol S/N., Algeciras-C\u00e1diz, E-11202, Spain"],"affiliations":[{"raw_affiliation_string":"Area of Electronics, Polytechnic School of Engineering, University of C\u00e1diz, Av. Ram\u00f3n Puyol S/N., Algeciras-C\u00e1diz, E-11202, Spain","institution_ids":["https://openalex.org/I39147953"]},{"raw_affiliation_string":"Research Group PAIDI-TIC-168: Computational Instrumentation and Industrial Electronics (ICEI), Av. Ram\u00f3n Puyol S/N., Algeciras-C\u00e1diz, E-11202, Spain","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5002313089","display_name":"Agust\u00edn Ag\u00fcera-P\u00e9rez","orcid":"https://orcid.org/0000-0001-6662-0235"},"institutions":[{"id":"https://openalex.org/I39147953","display_name":"Universidad de C\u00e1diz","ror":"https://ror.org/04mxxkb11","country_code":"ES","type":"education","lineage":["https://openalex.org/I39147953"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Agust\u00edn Ag\u00fcera P\u00e9rez","raw_affiliation_strings":["Area of Electronics, Polytechnic School of Engineering, University of C\u00e1diz, Av. Ram\u00f3n Puyol S/N., Algeciras-C\u00e1diz, E-11202, Spain","Research Group PAIDI-TIC-168: Computational Instrumentation and Industrial Electronics (ICEI), Av. Ram\u00f3n Puyol S/N., Algeciras-C\u00e1diz, E-11202, Spain"],"affiliations":[{"raw_affiliation_string":"Area of Electronics, Polytechnic School of Engineering, University of C\u00e1diz, Av. Ram\u00f3n Puyol S/N., Algeciras-C\u00e1diz, E-11202, Spain","institution_ids":["https://openalex.org/I39147953"]},{"raw_affiliation_string":"Research Group PAIDI-TIC-168: Computational Instrumentation and Industrial Electronics (ICEI), Av. Ram\u00f3n Puyol S/N., Algeciras-C\u00e1diz, E-11202, Spain","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5028597522"],"corresponding_institution_ids":["https://openalex.org/I39147953"],"apc_list":{"value":1140,"currency":"GBP","value_usd":1398},"apc_paid":{"value":1140,"currency":"GBP","value_usd":1398},"fwci":0.5919,"has_fulltext":true,"cited_by_count":6,"citation_normalized_percentile":{"value":0.72626574,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":"2015","issue":"1","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10573","display_name":"Power Quality and Harmonics","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/T10573","display_name":"Power Quality and Harmonics","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/T11222","display_name":"Magnetic Properties and Applications","score":0.9955999851226807,"subfield":{"id":"https://openalex.org/subfields/2504","display_name":"Electronic, Optical and Magnetic Materials"},"field":{"id":"https://openalex.org/fields/25","display_name":"Materials Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12300","display_name":"Advanced Electrical Measurement Techniques","score":0.9916999936103821,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7109495997428894},{"id":"https://openalex.org/keywords/kurtosis","display_name":"Kurtosis","score":0.6176763772964478},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.6160463094711304},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5992758274078369},{"id":"https://openalex.org/keywords/estimator","display_name":"Estimator","score":0.5696496963500977},{"id":"https://openalex.org/keywords/perceptron","display_name":"Perceptron","score":0.4878499507904053},{"id":"https://openalex.org/keywords/principal-component-analysis","display_name":"Principal component analysis","score":0.4802411198616028},{"id":"https://openalex.org/keywords/multilayer-perceptron","display_name":"Multilayer perceptron","score":0.44871005415916443},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3993096649646759},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.38181477785110474},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3297743797302246},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.2079862654209137},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.15784168243408203}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7109495997428894},{"id":"https://openalex.org/C166963901","wikidata":"https://www.wikidata.org/wiki/Q287251","display_name":"Kurtosis","level":2,"score":0.6176763772964478},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.6160463094711304},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5992758274078369},{"id":"https://openalex.org/C185429906","wikidata":"https://www.wikidata.org/wiki/Q1130160","display_name":"Estimator","level":2,"score":0.5696496963500977},{"id":"https://openalex.org/C60908668","wikidata":"https://www.wikidata.org/wiki/Q690207","display_name":"Perceptron","level":3,"score":0.4878499507904053},{"id":"https://openalex.org/C27438332","wikidata":"https://www.wikidata.org/wiki/Q2873","display_name":"Principal component analysis","level":2,"score":0.4802411198616028},{"id":"https://openalex.org/C179717631","wikidata":"https://www.wikidata.org/wiki/Q2991667","display_name":"Multilayer perceptron","level":3,"score":0.44871005415916443},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3993096649646759},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.38181477785110474},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3297743797302246},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2079862654209137},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.15784168243408203}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1186/s13634-015-0204-3","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s13634-015-0204-3","pdf_url":"https://asp-eurasipjournals.springeropen.com/counter/pdf/10.1186/s13634-015-0204-3","source":{"id":"https://openalex.org/S35920007","display_name":"EURASIP Journal on Advances in Signal Processing","issn_l":"1687-6172","issn":["1687-6172","1687-6180"],"is_oa":true,"is_in_doaj":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"EURASIP Journal on Advances in Signal Processing","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1186/s13634-015-0204-3","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s13634-015-0204-3","pdf_url":"https://asp-eurasipjournals.springeropen.com/counter/pdf/10.1186/s13634-015-0204-3","source":{"id":"https://openalex.org/S35920007","display_name":"EURASIP Journal on Advances in Signal Processing","issn_l":"1687-6172","issn":["1687-6172","1687-6180"],"is_oa":true,"is_in_doaj":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"EURASIP Journal on Advances in Signal Processing","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.4300000071525574,"id":"https://metadata.un.org/sdg/7","display_name":"Affordable and clean energy"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320321837","display_name":"Ministerio de Econom\u00eda y Competitividad","ror":"https://ror.org/034900433"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2161652319.pdf","grobid_xml":"https://content.openalex.org/works/W2161652319.grobid-xml"},"referenced_works_count":33,"referenced_works":["https://openalex.org/W564508292","https://openalex.org/W623552506","https://openalex.org/W810383412","https://openalex.org/W1572919062","https://openalex.org/W1968274710","https://openalex.org/W1973171858","https://openalex.org/W1990623125","https://openalex.org/W1992893687","https://openalex.org/W2004406940","https://openalex.org/W2004653480","https://openalex.org/W2036038187","https://openalex.org/W2038064679","https://openalex.org/W2044401459","https://openalex.org/W2054957270","https://openalex.org/W2062531182","https://openalex.org/W2066134526","https://openalex.org/W2088394686","https://openalex.org/W2097219758","https://openalex.org/W2099859507","https://openalex.org/W2100039505","https://openalex.org/W2104972684","https://openalex.org/W2107841622","https://openalex.org/W2111218742","https://openalex.org/W2115755118","https://openalex.org/W2123879611","https://openalex.org/W2126704684","https://openalex.org/W2152007254","https://openalex.org/W2155647922","https://openalex.org/W2155889930","https://openalex.org/W2157023295","https://openalex.org/W2165597095","https://openalex.org/W2187720817","https://openalex.org/W4302067267"],"related_works":["https://openalex.org/W2076543106","https://openalex.org/W2019891950","https://openalex.org/W2085842814","https://openalex.org/W4286643620","https://openalex.org/W2523437662","https://openalex.org/W4387048144","https://openalex.org/W2492135063","https://openalex.org/W2362514456","https://openalex.org/W2766585573","https://openalex.org/W4387490624"],"abstract_inverted_index":{"This":[0],"work":[1],"compares":[2],"seven":[3],"regression":[4],"algorithms":[5],"implemented":[6],"in":[7,20,44,61],"artificial":[8],"neural":[9],"networks":[10],"(ANNs)":[11],"supported":[12],"by":[13],"14":[14],"power-quality":[15],"features,":[16],"which":[17,65],"are":[18,59,99],"based":[19,60],"higher-order":[21],"statistics.":[22],"Combining":[23],"time":[24],"and":[25,107],"frequency":[26],"domain":[27],"estimators":[28],"to":[29,49,68,112],"deal":[30],"with":[31],"non-stationary":[32],"measurement":[33],"sequences,":[34],"the":[35,39,42,45,69,73,81,113],"final":[36],"goal":[37],"of":[38,72,86,116],"system":[40],"is":[41,84],"implementation":[43],"future":[46],"smart":[47],"grid":[48],"guarantee":[50],"compatibility":[51],"between":[52],"all":[53],"equipment":[54],"connected.":[55],"The":[56,96],"principal":[57],"results":[58,78,89,98],"spectral":[62],"kurtosis":[63],"measurements,":[64],"easily":[66],"adapt":[67],"impulsive":[70],"nature":[71,115],"power":[74,91],"quality":[75,92],"events.":[76],"These":[77],"verify":[79],"that":[80],"proposed":[82],"technique":[83],"capable":[85],"offering":[87],"interesting":[88],"for":[90],"(PQ)":[93],"disturbance":[94],"classification.":[95],"best":[97],"obtained":[100],"using":[101],"radial":[102],"basis":[103],"networks,":[104],"generalized":[105],"regression,":[106],"multilayer":[108],"perceptron,":[109],"mainly":[110],"due":[111],"non-linear":[114],"data.":[117]},"counts_by_year":[{"year":2022,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2016,"cited_by_count":1},{"year":2015,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
