{"id":"https://openalex.org/W1674296979","doi":"https://doi.org/10.1109/ijcnn.2015.7280556","title":"Novel approach toward medical signals classifier","display_name":"Novel approach toward medical signals classifier","publication_year":2015,"publication_date":"2015-07-01","ids":{"openalex":"https://openalex.org/W1674296979","doi":"https://doi.org/10.1109/ijcnn.2015.7280556","mag":"1674296979"},"language":"en","primary_location":{"id":"doi:10.1109/ijcnn.2015.7280556","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ijcnn.2015.7280556","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 International Joint Conference on Neural Networks (IJCNN)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5016267473","display_name":"Marcin Wo\u017aniak","orcid":"https://orcid.org/0000-0002-9073-5347"},"institutions":[{"id":"https://openalex.org/I119004910","display_name":"Silesian University of Technology","ror":"https://ror.org/02dyjk442","country_code":"PL","type":"education","lineage":["https://openalex.org/I119004910"]},{"id":"https://openalex.org/I4210137370","display_name":"Institute of Mathematics","ror":"https://ror.org/04hrrh248","country_code":"PL","type":"facility","lineage":["https://openalex.org/I4210137370","https://openalex.org/I99542240"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Marcin Wozniak","raw_affiliation_strings":["Institute of Mathematics, Silesian University of Technology, Gliwice, Poland","Institute of Mathematics, Silesian University of Technology, Kaszubska 23, 44-100 Gliwice, Poland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Mathematics, Silesian University of Technology, Gliwice, Poland","institution_ids":["https://openalex.org/I119004910","https://openalex.org/I4210137370"]},{"raw_affiliation_string":"Institute of Mathematics, Silesian University of Technology, Kaszubska 23, 44-100 Gliwice, Poland","institution_ids":["https://openalex.org/I119004910","https://openalex.org/I4210137370"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5048495064","display_name":"Dawid Po\u0142ap","orcid":"https://orcid.org/0000-0003-1972-5979"},"institutions":[{"id":"https://openalex.org/I119004910","display_name":"Silesian University of Technology","ror":"https://ror.org/02dyjk442","country_code":"PL","type":"education","lineage":["https://openalex.org/I119004910"]},{"id":"https://openalex.org/I4210137370","display_name":"Institute of Mathematics","ror":"https://ror.org/04hrrh248","country_code":"PL","type":"facility","lineage":["https://openalex.org/I4210137370","https://openalex.org/I99542240"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Dawid Polap","raw_affiliation_strings":["Institute of Mathematics, Silesian University of Technology, Kaszubska 23, 44-100 Gliwice, Poland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Mathematics, Silesian University of Technology, Kaszubska 23, 44-100 Gliwice, Poland","institution_ids":["https://openalex.org/I119004910","https://openalex.org/I4210137370"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5080246635","display_name":"Robert Nowicki","orcid":"https://orcid.org/0000-0003-2865-2863"},"institutions":[{"id":"https://openalex.org/I130294970","display_name":"Cz\u0119stochowa University of Technology","ror":"https://ror.org/046awyn59","country_code":"PL","type":"education","lineage":["https://openalex.org/I130294970"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Robert K. Nowicki","raw_affiliation_strings":["Institute of Computational Intelligence, Czestochowa University of Technology, Czestochowa, Poland","Institute of Computational Intelligence, Cz\u0119stochowa University of Technology, al. Armii Krajowej 36, 42-200, Poland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Computational Intelligence, Czestochowa University of Technology, Czestochowa, Poland","institution_ids":["https://openalex.org/I130294970"]},{"raw_affiliation_string":"Institute of Computational Intelligence, Cz\u0119stochowa University of Technology, al. Armii Krajowej 36, 42-200, Poland","institution_ids":["https://openalex.org/I130294970"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5025323940","display_name":"Christian Napoli","orcid":"https://orcid.org/0000-0002-3336-5853"},"institutions":[{"id":"https://openalex.org/I39063666","display_name":"University of Catania","ror":"https://ror.org/03a64bh57","country_code":"IT","type":"education","lineage":["https://openalex.org/I39063666"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Christian Napoli","raw_affiliation_strings":["Department of Mathematics and Informatics, University of Catania, Catania, Italy","Department of Mathematics and Informatics, University of Catania, Viale A. Doria 6, 95125, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Mathematics and Informatics, University of Catania, Catania, Italy","institution_ids":["https://openalex.org/I39063666"]},{"raw_affiliation_string":"Department of Mathematics and Informatics, University of Catania, Viale A. Doria 6, 95125, Italy","institution_ids":["https://openalex.org/I39063666"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078252196","display_name":"Giuseppe Pappalardo","orcid":"https://orcid.org/0000-0001-7328-3492"},"institutions":[{"id":"https://openalex.org/I39063666","display_name":"University of Catania","ror":"https://ror.org/03a64bh57","country_code":"IT","type":"education","lineage":["https://openalex.org/I39063666"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Giuseppe Pappalardo","raw_affiliation_strings":["Universita degli Studi di Catania, Catania, Sicilia, IT","Department of Mathematics and Informatics, University of Catania, Viale A. Doria 6, 95125, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universita degli Studi di Catania, Catania, Sicilia, IT","institution_ids":["https://openalex.org/I39063666"]},{"raw_affiliation_string":"Department of Mathematics and Informatics, University of Catania, Viale A. Doria 6, 95125, Italy","institution_ids":["https://openalex.org/I39063666"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5011707033","display_name":"Emiliano Tramontana","orcid":"https://orcid.org/0000-0002-7169-659X"},"institutions":[{"id":"https://openalex.org/I39063666","display_name":"University of Catania","ror":"https://ror.org/03a64bh57","country_code":"IT","type":"education","lineage":["https://openalex.org/I39063666"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Emiliano Tramontana","raw_affiliation_strings":["Department of Mathematics and Informatics, University of Catania, Catania, Italy","Department of Mathematics and Informatics, University of Catania, Viale A. Doria 6, 95125, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Mathematics and Informatics, University of Catania, Catania, Italy","institution_ids":["https://openalex.org/I39063666"]},{"raw_affiliation_string":"Department of Mathematics and Informatics, University of Catania, Viale A. Doria 6, 95125, Italy","institution_ids":["https://openalex.org/I39063666"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":21,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"7"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10876","display_name":"Fault Detection and Control Systems","score":0.9742000102996826,"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"}},"topics":[{"id":"https://openalex.org/T10876","display_name":"Fault Detection and Control Systems","score":0.9742000102996826,"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/T10320","display_name":"Neural Networks and Applications","score":0.9621999859809875,"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/T11021","display_name":"ECG Monitoring and Analysis","score":0.9613999724388123,"subfield":{"id":"https://openalex.org/subfields/2705","display_name":"Cardiology and Cardiovascular Medicine"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7482403516769409},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.7051005363464355},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6688752174377441},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.6247365474700928},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.6029196977615356},{"id":"https://openalex.org/keywords/training-set","display_name":"Training set","score":0.4899408221244812},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4313914179801941},{"id":"https://openalex.org/keywords/decision-support-system","display_name":"Decision support system","score":0.42340657114982605},{"id":"https://openalex.org/keywords/medical-knowledge","display_name":"Medical knowledge","score":0.4118626117706299},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3960633873939514}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7482403516769409},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.7051005363464355},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6688752174377441},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.6247365474700928},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.6029196977615356},{"id":"https://openalex.org/C51632099","wikidata":"https://www.wikidata.org/wiki/Q3985153","display_name":"Training set","level":2,"score":0.4899408221244812},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4313914179801941},{"id":"https://openalex.org/C107327155","wikidata":"https://www.wikidata.org/wiki/Q330268","display_name":"Decision support system","level":2,"score":0.42340657114982605},{"id":"https://openalex.org/C2985722590","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medical knowledge","level":2,"score":0.4118626117706299},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3960633873939514},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0},{"id":"https://openalex.org/C509550671","wikidata":"https://www.wikidata.org/wiki/Q126945","display_name":"Medical education","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/ijcnn.2015.7280556","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ijcnn.2015.7280556","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 International Joint Conference on Neural Networks (IJCNN)","raw_type":"proceedings-article"},{"id":"pmh:oai:iris.uniroma1.it:11573/1328563","is_oa":false,"landing_page_url":"http://hdl.handle.net/11573/1328563","pdf_url":null,"source":{"id":"https://openalex.org/S4377196107","display_name":"IRIS Research product catalog (Sapienza University of Rome)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/16","display_name":"Peace, Justice and strong institutions","score":0.8100000023841858}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":38,"referenced_works":["https://openalex.org/W35215396","https://openalex.org/W216533344","https://openalex.org/W1504773229","https://openalex.org/W1546549016","https://openalex.org/W1605678048","https://openalex.org/W1674364131","https://openalex.org/W1973386929","https://openalex.org/W1973759507","https://openalex.org/W1975207630","https://openalex.org/W1981657315","https://openalex.org/W1986980438","https://openalex.org/W1992065752","https://openalex.org/W2011780199","https://openalex.org/W2020207716","https://openalex.org/W2028400959","https://openalex.org/W2036251097","https://openalex.org/W2049070931","https://openalex.org/W2055575018","https://openalex.org/W2062219860","https://openalex.org/W2064403170","https://openalex.org/W2064601530","https://openalex.org/W2069326104","https://openalex.org/W2076775851","https://openalex.org/W2076782016","https://openalex.org/W2093358008","https://openalex.org/W2103299443","https://openalex.org/W2117232396","https://openalex.org/W2126499181","https://openalex.org/W2147998492","https://openalex.org/W2165846406","https://openalex.org/W2172441326","https://openalex.org/W2306448447","https://openalex.org/W2963714329","https://openalex.org/W3103335209","https://openalex.org/W6637422259","https://openalex.org/W6653349632","https://openalex.org/W6669845672","https://openalex.org/W6685390899"],"related_works":["https://openalex.org/W2981877337","https://openalex.org/W3203938600","https://openalex.org/W4286910063","https://openalex.org/W2163707935","https://openalex.org/W83146503","https://openalex.org/W2169074127","https://openalex.org/W202723009","https://openalex.org/W2188612292","https://openalex.org/W4243546852","https://openalex.org/W2499541138"],"abstract_inverted_index":{"In":[0],"this":[1,63],"paper":[2],"a":[3,16,68],"novel":[4],"approach":[5],"to":[6,26,54,76],"automatic":[7],"medical":[8,90],"signal":[9],"diagnosis":[10],"is":[11],"proposed.":[12],"The":[13],"authors":[14],"propose":[15],"solution":[17,44],"based":[18,30],"on":[19,31,46],"the":[20,41],"application":[21],"of":[22,50],"Computational":[23],"Intelligence":[24],"(CI)":[25],"assist":[27],"classification":[28],"procedure":[29],"Neural":[32],"Network":[33],"(NN)":[34],"attempt.":[35],"Experiments":[36],"have":[37],"been":[38],"performed":[39],"with":[40],"proposed":[42,72],"CI":[43],"applied":[45,66],"retrieved":[47],"digital":[48],"signals":[49],"various":[51],"heart":[52],"actions":[53],"help":[55],"in":[56,71],"missing":[57],"or":[58],"incomplete":[59],"data":[60],"gathering.":[61],"Then":[62],"knowledge":[64],"was":[65],"as":[67,83],"training":[69],"set":[70],"NN":[73],"classifier":[74],"used":[75],"recognize":[77],"potential":[78],"dangers":[79],"and":[80],"therefore":[81],"work":[82],"Decision":[84],"Support":[85],"System":[86],"(DSS)":[87],"designed":[88],"for":[89],"purposes.":[91]},"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":3},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":2},{"year":2016,"cited_by_count":6},{"year":2015,"cited_by_count":5}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2016-06-24T00:00:00"}