{"id":"https://openalex.org/W3011509731","doi":"https://doi.org/10.5220/0009369501210132","title":"On the Metrics and Adaptation Methods for Domain Divergences of sEMG-based Gesture Recognition","display_name":"On the Metrics and Adaptation Methods for Domain Divergences of sEMG-based Gesture Recognition","publication_year":2020,"publication_date":"2020-01-01","ids":{"openalex":"https://openalex.org/W3011509731","doi":"https://doi.org/10.5220/0009369501210132","mag":"3011509731"},"language":"en","primary_location":{"id":"doi:10.5220/0009369501210132","is_oa":true,"landing_page_url":"https://doi.org/10.5220/0009369501210132","pdf_url":null,"source":null,"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 13th International Joint Conference on Biomedical Engineering Systems and Technologies","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.5220/0009369501210132","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5040847734","display_name":"Istv\u00e1n Ketyk\u00f3","orcid":"https://orcid.org/0000-0003-4931-4580"},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Istv\u00e1n Ketyk\u00f3","raw_affiliation_strings":["Nokia Bell Labs, Budapest, Hungary, --- Select a Country ---"],"affiliations":[{"raw_affiliation_string":"Nokia Bell Labs, Budapest, Hungary, --- Select a Country ---","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5071607319","display_name":"Ferenc Kov\u00e1cs","orcid":"https://orcid.org/0000-0002-9777-0372"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Ferenc Kov\u00e1cs","raw_affiliation_strings":["Nokia Bell Labs, Budapest, Hungary, --- Select a Country ---"],"affiliations":[{"raw_affiliation_string":"Nokia Bell Labs, Budapest, Hungary, --- Select a Country ---","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5040847734"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.0168235,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"121","last_page":"132"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11398","display_name":"Hand Gesture Recognition Systems","score":0.9941999912261963,"subfield":{"id":"https://openalex.org/subfields/1709","display_name":"Human-Computer Interaction"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11398","display_name":"Hand Gesture Recognition Systems","score":0.9941999912261963,"subfield":{"id":"https://openalex.org/subfields/1709","display_name":"Human-Computer Interaction"},"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/T10784","display_name":"Muscle activation and electromyography studies","score":0.9871000051498413,"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/T11285","display_name":"Hearing Impairment and Communication","score":0.9595000147819519,"subfield":{"id":"https://openalex.org/subfields/3204","display_name":"Developmental and Educational Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/domain-adaptation","display_name":"Domain adaptation","score":0.8462064862251282},{"id":"https://openalex.org/keywords/gesture","display_name":"Gesture","score":0.7753525972366333},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7585940957069397},{"id":"https://openalex.org/keywords/adaptation","display_name":"Adaptation (eye)","score":0.705764651298523},{"id":"https://openalex.org/keywords/gesture-recognition","display_name":"Gesture recognition","score":0.6222764253616333},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.5518768429756165},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4890178143978119},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.4857519268989563},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3380470275878906},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.10743793845176697},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1050502359867096},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.045624345541000366}],"concepts":[{"id":"https://openalex.org/C2776434776","wikidata":"https://www.wikidata.org/wiki/Q19246213","display_name":"Domain adaptation","level":3,"score":0.8462064862251282},{"id":"https://openalex.org/C207347870","wikidata":"https://www.wikidata.org/wiki/Q371174","display_name":"Gesture","level":2,"score":0.7753525972366333},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7585940957069397},{"id":"https://openalex.org/C139807058","wikidata":"https://www.wikidata.org/wiki/Q352374","display_name":"Adaptation (eye)","level":2,"score":0.705764651298523},{"id":"https://openalex.org/C159437735","wikidata":"https://www.wikidata.org/wiki/Q1519524","display_name":"Gesture recognition","level":3,"score":0.6222764253616333},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.5518768429756165},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4890178143978119},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.4857519268989563},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3380470275878906},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.10743793845176697},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1050502359867096},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.045624345541000366},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.5220/0009369501210132","is_oa":true,"landing_page_url":"https://doi.org/10.5220/0009369501210132","pdf_url":null,"source":null,"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 13th International Joint Conference on Biomedical Engineering Systems and Technologies","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.5220/0009369501210132","is_oa":true,"landing_page_url":"https://doi.org/10.5220/0009369501210132","pdf_url":null,"source":null,"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 13th International Joint Conference on Biomedical Engineering Systems and Technologies","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W2902873204","https://openalex.org/W2185750513","https://openalex.org/W4312416068","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/W4300172004"],"abstract_inverted_index":{"We":[0,52],"propose":[1],"a":[2,10],"new":[3,11],"metric":[4,19,55],"to":[5,21],"measure":[6],"domain":[7,12,73],"divergence":[8],"and":[9,30,56,71],"adaptation":[13],"method":[14,42],"for":[15],"time-series":[16],"classification.":[17],"The":[18,40],"belongs":[20],"the":[22,34,57,63],"class":[23],"of":[24,36,59,65],"probability":[25],"distributions-based":[26],"metrics,":[27],"is":[28],"transductive,":[29],"does":[31],"not":[32],"assume":[33],"presence":[35],"source":[37],"data":[38],"samples.":[39],"2-stage":[41],"utilizes":[43],"an":[44],"improved":[45],"autoregressive,":[46],"RNN-based":[47],"architecture":[48],"with":[49],"deep/non-linear":[50],"transformation.":[51],"assess":[53],"our":[54,60],"performance":[58],"model":[61],"in":[62],"context":[64],"sEMG/EMG-based":[66],"gesture":[67],"recognition":[68],"under":[69],"inter-session":[70],"inter-subject":[72],"shifts.":[74]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}