{"id":"https://openalex.org/W2469680449","doi":"https://doi.org/10.1007/978-3-319-26690-9_27","title":"A Hybrid Classification Model for EMG Signals Using Grey Wolf Optimizer and SVMs","display_name":"A Hybrid Classification Model for EMG Signals Using Grey Wolf Optimizer and SVMs","publication_year":2015,"publication_date":"2015-11-09","ids":{"openalex":"https://openalex.org/W2469680449","doi":"https://doi.org/10.1007/978-3-319-26690-9_27","mag":"2469680449"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-319-26690-9_27","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-319-26690-9_27","pdf_url":null,"source":{"id":"https://openalex.org/S2764905038","display_name":"Advances in intelligent systems and computing","issn_l":"2194-5357","issn":["2194-5357","2194-5365"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Advances in Intelligent Systems and Computing","raw_type":"book-chapter"},"type":"book-chapter","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/A5035836101","display_name":"Esraa Elhariri","orcid":"https://orcid.org/0000-0003-2362-1574"},"institutions":[{"id":"https://openalex.org/I4210134598","display_name":"Scientific Research Group in Egypt","ror":"https://ror.org/03rahtg67","country_code":"EG","type":"facility","lineage":["https://openalex.org/I4210134598"]},{"id":"https://openalex.org/I66513531","display_name":"Fayoum University","ror":"https://ror.org/023gzwx10","country_code":"EG","type":"education","lineage":["https://openalex.org/I66513531"]}],"countries":["EG"],"is_corresponding":false,"raw_author_name":"Esraa Elhariri","raw_affiliation_strings":["Faculty of Computers and Information, Fayoum University, Fayoum, Egypt","Scientific Research Group in Egypt (SRGE), Giza, Egypt"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Computers and Information, Fayoum University, Fayoum, Egypt","institution_ids":["https://openalex.org/I66513531"]},{"raw_affiliation_string":"Scientific Research Group in Egypt (SRGE), Giza, Egypt","institution_ids":["https://openalex.org/I4210134598"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5069726973","display_name":"Nashwa El-Bendary","orcid":"https://orcid.org/0000-0001-6553-4159"},"institutions":[{"id":"https://openalex.org/I4210134598","display_name":"Scientific Research Group in Egypt","ror":"https://ror.org/03rahtg67","country_code":"EG","type":"facility","lineage":["https://openalex.org/I4210134598"]},{"id":"https://openalex.org/I59272784","display_name":"Arab Academy for Science, Technology, and Maritime Transport","ror":"https://ror.org/0004vyj87","country_code":"EG","type":"education","lineage":["https://openalex.org/I59272784"]}],"countries":["EG"],"is_corresponding":true,"raw_author_name":"Nashwa El-Bendary","raw_affiliation_strings":["Arab Academy for Science, Technology, and Maritime Transport, Cairo, Egypt","College of Management and Technology, Arab Academy for Science, Technology, and Maritime Transport, Giza, Egypt","Scientific Research Group in Egypt (SRGE), Giza, Egypt"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Arab Academy for Science, Technology, and Maritime Transport, Cairo, Egypt","institution_ids":["https://openalex.org/I59272784"]},{"raw_affiliation_string":"College of Management and Technology, Arab Academy for Science, Technology, and Maritime Transport, Giza, Egypt","institution_ids":["https://openalex.org/I59272784"]},{"raw_affiliation_string":"Scientific Research Group in Egypt (SRGE), Giza, Egypt","institution_ids":["https://openalex.org/I4210134598"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5085432173","display_name":"Aboul Ella Hassanien","orcid":"https://orcid.org/0000-0002-9989-6681"},"institutions":[{"id":"https://openalex.org/I113643904","display_name":"Beni-Suef University","ror":"https://ror.org/05pn4yv70","country_code":"EG","type":"education","lineage":["https://openalex.org/I113643904"]},{"id":"https://openalex.org/I145487455","display_name":"Cairo University","ror":"https://ror.org/03q21mh05","country_code":"EG","type":"education","lineage":["https://openalex.org/I145487455"]},{"id":"https://openalex.org/I4210134598","display_name":"Scientific Research Group in Egypt","ror":"https://ror.org/03rahtg67","country_code":"EG","type":"facility","lineage":["https://openalex.org/I4210134598"]}],"countries":["EG"],"is_corresponding":false,"raw_author_name":"Aboul Ella Hassanien","raw_affiliation_strings":["Department of Information Technology, Cairo University Faculty of Computers & Information, Giza, Egypt","Faculty of Computers and Information, Beni-Suef University, Beni-suef, Egypt","Faculty of Computers and Information, Cairo University, Cairo, Egypt","Scientific Research Group in Egypt (SRGE), Giza, Egypt"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Information Technology, Cairo University Faculty of Computers & Information, Giza, Egypt","institution_ids":["https://openalex.org/I145487455"]},{"raw_affiliation_string":"Faculty of Computers and Information, Beni-Suef University, Beni-suef, Egypt","institution_ids":["https://openalex.org/I113643904"]},{"raw_affiliation_string":"Faculty of Computers and Information, Cairo University, Cairo, Egypt","institution_ids":["https://openalex.org/I145487455"]},{"raw_affiliation_string":"Scientific Research Group in Egypt (SRGE), Giza, Egypt","institution_ids":["https://openalex.org/I4210134598"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5069726973"],"corresponding_institution_ids":["https://openalex.org/I4210134598","https://openalex.org/I59272784"],"apc_list":null,"apc_paid":null,"fwci":3.8674,"has_fulltext":false,"cited_by_count":16,"citation_normalized_percentile":{"value":0.93694004,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"297","last_page":"307"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10784","display_name":"Muscle activation and electromyography studies","score":0.9998000264167786,"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":0.9998000264167786,"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/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.9954000115394592,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T10338","display_name":"Advanced Sensor and Energy Harvesting Materials","score":0.9761000275611877,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.8394569158554077},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.707084596157074},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6696001291275024},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6694614887237549},{"id":"https://openalex.org/keywords/kernel","display_name":"Kernel (algebra)","score":0.5887380838394165},{"id":"https://openalex.org/keywords/radial-basis-function","display_name":"Radial basis function","score":0.5506991744041443},{"id":"https://openalex.org/keywords/radial-basis-function-kernel","display_name":"Radial basis function kernel","score":0.5028838515281677},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.46427199244499207},{"id":"https://openalex.org/keywords/signal","display_name":"SIGNAL (programming language)","score":0.44909486174583435},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.42942681908607483},{"id":"https://openalex.org/keywords/feature-selection","display_name":"Feature selection","score":0.41052156686782837},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3898078203201294},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.3073576092720032},{"id":"https://openalex.org/keywords/kernel-method","display_name":"Kernel method","score":0.19599005579948425},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.14647692441940308}],"concepts":[{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.8394569158554077},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.707084596157074},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6696001291275024},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6694614887237549},{"id":"https://openalex.org/C74193536","wikidata":"https://www.wikidata.org/wiki/Q574844","display_name":"Kernel (algebra)","level":2,"score":0.5887380838394165},{"id":"https://openalex.org/C98856871","wikidata":"https://www.wikidata.org/wiki/Q1588488","display_name":"Radial basis function","level":3,"score":0.5506991744041443},{"id":"https://openalex.org/C75866337","wikidata":"https://www.wikidata.org/wiki/Q7280263","display_name":"Radial basis function kernel","level":4,"score":0.5028838515281677},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.46427199244499207},{"id":"https://openalex.org/C2779843651","wikidata":"https://www.wikidata.org/wiki/Q7390335","display_name":"SIGNAL (programming language)","level":2,"score":0.44909486174583435},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.42942681908607483},{"id":"https://openalex.org/C148483581","wikidata":"https://www.wikidata.org/wiki/Q446488","display_name":"Feature selection","level":2,"score":0.41052156686782837},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3898078203201294},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.3073576092720032},{"id":"https://openalex.org/C122280245","wikidata":"https://www.wikidata.org/wiki/Q620622","display_name":"Kernel method","level":3,"score":0.19599005579948425},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.14647692441940308},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-319-26690-9_27","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-319-26690-9_27","pdf_url":null,"source":{"id":"https://openalex.org/S2764905038","display_name":"Advances in intelligent systems and computing","issn_l":"2194-5357","issn":["2194-5357","2194-5365"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Advances in Intelligent Systems and Computing","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":18,"referenced_works":["https://openalex.org/W14070459","https://openalex.org/W1967128670","https://openalex.org/W1981173169","https://openalex.org/W1997970331","https://openalex.org/W2020355555","https://openalex.org/W2020394368","https://openalex.org/W2044628302","https://openalex.org/W2056933353","https://openalex.org/W2061438946","https://openalex.org/W2101592881","https://openalex.org/W2106526692","https://openalex.org/W2134408600","https://openalex.org/W2146649024","https://openalex.org/W2243691486","https://openalex.org/W2506510257","https://openalex.org/W2550539074","https://openalex.org/W4232982909","https://openalex.org/W4242470988"],"related_works":["https://openalex.org/W1603091392","https://openalex.org/W3095395190","https://openalex.org/W3100948281","https://openalex.org/W3123056048","https://openalex.org/W4389428786","https://openalex.org/W3118942106","https://openalex.org/W2364439724","https://openalex.org/W2621334777","https://openalex.org/W1983263273","https://openalex.org/W2348090380"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":2},{"year":2017,"cited_by_count":3},{"year":2016,"cited_by_count":1}],"updated_date":"2026-07-22T07:51:19.307946","created_date":"2025-10-10T00:00:00"}