{"id":"https://openalex.org/W2092484276","doi":"https://doi.org/10.1109/etfa.2014.7005208","title":"Hierarchical classification scheme based on identification, isolation and analysis of conflictive regions","display_name":"Hierarchical classification scheme based on identification, isolation and analysis of conflictive regions","publication_year":2014,"publication_date":"2014-09-01","ids":{"openalex":"https://openalex.org/W2092484276","doi":"https://doi.org/10.1109/etfa.2014.7005208","mag":"2092484276"},"language":"en","primary_location":{"id":"doi:10.1109/etfa.2014.7005208","is_oa":false,"landing_page_url":"https://doi.org/10.1109/etfa.2014.7005208","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2014 IEEE Emerging Technology and Factory Automation (ETFA)","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/A5050330810","display_name":"Jesus A. Carino","orcid":"https://orcid.org/0000-0003-4069-3561"},"institutions":[{"id":"https://openalex.org/I9617848","display_name":"Universitat Polit\u00e8cnica de Catalunya","ror":"https://ror.org/03mb6wj31","country_code":"ES","type":"education","lineage":["https://openalex.org/I9617848"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"J. A. Carino","raw_affiliation_strings":["Department of Electronic Engineering, Polytechnic University of Catalonia (UPC), Terrassa, Spain","MCIA Research Center, Department of Electronic Engineering, Polytechnic University of Catalonia (UPC) Terrassa, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electronic Engineering, Polytechnic University of Catalonia (UPC), Terrassa, Spain","institution_ids":["https://openalex.org/I9617848"]},{"raw_affiliation_string":"MCIA Research Center, Department of Electronic Engineering, Polytechnic University of Catalonia (UPC) Terrassa, Spain","institution_ids":["https://openalex.org/I9617848"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090119750","display_name":"Daniel Zurita","orcid":"https://orcid.org/0000-0001-6388-7559"},"institutions":[{"id":"https://openalex.org/I9617848","display_name":"Universitat Polit\u00e8cnica de Catalunya","ror":"https://ror.org/03mb6wj31","country_code":"ES","type":"education","lineage":["https://openalex.org/I9617848"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"D. Zurita","raw_affiliation_strings":["Department of Electronic Engineering, Polytechnic University of Catalonia (UPC), Terrassa, Spain","MCIA Research Center, Department of Electronic Engineering, Polytechnic University of Catalonia (UPC) Terrassa, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electronic Engineering, Polytechnic University of Catalonia (UPC), Terrassa, Spain","institution_ids":["https://openalex.org/I9617848"]},{"raw_affiliation_string":"MCIA Research Center, Department of Electronic Engineering, Polytechnic University of Catalonia (UPC) Terrassa, Spain","institution_ids":["https://openalex.org/I9617848"]}]},{"author_position":"middle","author":{"id":null,"display_name":"M. Delgado","orcid":null},"institutions":[{"id":"https://openalex.org/I9617848","display_name":"Universitat Polit\u00e8cnica de Catalunya","ror":"https://ror.org/03mb6wj31","country_code":"ES","type":"education","lineage":["https://openalex.org/I9617848"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"M. Delgado","raw_affiliation_strings":["Department of Electronic Engineering, Polytechnic University of Catalonia (UPC), Terrassa, Spain","MCIA Research Center, Department of Electronic Engineering, Polytechnic University of Catalonia (UPC) Terrassa, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electronic Engineering, Polytechnic University of Catalonia (UPC), Terrassa, Spain","institution_ids":["https://openalex.org/I9617848"]},{"raw_affiliation_string":"MCIA Research Center, Department of Electronic Engineering, Polytechnic University of Catalonia (UPC) Terrassa, Spain","institution_ids":["https://openalex.org/I9617848"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5025274555","display_name":"J. A. Ortega","orcid":"https://orcid.org/0000-0002-1403-8152"},"institutions":[{"id":"https://openalex.org/I9617848","display_name":"Universitat Polit\u00e8cnica de Catalunya","ror":"https://ror.org/03mb6wj31","country_code":"ES","type":"education","lineage":["https://openalex.org/I9617848"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"J. A. Ortega","raw_affiliation_strings":["Department of Electronic Engineering, Polytechnic University of Catalonia (UPC), Terrassa, Spain","MCIA Research Center, Department of Electronic Engineering, Polytechnic University of Catalonia (UPC) Terrassa, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electronic Engineering, Polytechnic University of Catalonia (UPC), Terrassa, Spain","institution_ids":["https://openalex.org/I9617848"]},{"raw_affiliation_string":"MCIA Research Center, Department of Electronic Engineering, Polytechnic University of Catalonia (UPC) Terrassa, Spain","institution_ids":["https://openalex.org/I9617848"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5085108098","display_name":"Ren\u00e9 de Jes\u00fas Romero-Troncoso","orcid":"https://orcid.org/0000-0003-3192-5332"},"institutions":[{"id":"https://openalex.org/I129858807","display_name":"Universidad de Guanajuato","ror":"https://ror.org/058cjye32","country_code":"MX","type":"education","lineage":["https://openalex.org/I129858807"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"R. J. Romero-Troncoso","raw_affiliation_strings":["HSPdigital, Universidad de Guanajuato, Salamanca, Gto, Mexico","HSPdigital, CA Telem\u00e1tica, DICIS, Universidad de Guanajuato, Salamanca, Gto., Mexico"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"HSPdigital, Universidad de Guanajuato, Salamanca, Gto, Mexico","institution_ids":["https://openalex.org/I129858807"]},{"raw_affiliation_string":"HSPdigital, CA Telem\u00e1tica, DICIS, Universidad de Guanajuato, Salamanca, Gto., Mexico","institution_ids":["https://openalex.org/I129858807"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.6243,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.76706264,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"6","issue":null,"first_page":"1","last_page":"8"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12111","display_name":"Industrial Vision Systems and Defect Detection","score":0.9979000091552734,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing 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/T12111","display_name":"Industrial Vision Systems and Defect Detection","score":0.9979000091552734,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing 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/T10220","display_name":"Machine Fault Diagnosis Techniques","score":0.9948999881744385,"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/T10876","display_name":"Fault Detection and Control Systems","score":0.9908000230789185,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6918912529945374},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.6830281019210815},{"id":"https://openalex.org/keywords/classification-scheme","display_name":"Classification scheme","score":0.6540827751159668},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.5660616159439087},{"id":"https://openalex.org/keywords/linear-classifier","display_name":"Linear classifier","score":0.533400297164917},{"id":"https://openalex.org/keywords/feature-selection","display_name":"Feature selection","score":0.5272250175476074},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5173704028129578},{"id":"https://openalex.org/keywords/statistical-classification","display_name":"Statistical classification","score":0.5135724544525146},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4813043177127838},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.4504030644893646},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.449476420879364},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.43816035985946655},{"id":"https://openalex.org/keywords/feature-vector","display_name":"Feature vector","score":0.43119189143180847},{"id":"https://openalex.org/keywords/scheme","display_name":"Scheme (mathematics)","score":0.4235115945339203},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.41016528010368347},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1361161172389984}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6918912529945374},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.6830281019210815},{"id":"https://openalex.org/C13460635","wikidata":"https://www.wikidata.org/wiki/Q85753676","display_name":"Classification scheme","level":2,"score":0.6540827751159668},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5660616159439087},{"id":"https://openalex.org/C139532973","wikidata":"https://www.wikidata.org/wiki/Q2679259","display_name":"Linear classifier","level":3,"score":0.533400297164917},{"id":"https://openalex.org/C148483581","wikidata":"https://www.wikidata.org/wiki/Q446488","display_name":"Feature selection","level":2,"score":0.5272250175476074},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5173704028129578},{"id":"https://openalex.org/C110083411","wikidata":"https://www.wikidata.org/wiki/Q1744628","display_name":"Statistical classification","level":2,"score":0.5135724544525146},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4813043177127838},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.4504030644893646},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.449476420879364},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.43816035985946655},{"id":"https://openalex.org/C83665646","wikidata":"https://www.wikidata.org/wiki/Q42139305","display_name":"Feature vector","level":2,"score":0.43119189143180847},{"id":"https://openalex.org/C77618280","wikidata":"https://www.wikidata.org/wiki/Q1155772","display_name":"Scheme (mathematics)","level":2,"score":0.4235115945339203},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.41016528010368347},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1361161172389984},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","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/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/etfa.2014.7005208","is_oa":false,"landing_page_url":"https://doi.org/10.1109/etfa.2014.7005208","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2014 IEEE Emerging Technology and Factory Automation (ETFA)","raw_type":"proceedings-article"},{"id":"pmh:oai:upcommons.upc.edu:2117/26983","is_oa":false,"landing_page_url":"http://hdl.handle.net/2117/26983","pdf_url":null,"source":{"id":"https://openalex.org/S4377196262","display_name":"UPCommons institutional repository (Universitat Polit\u00e8cnica de Catalunya)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I9617848","host_organization_name":"Universitat Polit\u00e8cnica de Catalunya","host_organization_lineage":["https://openalex.org/I9617848"],"host_organization_lineage_names":[],"type":"repository"},"license":"public-domain","license_id":"https://openalex.org/licenses/public-domain","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Conference report"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320321837","display_name":"Ministerio de Econom\u00eda y Competitividad","ror":"https://ror.org/034900433"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":26,"referenced_works":["https://openalex.org/W1543972876","https://openalex.org/W1563088657","https://openalex.org/W1932600547","https://openalex.org/W1981399499","https://openalex.org/W2004929978","https://openalex.org/W2012908927","https://openalex.org/W2018273017","https://openalex.org/W2018741809","https://openalex.org/W2032301033","https://openalex.org/W2045186954","https://openalex.org/W2104226279","https://openalex.org/W2109943925","https://openalex.org/W2114106396","https://openalex.org/W2150283217","https://openalex.org/W2150630758","https://openalex.org/W2161629484","https://openalex.org/W2167917621","https://openalex.org/W2348739473","https://openalex.org/W2400705412","https://openalex.org/W2559197455","https://openalex.org/W3006181408","https://openalex.org/W4292957088","https://openalex.org/W6705025454","https://openalex.org/W6713063075","https://openalex.org/W6730261656","https://openalex.org/W6841205758"],"related_works":["https://openalex.org/W1590782075","https://openalex.org/W2021546954","https://openalex.org/W2249970211","https://openalex.org/W2055840562","https://openalex.org/W2028016548","https://openalex.org/W8815205","https://openalex.org/W2998259334","https://openalex.org/W1597543867","https://openalex.org/W3023727762","https://openalex.org/W1987766119"],"abstract_inverted_index":{"A":[0],"great":[1],"deal":[2],"of":[3,13,28,44,52,108,117,138,152],"effort":[4],"is":[5,38,90,121],"being":[6],"made":[7],"to":[8,49,128,146,162,170,178],"increase":[9],"accuracy":[10],"and":[11,67,75,80,104,175],"reliability":[12],"Condition":[14],"Based":[15],"Maintenance":[16],"systems;":[17],"for":[18,83],"instance,":[19],"by":[20,65,76,92],"improved":[21],"feature":[22,78,125,173],"selection":[23],"strategies":[24],"or":[25],"optimization":[26],"approaches":[27],"classifier":[29],"parameters.":[30],"In":[31],"this":[32,143],"work":[33],"a":[34,60],"novel":[35],"classification":[36,54,63,73,81,109,141,155,176],"methodology":[37,58],"presented,":[39],"covering":[40],"from":[41],"the":[42,45,50,53,72,97,105,118,150,154,158,168,172,180],"characterization":[43],"acquired":[46],"physical":[47],"magnitudes":[48],"configuration":[51],"algorithms.":[55],"The":[56,85],"proposed":[57,86,159],"provides":[59],"more":[61],"accurate":[62],"structure":[64,165],"identifying":[66],"isolating":[68],"conflictive":[69,106,119],"regions":[70,100,107,120],"in":[71,95,112],"space":[74,126],"specialized":[77],"reduction":[79,174],"stages":[82],"them.":[84],"Hierarchical":[87],"Classification":[88],"Scheme":[89],"composed":[91],"sequential":[93],"layers,":[94],"which":[96],"clear":[98],"membership":[99],"are":[101,110],"identified":[102],"first,":[103],"tackled":[111],"upper":[113],"levels.":[114],"Such":[115],"treatment":[116],"based":[122],"on":[123],"new":[124],"transformation":[127],"provide":[129],"an":[130],"optimized":[131],"data":[132,182],"understanding":[133],"and,":[134],"then,":[135],"better":[136],"chances":[137],"classification.":[139],"Improving":[140],"with":[142],"method":[144],"compared":[145],"other":[147],"alternatives":[148],"implies":[149],"avoidance":[151],"over-fitting":[153],"training.":[156],"Also,":[157],"methodology,":[160],"due":[161],"its":[163],"hierarchical":[164],"nature,":[166],"offers":[167],"opportunity":[169],"configure":[171],"algorithms":[177],"obtain":[179],"optimal":[181],"management.":[183]},"counts_by_year":[{"year":2020,"cited_by_count":1},{"year":2016,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2016-06-24T00:00:00"}