{"id":"https://openalex.org/W7133294076","doi":"https://doi.org/10.1016/j.bspc.2026.110028","title":"On the robustness of EMG tensor completion under various missing patterns","display_name":"On the robustness of EMG tensor completion under various missing patterns","publication_year":2026,"publication_date":"2026-03-03","ids":{"openalex":"https://openalex.org/W7133294076","doi":"https://doi.org/10.1016/j.bspc.2026.110028"},"language":"en","primary_location":{"id":"doi:10.1016/j.bspc.2026.110028","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.bspc.2026.110028","pdf_url":null,"source":{"id":"https://openalex.org/S8427965","display_name":"Biomedical Signal Processing and Control","issn_l":"1746-8094","issn":["1746-8094","1746-8108"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Biomedical Signal Processing and Control","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/A5127898477","display_name":"Tong Liang","orcid":null},"institutions":[{"id":"https://openalex.org/I34077901","display_name":"Juntendo University","ror":"https://ror.org/01692sz90","country_code":"JP","type":"education","lineage":["https://openalex.org/I34077901"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Tong Liang","raw_affiliation_strings":["Graduate School of Health Data Science, Juntendo University, Tokyo, Japan"],"affiliations":[{"raw_affiliation_string":"Graduate School of Health Data Science, Juntendo University, Tokyo, Japan","institution_ids":["https://openalex.org/I34077901"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062266270","display_name":"Hao Jia","orcid":"https://orcid.org/0000-0003-1356-7463"},"institutions":[{"id":"https://openalex.org/I205237279","display_name":"Nankai University","ror":"https://ror.org/01y1kjr75","country_code":"CN","type":"education","lineage":["https://openalex.org/I205237279"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hao Jia","raw_affiliation_strings":["School of Medicine, Nankai University, Tianjin, China"],"affiliations":[{"raw_affiliation_string":"School of Medicine, Nankai University, Tianjin, China","institution_ids":["https://openalex.org/I205237279"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5127900609","display_name":"Chao Li","orcid":null},"institutions":[{"id":"https://openalex.org/I34077901","display_name":"Juntendo University","ror":"https://ror.org/01692sz90","country_code":"JP","type":"education","lineage":["https://openalex.org/I34077901"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Chao Li","raw_affiliation_strings":["Graduate School of Health Data Science, Juntendo University, Tokyo, Japan"],"affiliations":[{"raw_affiliation_string":"Graduate School of Health Data Science, Juntendo University, Tokyo, Japan","institution_ids":["https://openalex.org/I34077901"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024870237","display_name":"C\u00e9sar F. Caiafa","orcid":"https://orcid.org/0000-0001-5437-6095"},"institutions":[{"id":"https://openalex.org/I4210134895","display_name":"Instituto Argentino de Radioastronom\u00eda","ror":"https://ror.org/035a15991","country_code":"AR","type":"facility","lineage":["https://openalex.org/I4210134895"]}],"countries":["AR"],"is_corresponding":false,"raw_author_name":"Cesar F. Caiafa","raw_affiliation_strings":["Instituto Argentino de Radioastronom\u00eda (CCT-CONICET La Plata/CIC-PBA/UNLP), Villa Elisa, Argentina"],"affiliations":[{"raw_affiliation_string":"Instituto Argentino de Radioastronom\u00eda (CCT-CONICET La Plata/CIC-PBA/UNLP), Villa Elisa, Argentina","institution_ids":["https://openalex.org/I4210134895"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5091251386","display_name":"Ryutaro Himeno","orcid":"https://orcid.org/0000-0003-3378-6989"},"institutions":[{"id":"https://openalex.org/I34077901","display_name":"Juntendo University","ror":"https://ror.org/01692sz90","country_code":"JP","type":"education","lineage":["https://openalex.org/I34077901"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Ryutaro Himeno","raw_affiliation_strings":["Graduate School of Health Data Science, Juntendo University, Tokyo, Japan"],"affiliations":[{"raw_affiliation_string":"Graduate School of Health Data Science, Juntendo University, Tokyo, Japan","institution_ids":["https://openalex.org/I34077901"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088054390","display_name":"Yasuhiro Kushihashi","orcid":null},"institutions":[{"id":"https://openalex.org/I95053508","display_name":"Nippon Institute of Technology","ror":"https://ror.org/05h68bp56","country_code":"JP","type":"education","lineage":["https://openalex.org/I95053508"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Yasuhiro Kushihashi","raw_affiliation_strings":["Mechanical Systems Engineering, Nippon Institute of Technology, Saitama, Japan"],"affiliations":[{"raw_affiliation_string":"Mechanical Systems Engineering, Nippon Institute of Technology, Saitama, Japan","institution_ids":["https://openalex.org/I95053508"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5122064280","display_name":"Jordi Sol\u00e9-Casals","orcid":null},"institutions":[{"id":"https://openalex.org/I115304662","display_name":"Universitat de Vic - Universitat Central de Catalunya","ror":"https://ror.org/006zjws59","country_code":"ES","type":"education","lineage":["https://openalex.org/I115304662"]},{"id":"https://openalex.org/I241749","display_name":"University of Cambridge","ror":"https://ror.org/013meh722","country_code":"GB","type":"education","lineage":["https://openalex.org/I241749"]}],"countries":["ES","GB"],"is_corresponding":false,"raw_author_name":"Jordi Sol\u00e9-Casals","raw_affiliation_strings":["Data and Signal Processing Research Group, University of Vic-Central University of Catalonia, Vic, Spain","Department of Psychiatry, University of Cambridge, Cambridge, CB2 3EB, United Kingdom"],"affiliations":[{"raw_affiliation_string":"Data and Signal Processing Research Group, University of Vic-Central University of Catalonia, Vic, Spain","institution_ids":["https://openalex.org/I115304662"]},{"raw_affiliation_string":"Department of Psychiatry, University of Cambridge, Cambridge, CB2 3EB, United Kingdom","institution_ids":["https://openalex.org/I241749"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5127973921","display_name":"Zhe Sun","orcid":null},"institutions":[{"id":"https://openalex.org/I34077901","display_name":"Juntendo University","ror":"https://ror.org/01692sz90","country_code":"JP","type":"education","lineage":["https://openalex.org/I34077901"]},{"id":"https://openalex.org/I4210126580","display_name":"RIKEN Center for Advanced Intelligence Project","ror":"https://ror.org/03ckxwf91","country_code":"JP","type":"facility","lineage":["https://openalex.org/I4210110652","https://openalex.org/I4210126580"]}],"countries":["JP"],"is_corresponding":true,"raw_author_name":"Zhe Sun","raw_affiliation_strings":["Graduate School of Health Data Science, Juntendo University, Tokyo, Japan","Graduate School of Medicine, Juntendo University, Tokyo, Japan","Image Processing Research Team, RIKEN, Tokyo, Japan"],"affiliations":[{"raw_affiliation_string":"Graduate School of Health Data Science, Juntendo University, Tokyo, Japan","institution_ids":["https://openalex.org/I34077901"]},{"raw_affiliation_string":"Graduate School of Medicine, Juntendo University, Tokyo, Japan","institution_ids":["https://openalex.org/I34077901"]},{"raw_affiliation_string":"Image Processing Research Team, RIKEN, Tokyo, Japan","institution_ids":["https://openalex.org/I4210126580"]}]}],"institutions":[],"countries_distinct_count":5,"institutions_distinct_count":8,"corresponding_author_ids":["https://openalex.org/A5127973921"],"corresponding_institution_ids":["https://openalex.org/I34077901","https://openalex.org/I4210126580"],"apc_list":{"value":2420,"currency":"USD","value_usd":2420},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.79439252,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"120","issue":null,"first_page":"110028","last_page":"110028"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12303","display_name":"Tensor decomposition and applications","score":0.6035000085830688,"subfield":{"id":"https://openalex.org/subfields/2605","display_name":"Computational Mathematics"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T12303","display_name":"Tensor decomposition and applications","score":0.6035000085830688,"subfield":{"id":"https://openalex.org/subfields/2605","display_name":"Computational Mathematics"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10784","display_name":"Muscle activation and electromyography studies","score":0.18330000340938568,"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/T11304","display_name":"Advanced Neuroimaging Techniques and Applications","score":0.03840000182390213,"subfield":{"id":"https://openalex.org/subfields/2741","display_name":"Radiology, Nuclear Medicine and Imaging"},"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/missing-data","display_name":"Missing data","score":0.8605999946594238},{"id":"https://openalex.org/keywords/robustness","display_name":"Robustness (evolution)","score":0.7603999972343445},{"id":"https://openalex.org/keywords/fidelity","display_name":"Fidelity","score":0.6891000270843506},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3995000123977661},{"id":"https://openalex.org/keywords/data-quality","display_name":"Data quality","score":0.39730000495910645},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.3734000027179718},{"id":"https://openalex.org/keywords/electromyography","display_name":"Electromyography","score":0.36390000581741333},{"id":"https://openalex.org/keywords/signal-processing","display_name":"Signal processing","score":0.34850001335144043},{"id":"https://openalex.org/keywords/regularization","display_name":"Regularization (linguistics)","score":0.3368000090122223}],"concepts":[{"id":"https://openalex.org/C9357733","wikidata":"https://www.wikidata.org/wiki/Q6878417","display_name":"Missing data","level":2,"score":0.8605999946594238},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.7603999972343445},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7595999836921692},{"id":"https://openalex.org/C2776459999","wikidata":"https://www.wikidata.org/wiki/Q2119376","display_name":"Fidelity","level":2,"score":0.6891000270843506},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.45829999446868896},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4108000099658966},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3995000123977661},{"id":"https://openalex.org/C24756922","wikidata":"https://www.wikidata.org/wiki/Q1757694","display_name":"Data quality","level":3,"score":0.39730000495910645},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.37470000982284546},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.3734000027179718},{"id":"https://openalex.org/C2777515770","wikidata":"https://www.wikidata.org/wiki/Q507369","display_name":"Electromyography","level":2,"score":0.36390000581741333},{"id":"https://openalex.org/C104267543","wikidata":"https://www.wikidata.org/wiki/Q208163","display_name":"Signal processing","level":3,"score":0.34850001335144043},{"id":"https://openalex.org/C2776135515","wikidata":"https://www.wikidata.org/wiki/Q17143721","display_name":"Regularization (linguistics)","level":2,"score":0.3368000090122223},{"id":"https://openalex.org/C169258074","wikidata":"https://www.wikidata.org/wiki/Q245748","display_name":"Random forest","level":2,"score":0.3327000141143799},{"id":"https://openalex.org/C185429906","wikidata":"https://www.wikidata.org/wiki/Q1130160","display_name":"Estimator","level":2,"score":0.32679998874664307},{"id":"https://openalex.org/C2779843651","wikidata":"https://www.wikidata.org/wiki/Q7390335","display_name":"SIGNAL (programming language)","level":2,"score":0.3098999857902527},{"id":"https://openalex.org/C33762810","wikidata":"https://www.wikidata.org/wiki/Q461671","display_name":"Data integrity","level":2,"score":0.30889999866485596},{"id":"https://openalex.org/C67226441","wikidata":"https://www.wikidata.org/wiki/Q1665389","display_name":"Robust statistics","level":3,"score":0.2985999882221222},{"id":"https://openalex.org/C137800194","wikidata":"https://www.wikidata.org/wiki/Q11713455","display_name":"Interpolation (computer graphics)","level":3,"score":0.29339998960494995},{"id":"https://openalex.org/C150594956","wikidata":"https://www.wikidata.org/wiki/Q1334829","display_name":"Wearable computer","level":2,"score":0.2743000090122223},{"id":"https://openalex.org/C162984825","wikidata":"https://www.wikidata.org/wiki/Q339072","display_name":"Database normalization","level":3,"score":0.2694000005722046},{"id":"https://openalex.org/C70958404","wikidata":"https://www.wikidata.org/wiki/Q7512728","display_name":"Signal reconstruction","level":4,"score":0.2639999985694885},{"id":"https://openalex.org/C160920958","wikidata":"https://www.wikidata.org/wiki/Q7662746","display_name":"Synthetic data","level":2,"score":0.2612000107765198},{"id":"https://openalex.org/C2779903281","wikidata":"https://www.wikidata.org/wiki/Q6888026","display_name":"Modalities","level":2,"score":0.26089999079704285},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.25600001215934753},{"id":"https://openalex.org/C2778459887","wikidata":"https://www.wikidata.org/wiki/Q6787865","display_name":"Matrix completion","level":3,"score":0.2500999867916107}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1016/j.bspc.2026.110028","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.bspc.2026.110028","pdf_url":null,"source":{"id":"https://openalex.org/S8427965","display_name":"Biomedical Signal Processing and Control","issn_l":"1746-8094","issn":["1746-8094","1746-8108"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Biomedical Signal Processing and Control","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":23,"referenced_works":["https://openalex.org/W1814521481","https://openalex.org/W1993482030","https://openalex.org/W2024165284","https://openalex.org/W2030928609","https://openalex.org/W2052543545","https://openalex.org/W2066327120","https://openalex.org/W2091449379","https://openalex.org/W2108004221","https://openalex.org/W2120847449","https://openalex.org/W2139462481","https://openalex.org/W2147512299","https://openalex.org/W2404101673","https://openalex.org/W2412278696","https://openalex.org/W2615077619","https://openalex.org/W2790175409","https://openalex.org/W2808059896","https://openalex.org/W2899059684","https://openalex.org/W2966547885","https://openalex.org/W3013700374","https://openalex.org/W3034951560","https://openalex.org/W3196971193","https://openalex.org/W3197915782","https://openalex.org/W3202635391"],"related_works":[],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-03-05T07:30:30.508283","created_date":"2026-03-04T00:00:00"}
