{"id":"https://openalex.org/W3083915044","doi":"https://doi.org/10.1007/978-981-15-5788-0_7","title":"Feature Extraction and Classification of Gestures from Myo-Electric Data Using a Neural Network Classifier","display_name":"Feature Extraction and Classification of Gestures from Myo-Electric Data Using a Neural Network Classifier","publication_year":2020,"publication_date":"2020-09-08","ids":{"openalex":"https://openalex.org/W3083915044","doi":"https://doi.org/10.1007/978-981-15-5788-0_7","mag":"3083915044"},"language":"en","primary_location":{"id":"doi:10.1007/978-981-15-5788-0_7","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-981-15-5788-0_7","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/A5009163540","display_name":"Praahas Amin","orcid":"https://orcid.org/0000-0002-7291-777X"},"institutions":[{"id":"https://openalex.org/I19008122","display_name":"Mangalore University","ror":"https://ror.org/05fep3933","country_code":"IN","type":"education","lineage":["https://openalex.org/I19008122"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Praahas Amin","raw_affiliation_strings":["Department of Electronics, Mangalore University, Mangaluru, Karnataka, 574199, India"],"raw_orcid":"https://orcid.org/0000-0002-7291-777X","affiliations":[{"raw_affiliation_string":"Department of Electronics, Mangalore University, Mangaluru, Karnataka, 574199, India","institution_ids":["https://openalex.org/I19008122"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5104024454","display_name":"Airani Mohammad Khan","orcid":null},"institutions":[{"id":"https://openalex.org/I19008122","display_name":"Mangalore University","ror":"https://ror.org/05fep3933","country_code":"IN","type":"education","lineage":["https://openalex.org/I19008122"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Airani Mohammad Khan","raw_affiliation_strings":["Department of Electronics, Mangalore University, Mangaluru, Karnataka, 574199, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electronics, Mangalore University, Mangaluru, Karnataka, 574199, India","institution_ids":["https://openalex.org/I19008122"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038230029","display_name":"Akshay Ram Bhat","orcid":null},"institutions":[{"id":"https://openalex.org/I4210161516","display_name":"Microflown Technologies (Netherlands)","ror":"https://ror.org/04v9sac23","country_code":"NL","type":"company","lineage":["https://openalex.org/I4210161516"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Akshay Ram Bhat","raw_affiliation_strings":["Flashflow Technologies (OPC) Private Limited, Mangaluru, Karnataka, 575003, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Flashflow Technologies (OPC) Private Limited, Mangaluru, Karnataka, 575003, India","institution_ids":["https://openalex.org/I4210161516"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5055777843","display_name":"G.V. Gangadhara Rao","orcid":null},"institutions":[{"id":"https://openalex.org/I4210161516","display_name":"Microflown Technologies (Netherlands)","ror":"https://ror.org/04v9sac23","country_code":"NL","type":"company","lineage":["https://openalex.org/I4210161516"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Gautham Rao","raw_affiliation_strings":["Flashflow Technologies (OPC) Private Limited, Mangaluru, Karnataka, 575003, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Flashflow Technologies (OPC) Private Limited, Mangaluru, Karnataka, 575003, India","institution_ids":["https://openalex.org/I4210161516"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5009163540"],"corresponding_institution_ids":["https://openalex.org/I19008122"],"apc_list":null,"apc_paid":null,"fwci":1.6385,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.83982375,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"65","last_page":"80"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10784","display_name":"Muscle activation and electromyography studies","score":0.9998999834060669,"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":0.9998999834060669,"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":0.9916999936103821,"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/T11601","display_name":"Neuroscience and Neural Engineering","score":0.9894999861717224,"subfield":{"id":"https://openalex.org/subfields/2804","display_name":"Cellular and Molecular Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/gesture","display_name":"Gesture","score":0.793717622756958},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7707727551460266},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.6832083463668823},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.6668919920921326},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6542165279388428},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.6516565084457397},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.6476824283599854},{"id":"https://openalex.org/keywords/gesture-recognition","display_name":"Gesture recognition","score":0.5744980573654175},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5402329564094543},{"id":"https://openalex.org/keywords/electromyography","display_name":"Electromyography","score":0.4394384026527405},{"id":"https://openalex.org/keywords/data-acquisition","display_name":"Data acquisition","score":0.41794413328170776},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.3613612651824951}],"concepts":[{"id":"https://openalex.org/C207347870","wikidata":"https://www.wikidata.org/wiki/Q371174","display_name":"Gesture","level":2,"score":0.793717622756958},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7707727551460266},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.6832083463668823},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.6668919920921326},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6542165279388428},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.6516565084457397},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.6476824283599854},{"id":"https://openalex.org/C159437735","wikidata":"https://www.wikidata.org/wiki/Q1519524","display_name":"Gesture recognition","level":3,"score":0.5744980573654175},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5402329564094543},{"id":"https://openalex.org/C2777515770","wikidata":"https://www.wikidata.org/wiki/Q507369","display_name":"Electromyography","level":2,"score":0.4394384026527405},{"id":"https://openalex.org/C163985040","wikidata":"https://www.wikidata.org/wiki/Q1172399","display_name":"Data acquisition","level":2,"score":0.41794413328170776},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.3613612651824951},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C118552586","wikidata":"https://www.wikidata.org/wiki/Q7867","display_name":"Psychiatry","level":1,"score":0.0},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-981-15-5788-0_7","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-981-15-5788-0_7","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":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":22,"referenced_works":["https://openalex.org/W2019773173","https://openalex.org/W2031575324","https://openalex.org/W2066519883","https://openalex.org/W2097690077","https://openalex.org/W2108184014","https://openalex.org/W2118088779","https://openalex.org/W2123167643","https://openalex.org/W2123917016","https://openalex.org/W2129316790","https://openalex.org/W2133530044","https://openalex.org/W2134408600","https://openalex.org/W2165619603","https://openalex.org/W2169824953","https://openalex.org/W2240363574","https://openalex.org/W2307558463","https://openalex.org/W2548942793","https://openalex.org/W2625695348","https://openalex.org/W2742557104","https://openalex.org/W2744312188","https://openalex.org/W2752334385","https://openalex.org/W2784645162","https://openalex.org/W2908581871"],"related_works":["https://openalex.org/W2066003895","https://openalex.org/W2902873204","https://openalex.org/W2185750513","https://openalex.org/W3147379364","https://openalex.org/W2010878661","https://openalex.org/W2026258298","https://openalex.org/W3204639664","https://openalex.org/W2970836791","https://openalex.org/W2805039731","https://openalex.org/W2989699735"],"abstract_inverted_index":null,"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}