{"id":"https://openalex.org/W1813253093","doi":"https://doi.org/10.3390/s150923095","title":"Pre-Processing Effect on the Accuracy of Event-Based Activity Segmentation and Classification through Inertial Sensors","display_name":"Pre-Processing Effect on the Accuracy of Event-Based Activity Segmentation and Classification through Inertial Sensors","publication_year":2015,"publication_date":"2015-09-11","ids":{"openalex":"https://openalex.org/W1813253093","doi":"https://doi.org/10.3390/s150923095","mag":"1813253093","pmid":"https://pubmed.ncbi.nlm.nih.gov/26378544"},"language":"en","primary_location":{"id":"doi:10.3390/s150923095","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s150923095","pdf_url":"https://www.mdpi.com/1424-8220/15/9/23095/pdf?version=1442309796","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/1424-8220/15/9/23095/pdf?version=1442309796","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5004180839","display_name":"Benish Fida","orcid":"https://orcid.org/0000-0003-2736-4536"},"institutions":[{"id":"https://openalex.org/I119003972","display_name":"Roma Tre University","ror":"https://ror.org/05vf0dg29","country_code":"IT","type":"education","lineage":["https://openalex.org/I119003972"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"Benish Fida","raw_affiliation_strings":["Department of Engineering, University of Roma Tre, Via Vito Volterra, 62, Rome 00146, Italy","Department of Engineering, University of Roma Tre, Via Vito Volterra, 62, Rome 00146, Italy. fida.benish@uniroma3.it"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Engineering, University of Roma Tre, Via Vito Volterra, 62, Rome 00146, Italy","institution_ids":["https://openalex.org/I119003972"]},{"raw_affiliation_string":"Department of Engineering, University of Roma Tre, Via Vito Volterra, 62, Rome 00146, Italy. fida.benish@uniroma3.it","institution_ids":["https://openalex.org/I119003972"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018439423","display_name":"Ivan Bernabucci","orcid":null},"institutions":[{"id":"https://openalex.org/I119003972","display_name":"Roma Tre University","ror":"https://ror.org/05vf0dg29","country_code":"IT","type":"education","lineage":["https://openalex.org/I119003972"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Ivan Bernabucci","raw_affiliation_strings":["Department of Engineering, University of Roma Tre, Via Vito Volterra, 62, Rome 00146, Italy","Department of Engineering, University of Roma Tre, Via Vito Volterra, 62, Rome 00146, Italy. ivan.bernabucci@uniroma3.it"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Engineering, University of Roma Tre, Via Vito Volterra, 62, Rome 00146, Italy","institution_ids":["https://openalex.org/I119003972"]},{"raw_affiliation_string":"Department of Engineering, University of Roma Tre, Via Vito Volterra, 62, Rome 00146, Italy. ivan.bernabucci@uniroma3.it","institution_ids":["https://openalex.org/I119003972"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058603097","display_name":"Daniele Bibbo","orcid":"https://orcid.org/0000-0003-1341-5427"},"institutions":[{"id":"https://openalex.org/I119003972","display_name":"Roma Tre University","ror":"https://ror.org/05vf0dg29","country_code":"IT","type":"education","lineage":["https://openalex.org/I119003972"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Daniele Bibbo","raw_affiliation_strings":["Department of Engineering, University of Roma Tre, Via Vito Volterra, 62, Rome 00146, Italy","Department of Engineering, University of Roma Tre, Via Vito Volterra, 62, Rome 00146, Italy. daniele.bibbo@uniroma3.it"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Engineering, University of Roma Tre, Via Vito Volterra, 62, Rome 00146, Italy","institution_ids":["https://openalex.org/I119003972"]},{"raw_affiliation_string":"Department of Engineering, University of Roma Tre, Via Vito Volterra, 62, Rome 00146, Italy. daniele.bibbo@uniroma3.it","institution_ids":["https://openalex.org/I119003972"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5041313475","display_name":"Silvia Conforto","orcid":"https://orcid.org/0000-0001-7323-5220"},"institutions":[{"id":"https://openalex.org/I119003972","display_name":"Roma Tre University","ror":"https://ror.org/05vf0dg29","country_code":"IT","type":"education","lineage":["https://openalex.org/I119003972"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Silvia Conforto","raw_affiliation_strings":["Department of Engineering, University of Roma Tre, Via Vito Volterra, 62, Rome 00146, Italy","Department of Engineering, University of Roma Tre, Via Vito Volterra, 62, Rome 00146, Italy. silvia.conforto@uniroma3.it"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Engineering, University of Roma Tre, Via Vito Volterra, 62, Rome 00146, Italy","institution_ids":["https://openalex.org/I119003972"]},{"raw_affiliation_string":"Department of Engineering, University of Roma Tre, Via Vito Volterra, 62, Rome 00146, Italy. silvia.conforto@uniroma3.it","institution_ids":["https://openalex.org/I119003972"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5063409625","display_name":"Maurizio Schmid","orcid":"https://orcid.org/0000-0003-3380-6994"},"institutions":[{"id":"https://openalex.org/I119003972","display_name":"Roma Tre University","ror":"https://ror.org/05vf0dg29","country_code":"IT","type":"education","lineage":["https://openalex.org/I119003972"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Maurizio Schmid","raw_affiliation_strings":["Department of Engineering, University of Roma Tre, Via Vito Volterra, 62, Rome 00146, Italy","Department of Engineering, University of Roma Tre, Via Vito Volterra, 62, Rome 00146, Italy. Maurizio.schmid@uniroma3.it"],"raw_orcid":"https://orcid.org/0000-0003-3380-6994","affiliations":[{"raw_affiliation_string":"Department of Engineering, University of Roma Tre, Via Vito Volterra, 62, Rome 00146, Italy","institution_ids":["https://openalex.org/I119003972"]},{"raw_affiliation_string":"Department of Engineering, University of Roma Tre, Via Vito Volterra, 62, Rome 00146, Italy. Maurizio.schmid@uniroma3.it","institution_ids":["https://openalex.org/I119003972"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5004180839"],"corresponding_institution_ids":["https://openalex.org/I119003972"],"apc_list":{"value":2400,"currency":"CHF","value_usd":2673},"apc_paid":{"value":2400,"currency":"CHF","value_usd":2673},"fwci":1.4225,"has_fulltext":true,"cited_by_count":28,"citation_normalized_percentile":{"value":0.84731348,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"15","issue":"9","first_page":"23095","last_page":"23109"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10444","display_name":"Context-Aware Activity Recognition Systems","score":0.9991999864578247,"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"}},"topics":[{"id":"https://openalex.org/T10444","display_name":"Context-Aware Activity Recognition Systems","score":0.9991999864578247,"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"}},{"id":"https://openalex.org/T12740","display_name":"Gait Recognition and Analysis","score":0.9980999827384949,"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/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.991100013256073,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/inertial-measurement-unit","display_name":"Inertial measurement unit","score":0.6591911315917969},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.6321708559989929},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5964686870574951},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.5926944613456726},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5901496410369873},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.5788208842277527},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5518010854721069},{"id":"https://openalex.org/keywords/gait","display_name":"Gait","score":0.4974663555622101},{"id":"https://openalex.org/keywords/gait-analysis","display_name":"Gait analysis","score":0.47340258955955505},{"id":"https://openalex.org/keywords/gait-cycle","display_name":"Gait cycle","score":0.45286059379577637}],"concepts":[{"id":"https://openalex.org/C79061980","wikidata":"https://www.wikidata.org/wiki/Q941680","display_name":"Inertial measurement unit","level":2,"score":0.6591911315917969},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.6321708559989929},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5964686870574951},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.5926944613456726},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5901496410369873},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.5788208842277527},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5518010854721069},{"id":"https://openalex.org/C151800584","wikidata":"https://www.wikidata.org/wiki/Q2370000","display_name":"Gait","level":2,"score":0.4974663555622101},{"id":"https://openalex.org/C173906292","wikidata":"https://www.wikidata.org/wiki/Q1493441","display_name":"Gait analysis","level":3,"score":0.47340258955955505},{"id":"https://openalex.org/C2985215115","wikidata":"https://www.wikidata.org/wiki/Q22305006","display_name":"Gait cycle","level":3,"score":0.45286059379577637},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C74650414","wikidata":"https://www.wikidata.org/wiki/Q11397","display_name":"Classical mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C42407357","wikidata":"https://www.wikidata.org/wiki/Q521","display_name":"Physiology","level":1,"score":0.0},{"id":"https://openalex.org/C39920418","wikidata":"https://www.wikidata.org/wiki/Q11476","display_name":"Kinematics","level":2,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[{"descriptor_ui":"D000328","descriptor_name":"Adult","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000328","descriptor_name":"Adult","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000328","descriptor_name":"Adult","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005684","descriptor_name":"Gait","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D005684","descriptor_name":"Gait","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D005684","descriptor_name":"Gait","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006802","descriptor_name":"Human Activities","qualifier_ui":"Q000145","qualifier_name":"classification","is_major_topic":false},{"descriptor_ui":"D006802","descriptor_name":"Human Activities","qualifier_ui":"Q000145","qualifier_name":"classification","is_major_topic":false},{"descriptor_ui":"D006802","descriptor_name":"Human Activities","qualifier_ui":"Q000145","qualifier_name":"classification","is_major_topic":false},{"descriptor_ui":"D012815","descriptor_name":"Signal Processing, Computer-Assisted","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D012815","descriptor_name":"Signal Processing, Computer-Assisted","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D012815","descriptor_name":"Signal Processing, Computer-Assisted","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D018670","descriptor_name":"Monitoring, Ambulatory","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D018670","descriptor_name":"Monitoring, Ambulatory","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D018670","descriptor_name":"Monitoring, Ambulatory","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D055815","descriptor_name":"Young Adult","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D055815","descriptor_name":"Young Adult","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D055815","descriptor_name":"Young Adult","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D061725","descriptor_name":"Accelerometry","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D061725","descriptor_name":"Accelerometry","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D061725","descriptor_name":"Accelerometry","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false}],"locations_count":6,"locations":[{"id":"doi:10.3390/s150923095","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s150923095","pdf_url":"https://www.mdpi.com/1424-8220/15/9/23095/pdf?version=1442309796","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},{"id":"pmid:26378544","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/26378544","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors (Basel, Switzerland)","raw_type":null},{"id":"pmh:oai:doaj.org/article:2f2c23c1fa37463c81186231e23acb9a","is_oa":true,"landing_page_url":"https://doaj.org/article/2f2c23c1fa37463c81186231e23acb9a","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Sensors, Vol 15, Iss 9, Pp 23095-23109 (2015)","raw_type":"article"},{"id":"pmh:oai:europepmc.org:3589105","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/4610499","pdf_url":null,"source":{"id":"https://openalex.org/S4306400806","display_name":"Europe PMC (PubMed Central)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1303153112","host_organization_name":"European Bioinformatics Institute","host_organization_lineage":["https://openalex.org/I1303153112"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Text"},{"id":"pmh:oai:iris.uniroma3.it:11590/283473","is_oa":false,"landing_page_url":"http://hdl.handle.net/11590/283473","pdf_url":null,"source":{"id":"https://openalex.org/S4377196120","display_name":"Iris (Roma Tre University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I119003972","host_organization_name":"Roma Tre University","host_organization_lineage":["https://openalex.org/I119003972"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:oai:mdpi.com:/1424-8220/15/9/23095/","is_oa":true,"landing_page_url":"http://dx.doi.org/10.3390/s150923095","pdf_url":null,"source":{"id":"https://openalex.org/S4306400947","display_name":"MDPI (MDPI AG)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210097602","host_organization_name":"Multidisciplinary Digital Publishing Institute (Switzerland)","host_organization_lineage":["https://openalex.org/I4210097602"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Sensors","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/s150923095","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s150923095","pdf_url":"https://www.mdpi.com/1424-8220/15/9/23095/pdf?version=1442309796","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W1813253093.pdf","grobid_xml":"https://content.openalex.org/works/W1813253093.grobid-xml"},"referenced_works_count":39,"referenced_works":["https://openalex.org/W1550111146","https://openalex.org/W1571402922","https://openalex.org/W1762028752","https://openalex.org/W1879383150","https://openalex.org/W1970397791","https://openalex.org/W1988863924","https://openalex.org/W1989239806","https://openalex.org/W1992589116","https://openalex.org/W2008311091","https://openalex.org/W2023962778","https://openalex.org/W2028353754","https://openalex.org/W2035787713","https://openalex.org/W2037569144","https://openalex.org/W2053219236","https://openalex.org/W2060663350","https://openalex.org/W2067808244","https://openalex.org/W2071179264","https://openalex.org/W2071365173","https://openalex.org/W2072737142","https://openalex.org/W2076552240","https://openalex.org/W2091106212","https://openalex.org/W2103279031","https://openalex.org/W2111737705","https://openalex.org/W2113930199","https://openalex.org/W2122365325","https://openalex.org/W2123504579","https://openalex.org/W2129793335","https://openalex.org/W2140013239","https://openalex.org/W2141018395","https://openalex.org/W2143426320","https://openalex.org/W2147945443","https://openalex.org/W2153104898","https://openalex.org/W2159613676","https://openalex.org/W2162908184","https://openalex.org/W2172245060","https://openalex.org/W2325458072","https://openalex.org/W4235485727","https://openalex.org/W6659163558","https://openalex.org/W6665694169"],"related_works":["https://openalex.org/W2390475535","https://openalex.org/W2611160909","https://openalex.org/W3017911271","https://openalex.org/W2913503957","https://openalex.org/W2995649005","https://openalex.org/W2536500502","https://openalex.org/W2027166246","https://openalex.org/W2133973503","https://openalex.org/W2147467411","https://openalex.org/W2390631805"],"abstract_inverted_index":{"Inertial":[0],"sensors":[1],"are":[2],"increasingly":[3],"being":[4],"used":[5],"to":[6,25,29,81,90,143],"recognize":[7],"and":[8,19,74,105,112,123,146,170],"classify":[9],"physical":[10,150],"activities":[11,78],"in":[12,60,93,99],"a":[13,35,57,118,128,132,154],"variety":[14],"of":[15,68,76,86,131,190,194],"applications.":[16,198],"For":[17],"monitoring":[18],"fitness":[20],"applications,":[21],"it":[22],"is":[23,53],"crucial":[24],"develop":[26],"methods":[27],"able":[28],"segment":[30],"each":[31],"activity":[32,151],"cycle,":[33,37],"e.g.,":[34],"gait":[36,134,165,177],"so":[38],"that":[39],"the":[40,66,72,84,188,192],"successive":[41],"classification":[42,75,152,184],"step":[43,109],"may":[44],"be":[45],"more":[46],"accurate.":[47],"To":[48],"increase":[49,59,92,183],"detection":[50,73,135],"accuracy,":[51,185],"pre-processing":[52,69,87,96,195],"often":[54],"used,":[55],"with":[56],"concurrent":[58],"computational":[61],"cost.":[62],"In":[63],"this":[64,100],"paper,":[65],"effect":[67],"operations":[70],"on":[71,174],"locomotion":[77],"was":[79],"investigated,":[80],"check":[82],"whether":[83],"presence":[85],"significantly":[88],"contributes":[89],"an":[91],"accuracy.":[94],"The":[95,159],"stages":[97],"evaluated":[98],"study":[101],"were":[102,114,141],"inclination":[103],"correction":[104],"de-noising.":[106],"Level":[107],"walking,":[108],"ascending,":[110],"descending":[111],"running":[113],"monitored":[115],"by":[116],"using":[117],"shank-mounted":[119],"inertial":[120],"sensor.":[121],"Raw":[122],"filtered":[124],"segments,":[125],"obtained":[126],"from":[127,167],"modified":[129],"version":[130],"rule-based":[133],"algorithm":[136],"optimized":[137],"for":[138,149,196],"sequential":[139],"processing,":[140],"processed":[142],"extract":[144],"time":[145],"frequency-based":[147],"features":[148],"through":[153],"support":[155],"vector":[156],"machine":[157],"classifier.":[158],"proposed":[160],"method":[161],"accurately":[162],"detected":[163],">99%":[164],"cycles":[166],"raw":[168],"data":[169],"produced":[171],">98%":[172],"accuracy":[173],"these":[175],"segmented":[176],"cycles.":[178],"Pre-processing":[179],"did":[180],"not":[181],"substantially":[182],"thus":[186],"highlighting":[187],"possibility":[189],"reducing":[191],"amount":[193],"real-time":[197]},"counts_by_year":[{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":3},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":7},{"year":2019,"cited_by_count":4},{"year":2018,"cited_by_count":4},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":1}],"updated_date":"2026-07-22T07:51:19.307946","created_date":"2025-10-10T00:00:00"}
