{"id":"https://openalex.org/W2734377989","doi":"https://doi.org/10.1109/ijcnn.2017.7966278","title":"Piecewise multi-linear fuzzy extreme learning machine for the implementation of intelligent agents","display_name":"Piecewise multi-linear fuzzy extreme learning machine for the implementation of intelligent agents","publication_year":2017,"publication_date":"2017-05-01","ids":{"openalex":"https://openalex.org/W2734377989","doi":"https://doi.org/10.1109/ijcnn.2017.7966278","mag":"2734377989"},"language":"en","primary_location":{"id":"doi:10.1109/ijcnn.2017.7966278","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ijcnn.2017.7966278","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 International Joint Conference on Neural Networks (IJCNN)","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/A5077493865","display_name":"I. del Campo","orcid":"https://orcid.org/0000-0002-6378-5357"},"institutions":[{"id":"https://openalex.org/I169108374","display_name":"University of the Basque Country","ror":"https://ror.org/000xsnr85","country_code":"ES","type":"education","lineage":["https://openalex.org/I169108374"]}],"countries":["ES"],"is_corresponding":true,"raw_author_name":"Ines del Campo","raw_affiliation_strings":["Department of Electricity and Electronics, University of the Basque Country UPV/EHU, Vizcaya, Spain"],"affiliations":[{"raw_affiliation_string":"Department of Electricity and Electronics, University of the Basque Country UPV/EHU, Vizcaya, Spain","institution_ids":["https://openalex.org/I169108374"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086255356","display_name":"V. Sanchez Martinez","orcid":"https://orcid.org/0009-0006-3419-4132"},"institutions":[{"id":"https://openalex.org/I169108374","display_name":"University of the Basque Country","ror":"https://ror.org/000xsnr85","country_code":"ES","type":"education","lineage":["https://openalex.org/I169108374"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Victoria Martinez","raw_affiliation_strings":["Department of Electricity and Electronics, University of the Basque Country UPV/EHU, Vizcaya, Spain"],"affiliations":[{"raw_affiliation_string":"Department of Electricity and Electronics, University of the Basque Country UPV/EHU, Vizcaya, Spain","institution_ids":["https://openalex.org/I169108374"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017420672","display_name":"Flavia Orosa","orcid":null},"institutions":[{"id":"https://openalex.org/I169108374","display_name":"University of the Basque Country","ror":"https://ror.org/000xsnr85","country_code":"ES","type":"education","lineage":["https://openalex.org/I169108374"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Flavia Orosa","raw_affiliation_strings":["Department of Electricity and Electronics, University of the Basque Country UPV/EHU, Vizcaya, Spain"],"affiliations":[{"raw_affiliation_string":"Department of Electricity and Electronics, University of the Basque Country UPV/EHU, Vizcaya, Spain","institution_ids":["https://openalex.org/I169108374"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5091794040","display_name":"Javier Echanobe","orcid":"https://orcid.org/0000-0002-1064-2555"},"institutions":[{"id":"https://openalex.org/I169108374","display_name":"University of the Basque Country","ror":"https://ror.org/000xsnr85","country_code":"ES","type":"education","lineage":["https://openalex.org/I169108374"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Javier Echanobe","raw_affiliation_strings":["Department of Electricity and Electronics, University of the Basque Country UPV/EHU, Vizcaya, Spain"],"affiliations":[{"raw_affiliation_string":"Department of Electricity and Electronics, University of the Basque Country UPV/EHU, Vizcaya, Spain","institution_ids":["https://openalex.org/I169108374"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089973258","display_name":"Estibaliz Asua","orcid":"https://orcid.org/0000-0001-8116-0759"},"institutions":[{"id":"https://openalex.org/I169108374","display_name":"University of the Basque Country","ror":"https://ror.org/000xsnr85","country_code":"ES","type":"education","lineage":["https://openalex.org/I169108374"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Estibalitz Asua","raw_affiliation_strings":["Department of Electricity and Electronics, University of the Basque Country UPV/EHU, Vizcaya, Spain"],"affiliations":[{"raw_affiliation_string":"Department of Electricity and Electronics, University of the Basque Country UPV/EHU, Vizcaya, Spain","institution_ids":["https://openalex.org/I169108374"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5010198168","display_name":"Koldo Basterretxea","orcid":"https://orcid.org/0000-0002-5934-4735"},"institutions":[{"id":"https://openalex.org/I169108374","display_name":"University of the Basque Country","ror":"https://ror.org/000xsnr85","country_code":"ES","type":"education","lineage":["https://openalex.org/I169108374"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Koldo Basterretxea","raw_affiliation_strings":["Department of Electronics Technology, University of the Basque Country UPV/EHU, Bilbao, Spain"],"affiliations":[{"raw_affiliation_string":"Department of Electronics Technology, University of the Basque Country UPV/EHU, Bilbao, Spain","institution_ids":["https://openalex.org/I169108374"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5077493865"],"corresponding_institution_ids":["https://openalex.org/I169108374"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.08044344,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"13","issue":null,"first_page":"3363","last_page":"3370"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12676","display_name":"Machine Learning and ELM","score":1.0,"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/T12676","display_name":"Machine Learning and ELM","score":1.0,"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/T10320","display_name":"Neural Networks and Applications","score":0.9940000176429749,"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":0.9883999824523926,"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/extreme-learning-machine","display_name":"Extreme learning machine","score":0.7525907754898071},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.70383620262146},{"id":"https://openalex.org/keywords/adaptability","display_name":"Adaptability","score":0.6445146799087524},{"id":"https://openalex.org/keywords/estimator","display_name":"Estimator","score":0.5504388809204102},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.4759214520454407},{"id":"https://openalex.org/keywords/fuzzy-control-system","display_name":"Fuzzy control system","score":0.45607027411460876},{"id":"https://openalex.org/keywords/piecewise-linear-function","display_name":"Piecewise linear function","score":0.45407235622406006},{"id":"https://openalex.org/keywords/generalization","display_name":"Generalization","score":0.4499354362487793},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.44176119565963745},{"id":"https://openalex.org/keywords/intelligent-control","display_name":"Intelligent control","score":0.4121389389038086},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3847252130508423},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.1198003888130188},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.09384608268737793}],"concepts":[{"id":"https://openalex.org/C2780150128","wikidata":"https://www.wikidata.org/wiki/Q21948731","display_name":"Extreme learning machine","level":3,"score":0.7525907754898071},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.70383620262146},{"id":"https://openalex.org/C177606310","wikidata":"https://www.wikidata.org/wiki/Q5674297","display_name":"Adaptability","level":2,"score":0.6445146799087524},{"id":"https://openalex.org/C185429906","wikidata":"https://www.wikidata.org/wiki/Q1130160","display_name":"Estimator","level":2,"score":0.5504388809204102},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.4759214520454407},{"id":"https://openalex.org/C195975749","wikidata":"https://www.wikidata.org/wiki/Q1475705","display_name":"Fuzzy control system","level":3,"score":0.45607027411460876},{"id":"https://openalex.org/C17095337","wikidata":"https://www.wikidata.org/wiki/Q2375229","display_name":"Piecewise linear function","level":2,"score":0.45407235622406006},{"id":"https://openalex.org/C177148314","wikidata":"https://www.wikidata.org/wiki/Q170084","display_name":"Generalization","level":2,"score":0.4499354362487793},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.44176119565963745},{"id":"https://openalex.org/C82327864","wikidata":"https://www.wikidata.org/wiki/Q835100","display_name":"Intelligent control","level":2,"score":0.4121389389038086},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3847252130508423},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.1198003888130188},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.09384608268737793},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","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/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","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},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ijcnn.2017.7966278","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ijcnn.2017.7966278","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 International Joint Conference on Neural Networks (IJCNN)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":26,"referenced_works":["https://openalex.org/W834593027","https://openalex.org/W1486756125","https://openalex.org/W1967636686","https://openalex.org/W1974943502","https://openalex.org/W1979256891","https://openalex.org/W2005207298","https://openalex.org/W2019207321","https://openalex.org/W2046738003","https://openalex.org/W2077611589","https://openalex.org/W2079325629","https://openalex.org/W2096987757","https://openalex.org/W2108640393","https://openalex.org/W2111072639","https://openalex.org/W2122040390","https://openalex.org/W2122410182","https://openalex.org/W2124344619","https://openalex.org/W2126677788","https://openalex.org/W2127495420","https://openalex.org/W2141695047","https://openalex.org/W2157248626","https://openalex.org/W2158054309","https://openalex.org/W2161055889","https://openalex.org/W2168618665","https://openalex.org/W2301541953","https://openalex.org/W4250857377","https://openalex.org/W6679010733"],"related_works":["https://openalex.org/W1745496292","https://openalex.org/W2171771336","https://openalex.org/W2153694619","https://openalex.org/W1572304478","https://openalex.org/W2743009361","https://openalex.org/W2037250252","https://openalex.org/W2387174571","https://openalex.org/W2533494567","https://openalex.org/W2380356206","https://openalex.org/W2532772353"],"abstract_inverted_index":{"Autonomy,":[0],"adaptability":[1],"and":[2,31,42,81,109],"reactivity":[3],"are":[4,151],"key":[5],"capabilities":[6],"of":[7,12,18,71,96],"intelligent":[8,13,149],"agents.":[9],"Many":[10],"applications":[11],"agents,":[14],"such":[15],"as":[16],"control":[17],"ubiquitous":[19],"computing":[20],"environments":[21],"or":[22,39],"autonomous":[23],"robotic":[24],"systems,":[25],"demand":[26],"not":[27],"only":[28],"high":[29],"performance":[30],"modeling":[32],"capability":[33],"but":[34],"also":[35],"the":[36,47,94,121,124],"appropriate":[37],"device":[38],"architecture":[40],"(hardware":[41],"related":[43],"software)":[44],"for":[45,93],"implementing":[46],"agent":[48],"in":[49,146],"a":[50,58,68,128],"real":[51],"environment.":[52],"To":[53],"deal":[54],"with":[55,76,127],"these":[56],"challenges":[57],"new":[59],"algorithm,":[60],"termed":[61],"PWM-FIS":[62,90,125],"ELM,":[63],"is":[64,91],"proposed.":[65],"It":[66],"combines":[67],"particular":[69],"type":[70],"adaptive":[72],"fuzzy":[73],"inference":[74],"system":[75],"piecewise":[77],"multi-linear":[78],"behaviour":[79],"(PWM-FIS),":[80],"an":[82,147],"extreme":[83],"learning":[84],"machine":[85],"(ELM)":[86],"training":[87,131],"scheme.":[88],"The":[89,113],"suitable":[92],"development":[95],"efficient":[97],"high-performance":[98],"System-on-Chip":[99],"(SoC),":[100],"while":[101],"ELM":[102],"provides":[103],"fast":[104],"training,":[105],"good":[106],"generalization":[107],"ability,":[108],"universal":[110],"approximation":[111],"capability.":[112],"proposed":[114],"algorithm":[115,132],"outperforms":[116],"previous":[117],"results":[118,144],"obtained":[119,145],"by":[120],"authors":[122],"using":[123],"endowed":[126],"conventional":[129],"two-pass":[130],"(i.e.,":[133],"least":[134],"square":[135],"estimator":[136],"plus":[137],"back":[138],"propagation":[139],"gradient":[140],"descent":[141],"method).":[142],"Experimental":[143],"inhabited":[148],"environment":[150],"provided.":[152]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
