{"id":"https://openalex.org/W2920644406","doi":"https://doi.org/10.1142/s0218213019500039","title":"Pulsar Detection for Wavelets SODA and Regularized Fuzzy Neural Networks Based on Andneuron and Robust Activation Function","display_name":"Pulsar Detection for Wavelets SODA and Regularized Fuzzy Neural Networks Based on Andneuron and Robust Activation Function","publication_year":2019,"publication_date":"2019-02-01","ids":{"openalex":"https://openalex.org/W2920644406","doi":"https://doi.org/10.1142/s0218213019500039","mag":"2920644406"},"language":"en","primary_location":{"id":"doi:10.1142/s0218213019500039","is_oa":false,"landing_page_url":"https://doi.org/10.1142/s0218213019500039","pdf_url":null,"source":{"id":"https://openalex.org/S178780388","display_name":"International Journal of Artificial Intelligence Tools","issn_l":"0218-2130","issn":["0218-2130","1793-6349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319815","host_organization_name":"World Scientific","host_organization_lineage":["https://openalex.org/P4310319815"],"host_organization_lineage_names":["World Scientific"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal on Artificial Intelligence Tools","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/A5074677650","display_name":"Paulo Vitor de Campos Souza","orcid":"https://orcid.org/0000-0002-7343-5844"},"institutions":[{"id":"https://openalex.org/I4210135669","display_name":"Centro Universit\u00e1rio Una","ror":"https://ror.org/04dcx0979","country_code":"BR","type":"education","lineage":["https://openalex.org/I4210135669"]},{"id":"https://openalex.org/I4210136482","display_name":"Federal Center for Technological Education of Minas Gerais","ror":"https://ror.org/04ch49185","country_code":"BR","type":"education","lineage":["https://openalex.org/I4210136482"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Paulo Vitor de Campos Souza","raw_affiliation_strings":["Faculty UNA of Betim, Av. Gov. Valadares 640 \u2013 Centro Betim, Minas Gerais, 32510-010, Brazil","Federal Center for Technological Education of Minas Gerais \u2013 CEFET-MG Av. Amazonas, 5253, Nova Sui\u00e7a, Belo Horizonte, Minas Gerais, 30421-169, Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty UNA of Betim, Av. Gov. Valadares 640 \u2013 Centro Betim, Minas Gerais, 32510-010, Brazil","institution_ids":["https://openalex.org/I4210135669"]},{"raw_affiliation_string":"Federal Center for Technological Education of Minas Gerais \u2013 CEFET-MG Av. Amazonas, 5253, Nova Sui\u00e7a, Belo Horizonte, Minas Gerais, 30421-169, Brazil","institution_ids":["https://openalex.org/I4210136482"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021300796","display_name":"Luiz C. B. Torres","orcid":"https://orcid.org/0000-0002-4991-8395"},"institutions":[{"id":"https://openalex.org/I10824318","display_name":"Universidade Federal de Ouro Preto","ror":"https://ror.org/056s65p46","country_code":"BR","type":"education","lineage":["https://openalex.org/I10824318"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Luiz Carlos Bambirra Torres","raw_affiliation_strings":["Federal University of Ouro Preto, Department of Computing and Systems Rua 36, 115, Loanda, Jo\u00e3o Monlevade, Minas Gerais 35931-008, Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Federal University of Ouro Preto, Department of Computing and Systems Rua 36, 115, Loanda, Jo\u00e3o Monlevade, Minas Gerais 35931-008, Brazil","institution_ids":["https://openalex.org/I10824318"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5022634516","display_name":"Augusto J\u00fanio Guimar\u00e3es","orcid":"https://orcid.org/0000-0003-1314-3441"},"institutions":[{"id":"https://openalex.org/I4210135669","display_name":"Centro Universit\u00e1rio Una","ror":"https://ror.org/04dcx0979","country_code":"BR","type":"education","lineage":["https://openalex.org/I4210135669"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Augusto Junio Guimar\u00e3es","raw_affiliation_strings":["Information Systems Course, Faculty UNA of Betim Av. Gov. Valadares, 640 \u2013 Centro Betim, Minas Gerais 32510-010, Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Information Systems Course, Faculty UNA of Betim Av. Gov. Valadares, 640 \u2013 Centro Betim, Minas Gerais 32510-010, Brazil","institution_ids":["https://openalex.org/I4210135669"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5069081466","display_name":"Vanessa Souza Ara\u00fajo","orcid":"https://orcid.org/0000-0002-9836-232X"},"institutions":[{"id":"https://openalex.org/I4210135669","display_name":"Centro Universit\u00e1rio Una","ror":"https://ror.org/04dcx0979","country_code":"BR","type":"education","lineage":["https://openalex.org/I4210135669"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Vanessa Souza Araujo","raw_affiliation_strings":["Information Systems Course, Faculty UNA of Betim Av. Gov. Valadares, 640 \u2013 Centro Betim, Minas Gerais 32510-010, Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Information Systems Course, Faculty UNA of Betim Av. Gov. Valadares, 640 \u2013 Centro Betim, Minas Gerais 32510-010, Brazil","institution_ids":["https://openalex.org/I4210135669"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":2.3137,"has_fulltext":false,"cited_by_count":16,"citation_normalized_percentile":{"value":0.9101497,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":"28","issue":"01","first_page":"1950003","last_page":"1950003"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12676","display_name":"Machine Learning and ELM","score":0.9973000288009644,"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":0.9973000288009644,"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":0.996999979019165,"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/T10500","display_name":"Sparse and Compressive Sensing Techniques","score":0.9944000244140625,"subfield":{"id":"https://openalex.org/subfields/2206","display_name":"Computational Mechanics"},"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":0.7896264791488647},{"id":"https://openalex.org/keywords/pulsar","display_name":"Pulsar","score":0.7449871301651001},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.6351861953735352},{"id":"https://openalex.org/keywords/wavelet","display_name":"Wavelet","score":0.5435975790023804},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.518927812576294},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5034570097923279},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.48562827706336975},{"id":"https://openalex.org/keywords/function","display_name":"Function (biology)","score":0.47517579793930054},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4129640460014343},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4012748599052429},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.39122989773750305},{"id":"https://openalex.org/keywords/astrophysics","display_name":"Astrophysics","score":0.1379638910293579},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.10990786552429199}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7896264791488647},{"id":"https://openalex.org/C110363677","wikidata":"https://www.wikidata.org/wiki/Q4360","display_name":"Pulsar","level":2,"score":0.7449871301651001},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.6351861953735352},{"id":"https://openalex.org/C47432892","wikidata":"https://www.wikidata.org/wiki/Q831390","display_name":"Wavelet","level":2,"score":0.5435975790023804},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.518927812576294},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5034570097923279},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.48562827706336975},{"id":"https://openalex.org/C14036430","wikidata":"https://www.wikidata.org/wiki/Q3736076","display_name":"Function (biology)","level":2,"score":0.47517579793930054},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4129640460014343},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4012748599052429},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.39122989773750305},{"id":"https://openalex.org/C44870925","wikidata":"https://www.wikidata.org/wiki/Q37547","display_name":"Astrophysics","level":1,"score":0.1379638910293579},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.10990786552429199},{"id":"https://openalex.org/C78458016","wikidata":"https://www.wikidata.org/wiki/Q840400","display_name":"Evolutionary biology","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},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1142/s0218213019500039","is_oa":false,"landing_page_url":"https://doi.org/10.1142/s0218213019500039","pdf_url":null,"source":{"id":"https://openalex.org/S178780388","display_name":"International Journal of Artificial Intelligence Tools","issn_l":"0218-2130","issn":["0218-2130","1793-6349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319815","host_organization_name":"World Scientific","host_organization_lineage":["https://openalex.org/P4310319815"],"host_organization_lineage_names":["World Scientific"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal on Artificial Intelligence Tools","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":46,"referenced_works":["https://openalex.org/W108737386","https://openalex.org/W1542883383","https://openalex.org/W1640083843","https://openalex.org/W1680392829","https://openalex.org/W1768009424","https://openalex.org/W1974450256","https://openalex.org/W1996021349","https://openalex.org/W2026131661","https://openalex.org/W2043000136","https://openalex.org/W2056526977","https://openalex.org/W2062517613","https://openalex.org/W2063978378","https://openalex.org/W2070369244","https://openalex.org/W2080375052","https://openalex.org/W2098914003","https://openalex.org/W2103346998","https://openalex.org/W2116500546","https://openalex.org/W2128672663","https://openalex.org/W2133236236","https://openalex.org/W2133990480","https://openalex.org/W2159598590","https://openalex.org/W2160222246","https://openalex.org/W2166426408","https://openalex.org/W2168745915","https://openalex.org/W2227969856","https://openalex.org/W2298860367","https://openalex.org/W2487009225","https://openalex.org/W2535337563","https://openalex.org/W2560299714","https://openalex.org/W2605339749","https://openalex.org/W2624413595","https://openalex.org/W2643472486","https://openalex.org/W2754458851","https://openalex.org/W2754612068","https://openalex.org/W2769115058","https://openalex.org/W2776356789","https://openalex.org/W2779640815","https://openalex.org/W2809696220","https://openalex.org/W2811367404","https://openalex.org/W2899654439","https://openalex.org/W2900718382","https://openalex.org/W3122715243","https://openalex.org/W3146803896","https://openalex.org/W4229977739","https://openalex.org/W4242209657","https://openalex.org/W4292122152"],"related_works":["https://openalex.org/W2961085424","https://openalex.org/W4306674287","https://openalex.org/W4224009465","https://openalex.org/W4286629047","https://openalex.org/W4306321456","https://openalex.org/W4285260836","https://openalex.org/W3046775127","https://openalex.org/W3170094116","https://openalex.org/W4205958290","https://openalex.org/W2541950815"],"abstract_inverted_index":{"The":[0,18,96,113],"use":[1,61,74,128],"of":[2,9,12,20,30,34,45,62,68,77,89,93,104,125,143,163,177,185],"intelligent":[3],"models":[4,64],"may":[5,39],"be":[6,40,55],"slow":[7],"because":[8],"the":[10,16,43,46,60,75,82,87,90,94,102,105,123,141,147,161,164,167,180,183,186],"number":[11],"samples":[13,53],"involved":[14,194],"in":[15,174,191],"problem.":[17],"identification":[19,38],"pulsars":[21],"(stars":[22],"that":[23,73,84,127],"emit":[24],"Earth-catchable":[25],"signals)":[26],"involves":[27],"collecting":[28],"thousands":[29],"signals":[31],"by":[32,42],"professionals":[33],"astronomy":[35],"and":[36,52,108,152,179,188],"their":[37],"hampered":[41],"nature":[44,142],"problem,":[47],"which":[48],"requires":[49],"many":[50],"dimensions":[51],"to":[54,80,100,121,132,156],"analyzed.":[56],"This":[57],"paper":[58],"proposes":[59,149],"hybrid":[63],"based":[65],"on":[66],"concepts":[67,120],"regularized":[69],"fuzzy":[70,111],"neural":[71],"networks":[72],"representativeness":[76],"input":[78],"data":[79],"define":[81],"groupings":[83],"make":[85],"up":[86],"neurons":[88,103,126],"initial":[91],"layers":[92],"model.":[95],"andneurons":[97],"are":[98],"used":[99],"aggregate":[101],"first":[106],"layer":[107],"can":[109],"create":[110],"rules.":[112],"training":[114],"uses":[115],"fast":[116,151,187],"extreme":[117],"learning":[118],"machine":[119],"generate":[122],"weights":[124],"robust":[129],"activation":[130],"functions":[131],"perform":[133],"pattern":[134],"classification.":[135],"To":[136],"solve":[137],"large-scale":[138],"problems":[139],"involving":[140],"pulsar":[144],"detection":[145],"problems,":[146],"model":[148],"a":[150],"highly":[153],"accurate":[154],"approach":[155,190],"address":[157],"complex":[158],"issues.":[159],"In":[160],"execution":[162],"tests":[165],"with":[166],"proposed":[168],"model,":[169],"experiments":[170],"were":[171],"conducted":[172],"explanation":[173],"two":[175],"databases":[176],"pulsars,":[178],"results":[181],"prove":[182],"viability":[184],"interpretable":[189],"identifying":[192],"such":[193],"stars.":[195]},"counts_by_year":[{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":5},{"year":2019,"cited_by_count":6}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
