{"id":"https://openalex.org/W2001707575","doi":"https://doi.org/10.4018/ijsda.2012010103","title":"Statistical Methods and Artificial Neural Networks Techniques in Electromyography","display_name":"Statistical Methods and Artificial Neural Networks Techniques in Electromyography","publication_year":2012,"publication_date":"2012-01-01","ids":{"openalex":"https://openalex.org/W2001707575","doi":"https://doi.org/10.4018/ijsda.2012010103","mag":"2001707575"},"language":"en","primary_location":{"id":"doi:10.4018/ijsda.2012010103","is_oa":false,"landing_page_url":"https://doi.org/10.4018/ijsda.2012010103","pdf_url":null,"source":{"id":"https://openalex.org/S4210210041","display_name":"International Journal of System Dynamics Applications","issn_l":"2160-9772","issn":["2160-9772","2160-9799"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320424","host_organization_name":"IGI Global","host_organization_lineage":["https://openalex.org/P4310320424"],"host_organization_lineage_names":["IGI Global"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of System Dynamics Applications","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/A5034196986","display_name":"Ahmad Taher Azar","orcid":"https://orcid.org/0000-0002-7869-6373"},"institutions":[{"id":"https://openalex.org/I207547235","display_name":"Benha University","ror":"https://ror.org/03tn5ee41","country_code":"EG","type":"education","lineage":["https://openalex.org/I207547235"]}],"countries":["EG"],"is_corresponding":false,"raw_author_name":"Ahmad Taher Azar","raw_affiliation_strings":["Benha University, Egypt"],"raw_orcid":"https://orcid.org/0000-0002-7869-6373","affiliations":[{"raw_affiliation_string":"Benha University, Egypt","institution_ids":["https://openalex.org/I207547235"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5000355426","display_name":"Valentina Emilia B\u0103la\u015f","orcid":"https://orcid.org/0000-0003-0885-1283"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Valentina E. Balas","raw_affiliation_strings":["University of Arad, Romania","University of Arad, Romania#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Arad, Romania","institution_ids":[]},{"raw_affiliation_string":"University of Arad, Romania#TAB#","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.6213,"has_fulltext":false,"cited_by_count":12,"citation_normalized_percentile":{"value":0.69011957,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":96},"biblio":{"volume":"1","issue":"1","first_page":"39","last_page":"47"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10784","display_name":"Muscle activation and electromyography studies","score":0.9984999895095825,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical 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/T10784","display_name":"Muscle activation and electromyography studies","score":0.9984999895095825,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical 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/T10852","display_name":"Temporomandibular Joint Disorders","score":0.9886000156402588,"subfield":{"id":"https://openalex.org/subfields/3603","display_name":"Complementary and Manual Therapy"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T10863","display_name":"Voice and Speech Disorders","score":0.9679999947547913,"subfield":{"id":"https://openalex.org/subfields/2737","display_name":"Physiology"},"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/masseter-muscle","display_name":"Masseter muscle","score":0.7780660390853882},{"id":"https://openalex.org/keywords/electromyography","display_name":"Electromyography","score":0.689867377281189},{"id":"https://openalex.org/keywords/autoregressive-model","display_name":"Autoregressive model","score":0.5439358949661255},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5253108143806458},{"id":"https://openalex.org/keywords/statistical-parametric-mapping","display_name":"Statistical parametric mapping","score":0.5215901732444763},{"id":"https://openalex.org/keywords/temporal-muscle","display_name":"Temporal muscle","score":0.4829927682876587},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.46924757957458496},{"id":"https://openalex.org/keywords/statistical-analysis","display_name":"Statistical analysis","score":0.4221023619174957},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.420210599899292},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4070737361907959},{"id":"https://openalex.org/keywords/dentistry","display_name":"Dentistry","score":0.35444772243499756},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.2806060016155243},{"id":"https://openalex.org/keywords/physical-medicine-and-rehabilitation","display_name":"Physical medicine and rehabilitation","score":0.1967494785785675},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.19517192244529724},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.11808761954307556}],"concepts":[{"id":"https://openalex.org/C2780880470","wikidata":"https://www.wikidata.org/wiki/Q725408","display_name":"Masseter muscle","level":2,"score":0.7780660390853882},{"id":"https://openalex.org/C2777515770","wikidata":"https://www.wikidata.org/wiki/Q507369","display_name":"Electromyography","level":2,"score":0.689867377281189},{"id":"https://openalex.org/C159877910","wikidata":"https://www.wikidata.org/wiki/Q2202883","display_name":"Autoregressive model","level":2,"score":0.5439358949661255},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5253108143806458},{"id":"https://openalex.org/C39313694","wikidata":"https://www.wikidata.org/wiki/Q2940624","display_name":"Statistical parametric mapping","level":3,"score":0.5215901732444763},{"id":"https://openalex.org/C2780101333","wikidata":"https://www.wikidata.org/wiki/Q599406","display_name":"Temporal muscle","level":2,"score":0.4829927682876587},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.46924757957458496},{"id":"https://openalex.org/C2986587452","wikidata":"https://www.wikidata.org/wiki/Q938438","display_name":"Statistical analysis","level":2,"score":0.4221023619174957},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.420210599899292},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4070737361907959},{"id":"https://openalex.org/C199343813","wikidata":"https://www.wikidata.org/wiki/Q12128","display_name":"Dentistry","level":1,"score":0.35444772243499756},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.2806060016155243},{"id":"https://openalex.org/C99508421","wikidata":"https://www.wikidata.org/wiki/Q2678675","display_name":"Physical medicine and rehabilitation","level":1,"score":0.1967494785785675},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.19517192244529724},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.11808761954307556},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.0},{"id":"https://openalex.org/C143409427","wikidata":"https://www.wikidata.org/wiki/Q161238","display_name":"Magnetic resonance imaging","level":2,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.4018/ijsda.2012010103","is_oa":false,"landing_page_url":"https://doi.org/10.4018/ijsda.2012010103","pdf_url":null,"source":{"id":"https://openalex.org/S4210210041","display_name":"International Journal of System Dynamics Applications","issn_l":"2160-9772","issn":["2160-9772","2160-9799"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320424","host_organization_name":"IGI Global","host_organization_lineage":["https://openalex.org/P4310320424"],"host_organization_lineage_names":["IGI Global"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of System Dynamics Applications","raw_type":"journal-article"},{"id":"pmh:oai:RePEc:igg:jsda00:v:1:y:2012:i:1:p:39-47","is_oa":false,"landing_page_url":"https://services.igi-global.com/resolvedoi/resolve.aspx?doi=10.4018/ijsda.2012010103","pdf_url":null,"source":{"id":"https://openalex.org/S4306401271","display_name":"RePEc: Research Papers in Economics","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I77793887","host_organization_name":"Federal Reserve Bank of St. Louis","host_organization_lineage":["https://openalex.org/I77793887"],"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":"article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":33,"referenced_works":["https://openalex.org/W1019822895","https://openalex.org/W1481866092","https://openalex.org/W1528140509","https://openalex.org/W1542886316","https://openalex.org/W1544266542","https://openalex.org/W1571975558","https://openalex.org/W1681524264","https://openalex.org/W1944056500","https://openalex.org/W1965719592","https://openalex.org/W1986160133","https://openalex.org/W2003078863","https://openalex.org/W2005664860","https://openalex.org/W2010556034","https://openalex.org/W2013916434","https://openalex.org/W2014018438","https://openalex.org/W2018742520","https://openalex.org/W2024721277","https://openalex.org/W2050745092","https://openalex.org/W2058922113","https://openalex.org/W2088784004","https://openalex.org/W2095365147","https://openalex.org/W2129316790","https://openalex.org/W2138043453","https://openalex.org/W2153588268","https://openalex.org/W2163473150","https://openalex.org/W2292609460","https://openalex.org/W2409742644","https://openalex.org/W2414887269","https://openalex.org/W3202700001","https://openalex.org/W4229732326","https://openalex.org/W4251807571","https://openalex.org/W4299409612","https://openalex.org/W4301971222"],"related_works":["https://openalex.org/W2017681254","https://openalex.org/W2316376400","https://openalex.org/W2057886768","https://openalex.org/W2169956117","https://openalex.org/W4292228040","https://openalex.org/W2106482128","https://openalex.org/W3173944408","https://openalex.org/W2156300343","https://openalex.org/W2387712556","https://openalex.org/W2086267238"],"abstract_inverted_index":{"This":[0],"work":[1],"represents":[2],"a":[3,72,129],"comparative":[4],"study":[5,40],"for":[6,13,32],"the":[7,10,21,24,50,53,105,114,125,141],"activity":[8,22,51,117,144],"of":[9,23,52],"masseter":[11,37,54,115,142],"muscle":[12,26,55,116,143],"patients":[14,59,148],"before":[15,56,118,145],"trial":[16,28,62,150],"base":[17,30,64],"denture":[18,29,63,151],"insertion":[19,31],"and":[20,35,57,71,93,104,119,146],"same":[25,126],"after":[27,58,120,147],"both":[33],"right":[34],"left":[36],"muscles.":[38],"The":[39,99],"tried":[41],"to":[42],"find":[43],"if":[44],"there":[45,136],"were":[46],"significant":[47,101,111,138],"differences":[48,112,139],"in":[49,113,140],"wearing":[60,121,149],"their":[61],"using":[65,124],"two":[66],"approaches:":[67],"parametric":[68],"statistical":[69],"methods":[70],"Neural":[73],"Network":[74],"Classifier.":[75],"Statistical":[76],"analysis":[77],"was":[78],"performed":[79],"on":[80],"three":[81],"feature":[82,127],"vectors":[83],"extracted":[84],"from":[85,94],"autoregressive":[86],"(AR)":[87],"modeling,":[88],"Discrete":[89],"Wavelet":[90,95],"Transform":[91,97],"(WT),":[92],"Packet":[96],"(WP).":[98],"least":[100],"difference":[102],"test":[103],"student":[106],"t-test":[107],"have":[108],"not":[109],"proved":[110,134],"denture.":[122],"However,":[123],"vectors,":[128],"neural":[130],"network":[131],"classifier":[132],"has":[133],"that":[135],"are":[137],"base.":[152]},"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":2},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":2},{"year":2014,"cited_by_count":1},{"year":2013,"cited_by_count":2}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
