{"id":"https://openalex.org/W3105964576","doi":"https://doi.org/10.1007/s00521-020-05504-3","title":"Discrimination of cycling patterns using accelerometric data and deep learning techniques","display_name":"Discrimination of cycling patterns using accelerometric data and deep learning techniques","publication_year":2020,"publication_date":"2020-11-18","ids":{"openalex":"https://openalex.org/W3105964576","doi":"https://doi.org/10.1007/s00521-020-05504-3","mag":"3105964576"},"language":"en","primary_location":{"id":"doi:10.1007/s00521-020-05504-3","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s00521-020-05504-3","pdf_url":null,"source":{"id":"https://openalex.org/S147897268","display_name":"Neural Computing and Applications","issn_l":"0941-0643","issn":["0941-0643","1433-3058"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Neural Computing and Applications","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/A5043837835","display_name":"Ale\u0161 Proch\u00e1zka","orcid":"https://orcid.org/0000-0002-0270-1738"},"institutions":[{"id":"https://openalex.org/I44504214","display_name":"Czech Technical University in Prague","ror":"https://ror.org/03kqpb082","country_code":"CZ","type":"education","lineage":["https://openalex.org/I44504214"]},{"id":"https://openalex.org/I9073902","display_name":"University of Chemistry and Technology, Prague","ror":"https://ror.org/05ggn0a85","country_code":"CZ","type":"education","lineage":["https://openalex.org/I9073902"]}],"countries":["CZ"],"is_corresponding":true,"raw_author_name":"Ale\u0161 Proch\u00e1zka","raw_affiliation_strings":["Czech Institute of Informatics, Robotics and Cybernetics, Czech Technical University in Prague, 166 36, Prague 6, Czech Republic","Department of Computing and Control Engineering, University of Chemistry and Technology in Prague, 166 28, Prague 6, Czech Republic"],"affiliations":[{"raw_affiliation_string":"Czech Institute of Informatics, Robotics and Cybernetics, Czech Technical University in Prague, 166 36, Prague 6, Czech Republic","institution_ids":["https://openalex.org/I44504214"]},{"raw_affiliation_string":"Department of Computing and Control Engineering, University of Chemistry and Technology in Prague, 166 28, Prague 6, Czech Republic","institution_ids":["https://openalex.org/I9073902"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028701085","display_name":"Hana Charv\u00e1tov\u00e1","orcid":"https://orcid.org/0000-0001-7363-976X"},"institutions":[{"id":"https://openalex.org/I165737746","display_name":"Tomas Bata University in Zl\u00edn","ror":"https://ror.org/04nayfw11","country_code":"CZ","type":"education","lineage":["https://openalex.org/I165737746"]}],"countries":["CZ"],"is_corresponding":false,"raw_author_name":"Hana Charv\u00e1tov\u00e1","raw_affiliation_strings":["Faculty of Applied Informatics, Tomas Bata University in Zlin, 760 01, Zlin, Czech Republic"],"affiliations":[{"raw_affiliation_string":"Faculty of Applied Informatics, Tomas Bata University in Zlin, 760 01, Zlin, Czech Republic","institution_ids":["https://openalex.org/I165737746"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072240908","display_name":"Old\u0159ich Vy\u0161ata","orcid":"https://orcid.org/0000-0003-3649-6688"},"institutions":[{"id":"https://openalex.org/I21250087","display_name":"Charles University","ror":"https://ror.org/024d6js02","country_code":"CZ","type":"education","lineage":["https://openalex.org/I21250087"]}],"countries":["CZ"],"is_corresponding":false,"raw_author_name":"Old\u0159ich Vy\u0161ata","raw_affiliation_strings":["Department of Neurology, Faculty of Medicine in Hradec Kr\u00e1lov\u00e9, Charles University in Prague, 500 05, Hradec Kr\u00e1lov\u00e9, Czech Republic"],"affiliations":[{"raw_affiliation_string":"Department of Neurology, Faculty of Medicine in Hradec Kr\u00e1lov\u00e9, Charles University in Prague, 500 05, Hradec Kr\u00e1lov\u00e9, Czech Republic","institution_ids":["https://openalex.org/I21250087"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086705584","display_name":"Delaram Jarchi","orcid":"https://orcid.org/0000-0001-6699-8721"},"institutions":[{"id":"https://openalex.org/I110002522","display_name":"University of Essex","ror":"https://ror.org/02nkf1q06","country_code":"GB","type":"education","lineage":["https://openalex.org/I110002522"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Delaram Jarchi","raw_affiliation_strings":["School of Computer Science and Electronic Engineering, University of Essex, Colchester, CO4 3SQ, UK"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Electronic Engineering, University of Essex, Colchester, CO4 3SQ, UK","institution_ids":["https://openalex.org/I110002522"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5004587843","display_name":"Saeid Sanei","orcid":"https://orcid.org/0000-0002-1446-5744"},"institutions":[{"id":"https://openalex.org/I52590639","display_name":"Nottingham Trent University","ror":"https://ror.org/04xyxjd90","country_code":"GB","type":"education","lineage":["https://openalex.org/I52590639"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Saeid Sanei","raw_affiliation_strings":["School of Science and Technology, Nottingham Trent University, Nottingham, NG11 8NS, UK"],"affiliations":[{"raw_affiliation_string":"School of Science and Technology, Nottingham Trent University, Nottingham, NG11 8NS, UK","institution_ids":["https://openalex.org/I52590639"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5043837835"],"corresponding_institution_ids":["https://openalex.org/I44504214","https://openalex.org/I9073902"],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":null,"fwci":0.7831,"has_fulltext":false,"cited_by_count":12,"citation_normalized_percentile":{"value":0.69314907,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":97},"biblio":{"volume":"33","issue":"13","first_page":"7603","last_page":"7613"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11196","display_name":"Non-Invasive Vital Sign Monitoring","score":0.9983999729156494,"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/T11196","display_name":"Non-Invasive Vital Sign Monitoring","score":0.9983999729156494,"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/T10114","display_name":"Balance, Gait, and Falls Prevention","score":0.9968000054359436,"subfield":{"id":"https://openalex.org/subfields/3612","display_name":"Physical Therapy, Sports Therapy and Rehabilitation"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T10444","display_name":"Context-Aware Activity Recognition Systems","score":0.9945999979972839,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/softmax-function","display_name":"Softmax function","score":0.8057428598403931},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.718662440776825},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6945327520370483},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.6324047446250916},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5854963064193726},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.5665104389190674},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.5295864939689636},{"id":"https://openalex.org/keywords/signal","display_name":"SIGNAL (programming language)","score":0.5121285915374756},{"id":"https://openalex.org/keywords/accelerometer","display_name":"Accelerometer","score":0.43768972158432007},{"id":"https://openalex.org/keywords/motion","display_name":"Motion (physics)","score":0.4152357578277588},{"id":"https://openalex.org/keywords/sigmoid-function","display_name":"Sigmoid function","score":0.41165149211883545},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3811473548412323}],"concepts":[{"id":"https://openalex.org/C188441871","wikidata":"https://www.wikidata.org/wiki/Q7554146","display_name":"Softmax function","level":3,"score":0.8057428598403931},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.718662440776825},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6945327520370483},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.6324047446250916},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5854963064193726},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.5665104389190674},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.5295864939689636},{"id":"https://openalex.org/C2779843651","wikidata":"https://www.wikidata.org/wiki/Q7390335","display_name":"SIGNAL (programming language)","level":2,"score":0.5121285915374756},{"id":"https://openalex.org/C89805583","wikidata":"https://www.wikidata.org/wiki/Q192940","display_name":"Accelerometer","level":2,"score":0.43768972158432007},{"id":"https://openalex.org/C104114177","wikidata":"https://www.wikidata.org/wiki/Q79782","display_name":"Motion (physics)","level":2,"score":0.4152357578277588},{"id":"https://openalex.org/C81388566","wikidata":"https://www.wikidata.org/wiki/Q526668","display_name":"Sigmoid function","level":3,"score":0.41165149211883545},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3811473548412323},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","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":3,"locations":[{"id":"doi:10.1007/s00521-020-05504-3","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s00521-020-05504-3","pdf_url":null,"source":{"id":"https://openalex.org/S147897268","display_name":"Neural Computing and Applications","issn_l":"0941-0643","issn":["0941-0643","1433-3058"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Neural Computing and Applications","raw_type":"journal-article"},{"id":"pmh:oai:irep.ntu.ac.uk:41946","is_oa":false,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4306400559","display_name":"Nottingham Trent University's Institutional Repository (Nottingham Trent Repository)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I52590639","host_organization_name":"Nottingham Trent University","host_organization_lineage":["https://openalex.org/I52590639"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"","raw_type":"Article"},{"id":"pmh:oai:publikace.k.utb.cz:10563/1010053","is_oa":false,"landing_page_url":"http://publikace.k.utb.cz/handle/10563/1010053","pdf_url":null,"source":{"id":"https://openalex.org/S4306400350","display_name":"Repository of TBU publications (Univerzita Tomase Bati ze Zline)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I165737746","host_organization_name":"Tomas Bata University in Zl\u00edn","host_organization_lineage":["https://openalex.org/I165737746"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Neural Computing and Applications","raw_type":"article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.6000000238418579,"display_name":"Peace, Justice and strong institutions","id":"https://metadata.un.org/sdg/16"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":62,"referenced_works":["https://openalex.org/W976039271","https://openalex.org/W1543774196","https://openalex.org/W1963797793","https://openalex.org/W1997386971","https://openalex.org/W2035855116","https://openalex.org/W2058668884","https://openalex.org/W2094523840","https://openalex.org/W2097695383","https://openalex.org/W2098105438","https://openalex.org/W2110175536","https://openalex.org/W2132093718","https://openalex.org/W2166823334","https://openalex.org/W2194775991","https://openalex.org/W2270470215","https://openalex.org/W2464831560","https://openalex.org/W2465778425","https://openalex.org/W2506355354","https://openalex.org/W2542381826","https://openalex.org/W2557283755","https://openalex.org/W2621021723","https://openalex.org/W2624707965","https://openalex.org/W2736191430","https://openalex.org/W2767979715","https://openalex.org/W2770265759","https://openalex.org/W2777186991","https://openalex.org/W2777460464","https://openalex.org/W2789367970","https://openalex.org/W2789525912","https://openalex.org/W2790414609","https://openalex.org/W2801878177","https://openalex.org/W2802412756","https://openalex.org/W2808667805","https://openalex.org/W2809324239","https://openalex.org/W2867939441","https://openalex.org/W2890686146","https://openalex.org/W2892035503","https://openalex.org/W2896556344","https://openalex.org/W2911797006","https://openalex.org/W2912411326","https://openalex.org/W2915893085","https://openalex.org/W2923554800","https://openalex.org/W2937462687","https://openalex.org/W2951672876","https://openalex.org/W2953914369","https://openalex.org/W2954541170","https://openalex.org/W2957783787","https://openalex.org/W2964240787","https://openalex.org/W2982160266","https://openalex.org/W2982371970","https://openalex.org/W2982872774","https://openalex.org/W2986975783","https://openalex.org/W2998595960","https://openalex.org/W3001975036","https://openalex.org/W3003282372","https://openalex.org/W3010162417","https://openalex.org/W3011680578","https://openalex.org/W3013964275","https://openalex.org/W3035582493","https://openalex.org/W3037390350","https://openalex.org/W3037535778","https://openalex.org/W3106430813","https://openalex.org/W4245219201"],"related_works":["https://openalex.org/W4285326772","https://openalex.org/W4376118624","https://openalex.org/W3080832216","https://openalex.org/W3170224572","https://openalex.org/W3043103998","https://openalex.org/W2899027234","https://openalex.org/W4323060069","https://openalex.org/W4226493464","https://openalex.org/W4312417841","https://openalex.org/W3193565141"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":3}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}
