{"id":"https://openalex.org/W2403627637","doi":"https://doi.org/10.1007/978-3-319-08338-4_75","title":"Optimizing Support Vector Machine with\u00a0Genetic Algorithm for Capacitive Sensing-Based Locomotion Mode Recognition","display_name":"Optimizing Support Vector Machine with\u00a0Genetic Algorithm for Capacitive Sensing-Based Locomotion Mode Recognition","publication_year":2015,"publication_date":"2015-09-02","ids":{"openalex":"https://openalex.org/W2403627637","doi":"https://doi.org/10.1007/978-3-319-08338-4_75","mag":"2403627637"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-319-08338-4_75","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-319-08338-4_75","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/A5101505015","display_name":"Yi Song","orcid":"https://orcid.org/0009-0006-1092-9480"},"institutions":[{"id":"https://openalex.org/I2802459333","display_name":"China Rehabilitation Research Center","ror":"https://ror.org/02bpqmq41","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I2802459333"]},{"id":"https://openalex.org/I20231570","display_name":"Peking University","ror":"https://ror.org/02v51f717","country_code":"CN","type":"education","lineage":["https://openalex.org/I20231570"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Yi Song","raw_affiliation_strings":["Beijing Engineering Research Center of Intelligent Rehabilitation Engineering, Beijing, 100871, China","Intelligent Control Laboratory, College of Engineering, Peking University, Beijing, 100871, China"],"affiliations":[{"raw_affiliation_string":"Beijing Engineering Research Center of Intelligent Rehabilitation Engineering, Beijing, 100871, China","institution_ids":["https://openalex.org/I2802459333"]},{"raw_affiliation_string":"Intelligent Control Laboratory, College of Engineering, Peking University, Beijing, 100871, China","institution_ids":["https://openalex.org/I20231570"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001074349","display_name":"Yating Zhu","orcid":"https://orcid.org/0000-0002-0158-4859"},"institutions":[{"id":"https://openalex.org/I82880672","display_name":"Beihang University","ror":"https://ror.org/00wk2mp56","country_code":"CN","type":"education","lineage":["https://openalex.org/I82880672"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yating Zhu","raw_affiliation_strings":["School of Automation Science and Electrical Engineering, Beihang University, Beijing, 100191, China"],"affiliations":[{"raw_affiliation_string":"School of Automation Science and Electrical Engineering, Beihang University, Beijing, 100191, China","institution_ids":["https://openalex.org/I82880672"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032907893","display_name":"Enhao Zheng","orcid":"https://orcid.org/0000-0002-8819-0130"},"institutions":[{"id":"https://openalex.org/I2802459333","display_name":"China Rehabilitation Research Center","ror":"https://ror.org/02bpqmq41","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I2802459333"]},{"id":"https://openalex.org/I20231570","display_name":"Peking University","ror":"https://ror.org/02v51f717","country_code":"CN","type":"education","lineage":["https://openalex.org/I20231570"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Enhao Zheng","raw_affiliation_strings":["Beijing Engineering Research Center of Intelligent Rehabilitation Engineering, Beijing, 100871, China","Intelligent Control Laboratory, College of Engineering, Peking University, Beijing, 100871, China"],"affiliations":[{"raw_affiliation_string":"Beijing Engineering Research Center of Intelligent Rehabilitation Engineering, Beijing, 100871, China","institution_ids":["https://openalex.org/I2802459333"]},{"raw_affiliation_string":"Intelligent Control Laboratory, College of Engineering, Peking University, Beijing, 100871, China","institution_ids":["https://openalex.org/I20231570"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072705483","display_name":"Fei Tao","orcid":"https://orcid.org/0000-0002-9020-0633"},"institutions":[{"id":"https://openalex.org/I82880672","display_name":"Beihang University","ror":"https://ror.org/00wk2mp56","country_code":"CN","type":"education","lineage":["https://openalex.org/I82880672"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Fei Tao","raw_affiliation_strings":["School of Automation Science and Electrical Engineering, Beihang University, Beijing, 100191, China"],"affiliations":[{"raw_affiliation_string":"School of Automation Science and Electrical Engineering, Beihang University, Beijing, 100191, China","institution_ids":["https://openalex.org/I82880672"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5025723618","display_name":"Qining Wang","orcid":"https://orcid.org/0000-0003-3484-4810"},"institutions":[{"id":"https://openalex.org/I2802459333","display_name":"China Rehabilitation Research Center","ror":"https://ror.org/02bpqmq41","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I2802459333"]},{"id":"https://openalex.org/I20231570","display_name":"Peking University","ror":"https://ror.org/02v51f717","country_code":"CN","type":"education","lineage":["https://openalex.org/I20231570"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qining Wang","raw_affiliation_strings":["Beijing Engineering Research Center of Intelligent Rehabilitation Engineering, Beijing, 100871, China","Intelligent Control Laboratory, College of Engineering, Peking University, Beijing, 100871, China"],"affiliations":[{"raw_affiliation_string":"Beijing Engineering Research Center of Intelligent Rehabilitation Engineering, Beijing, 100871, China","institution_ids":["https://openalex.org/I2802459333"]},{"raw_affiliation_string":"Intelligent Control Laboratory, College of Engineering, Peking University, Beijing, 100871, China","institution_ids":["https://openalex.org/I20231570"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5101505015"],"corresponding_institution_ids":["https://openalex.org/I20231570","https://openalex.org/I2802459333"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.21014818,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"1035","last_page":"1047"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11023","display_name":"Prosthetics and Rehabilitation Robotics","score":0.9991999864578247,"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/T11023","display_name":"Prosthetics and Rehabilitation Robotics","score":0.9991999864578247,"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/T10784","display_name":"Muscle activation and electromyography studies","score":0.9987999796867371,"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/T10653","display_name":"Robot Manipulation and Learning","score":0.9811999797821045,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.8216472864151001},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.689113974571228},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.6311028599739075},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5711086988449097},{"id":"https://openalex.org/keywords/capacitive-sensing","display_name":"Capacitive sensing","score":0.5614728927612305},{"id":"https://openalex.org/keywords/genetic-algorithm","display_name":"Genetic algorithm","score":0.5245335698127747},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.5222892761230469},{"id":"https://openalex.org/keywords/kernel","display_name":"Kernel (algebra)","score":0.45026659965515137},{"id":"https://openalex.org/keywords/mode","display_name":"Mode (computer interface)","score":0.42687004804611206},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.339718759059906},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.11570852994918823},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.046688586473464966}],"concepts":[{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.8216472864151001},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.689113974571228},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.6311028599739075},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5711086988449097},{"id":"https://openalex.org/C206755178","wikidata":"https://www.wikidata.org/wiki/Q1131271","display_name":"Capacitive sensing","level":2,"score":0.5614728927612305},{"id":"https://openalex.org/C8880873","wikidata":"https://www.wikidata.org/wiki/Q187787","display_name":"Genetic algorithm","level":2,"score":0.5245335698127747},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.5222892761230469},{"id":"https://openalex.org/C74193536","wikidata":"https://www.wikidata.org/wiki/Q574844","display_name":"Kernel (algebra)","level":2,"score":0.45026659965515137},{"id":"https://openalex.org/C48677424","wikidata":"https://www.wikidata.org/wiki/Q6888088","display_name":"Mode (computer interface)","level":2,"score":0.42687004804611206},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.339718759059906},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.11570852994918823},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.046688586473464966},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-319-08338-4_75","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-319-08338-4_75","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":21,"referenced_works":["https://openalex.org/W95107172","https://openalex.org/W1913582850","https://openalex.org/W1997244162","https://openalex.org/W2031661757","https://openalex.org/W2032854101","https://openalex.org/W2037905137","https://openalex.org/W2045324134","https://openalex.org/W2048726136","https://openalex.org/W2055290748","https://openalex.org/W2057816579","https://openalex.org/W2062457076","https://openalex.org/W2098682658","https://openalex.org/W2106951868","https://openalex.org/W2139044388","https://openalex.org/W2144526759","https://openalex.org/W2144910137","https://openalex.org/W2148603752","https://openalex.org/W2151554678","https://openalex.org/W2153635508","https://openalex.org/W2262880369","https://openalex.org/W3023540311"],"related_works":["https://openalex.org/W3102847316","https://openalex.org/W3172386668","https://openalex.org/W2045392317","https://openalex.org/W2035297892","https://openalex.org/W3011006018","https://openalex.org/W2143949944","https://openalex.org/W4386571252","https://openalex.org/W4205540626","https://openalex.org/W2113981829","https://openalex.org/W2112959154"],"abstract_inverted_index":null,"counts_by_year":[{"year":2024,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}