{"id":"https://openalex.org/W3021467568","doi":"https://doi.org/10.3390/s20092700","title":"EventDTW: An Improved Dynamic Time Warping Algorithm for Aligning Biomedical Signals of Nonuniform Sampling Frequencies","display_name":"EventDTW: An Improved Dynamic Time Warping Algorithm for Aligning Biomedical Signals of Nonuniform Sampling Frequencies","publication_year":2020,"publication_date":"2020-05-09","ids":{"openalex":"https://openalex.org/W3021467568","doi":"https://doi.org/10.3390/s20092700","mag":"3021467568","pmid":"https://pubmed.ncbi.nlm.nih.gov/32397421"},"language":"en","primary_location":{"id":"doi:10.3390/s20092700","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s20092700","pdf_url":"https://www.mdpi.com/1424-8220/20/9/2700/pdf?version=1589263257","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","datacite","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/1424-8220/20/9/2700/pdf?version=1589263257","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5044050512","display_name":"Yihang Jiang","orcid":null},"institutions":[{"id":"https://openalex.org/I170897317","display_name":"Duke University","ror":"https://ror.org/00py81415","country_code":"US","type":"education","lineage":["https://openalex.org/I170897317"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yihang Jiang","raw_affiliation_strings":["The Departments of Biomedical Engineering and Biostatistics &amp; Bioinformatics, Duke University, Durham, NC 27708, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"The Departments of Biomedical Engineering and Biostatistics &amp; Bioinformatics, Duke University, Durham, NC 27708, USA","institution_ids":["https://openalex.org/I170897317"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023035191","display_name":"Yuankai Qi","orcid":null},"institutions":[{"id":"https://openalex.org/I170897317","display_name":"Duke University","ror":"https://ror.org/00py81415","country_code":"US","type":"education","lineage":["https://openalex.org/I170897317"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yuankai Qi","raw_affiliation_strings":["The Departments of Biomedical Engineering and Biostatistics &amp; Bioinformatics, Duke University, Durham, NC 27708, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"The Departments of Biomedical Engineering and Biostatistics &amp; Bioinformatics, Duke University, Durham, NC 27708, USA","institution_ids":["https://openalex.org/I170897317"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090323993","display_name":"Will Ke Wang","orcid":"https://orcid.org/0000-0003-1444-5468"},"institutions":[{"id":"https://openalex.org/I170897317","display_name":"Duke University","ror":"https://ror.org/00py81415","country_code":"US","type":"education","lineage":["https://openalex.org/I170897317"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Will Ke Wang","raw_affiliation_strings":["The Departments of Biomedical Engineering and Biostatistics &amp; Bioinformatics, Duke University, Durham, NC 27708, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"The Departments of Biomedical Engineering and Biostatistics &amp; Bioinformatics, Duke University, Durham, NC 27708, USA","institution_ids":["https://openalex.org/I170897317"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074627930","display_name":"Brinnae Bent","orcid":"https://orcid.org/0000-0002-7039-0177"},"institutions":[{"id":"https://openalex.org/I170897317","display_name":"Duke University","ror":"https://ror.org/00py81415","country_code":"US","type":"education","lineage":["https://openalex.org/I170897317"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Brinnae Bent","raw_affiliation_strings":["The Departments of Biomedical Engineering and Biostatistics &amp; Bioinformatics, Duke University, Durham, NC 27708, USA"],"raw_orcid":"https://orcid.org/0000-0002-7039-0177","affiliations":[{"raw_affiliation_string":"The Departments of Biomedical Engineering and Biostatistics &amp; Bioinformatics, Duke University, Durham, NC 27708, USA","institution_ids":["https://openalex.org/I170897317"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5091491813","display_name":"Robert Avram","orcid":"https://orcid.org/0000-0002-8490-0270"},"institutions":[{"id":"https://openalex.org/I180670191","display_name":"University of California, San Francisco","ror":"https://ror.org/043mz5j54","country_code":"US","type":"education","lineage":["https://openalex.org/I180670191"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Robert Avram","raw_affiliation_strings":["The Division of Cardiology and the Cardiovascular Research Institute, University of California San Francisco, San Francisco, CA 94143, USA"],"raw_orcid":"https://orcid.org/0000-0002-8490-0270","affiliations":[{"raw_affiliation_string":"The Division of Cardiology and the Cardiovascular Research Institute, University of California San Francisco, San Francisco, CA 94143, USA","institution_ids":["https://openalex.org/I180670191"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073159182","display_name":"Jeffrey E. Olgin","orcid":"https://orcid.org/0000-0003-1684-9327"},"institutions":[{"id":"https://openalex.org/I180670191","display_name":"University of California, San Francisco","ror":"https://ror.org/043mz5j54","country_code":"US","type":"education","lineage":["https://openalex.org/I180670191"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jeffrey Olgin","raw_affiliation_strings":["The Division of Cardiology and the Cardiovascular Research Institute, University of California San Francisco, San Francisco, CA 94143, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"The Division of Cardiology and the Cardiovascular Research Institute, University of California San Francisco, San Francisco, CA 94143, USA","institution_ids":["https://openalex.org/I180670191"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5005786784","display_name":"Jessilyn Dunn","orcid":"https://orcid.org/0000-0002-3241-8183"},"institutions":[{"id":"https://openalex.org/I170897317","display_name":"Duke University","ror":"https://ror.org/00py81415","country_code":"US","type":"education","lineage":["https://openalex.org/I170897317"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Jessilyn Dunn","raw_affiliation_strings":["The Departments of Biomedical Engineering and Biostatistics &amp; Bioinformatics, Duke University, Durham, NC 27708, USA"],"raw_orcid":"https://orcid.org/0000-0002-3241-8183","affiliations":[{"raw_affiliation_string":"The Departments of Biomedical Engineering and Biostatistics &amp; Bioinformatics, Duke University, Durham, NC 27708, USA","institution_ids":["https://openalex.org/I170897317"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5005786784"],"corresponding_institution_ids":["https://openalex.org/I170897317"],"apc_list":{"value":2400,"currency":"CHF","value_usd":2598},"apc_paid":{"value":2400,"currency":"CHF","value_usd":2598},"fwci":4.8946,"has_fulltext":true,"cited_by_count":62,"citation_normalized_percentile":{"value":0.95951848,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":100},"biblio":{"volume":"20","issue":"9","first_page":"2700","last_page":"2700"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12205","display_name":"Time Series Analysis and Forecasting","score":0.9994000196456909,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/T12205","display_name":"Time Series Analysis and Forecasting","score":0.9994000196456909,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/T11309","display_name":"Music and Audio Processing","score":0.9977999925613403,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/T11667","display_name":"Advanced Chemical Sensor Technologies","score":0.9873999953269958,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/dynamic-time-warping","display_name":"Dynamic time warping","score":0.9674541354179382},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7342762351036072},{"id":"https://openalex.org/keywords/sampling","display_name":"Sampling (signal processing)","score":0.5545625686645508},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.5408859848976135},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.5301939845085144},{"id":"https://openalex.org/keywords/signal","display_name":"SIGNAL (programming language)","score":0.5182557106018066},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.49366864562034607},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.49167782068252563},{"id":"https://openalex.org/keywords/modal","display_name":"Modal","score":0.46591711044311523},{"id":"https://openalex.org/keywords/sequence","display_name":"Sequence (biology)","score":0.4613066017627716},{"id":"https://openalex.org/keywords/matching","display_name":"Matching (statistics)","score":0.44401851296424866},{"id":"https://openalex.org/keywords/path","display_name":"Path (computing)","score":0.43903791904449463},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.37173202633857727},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.2248624563217163},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1368456482887268},{"id":"https://openalex.org/keywords/filter","display_name":"Filter (signal processing)","score":0.07795965671539307}],"concepts":[{"id":"https://openalex.org/C88516994","wikidata":"https://www.wikidata.org/wiki/Q1268863","display_name":"Dynamic time warping","level":2,"score":0.9674541354179382},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7342762351036072},{"id":"https://openalex.org/C140779682","wikidata":"https://www.wikidata.org/wiki/Q210868","display_name":"Sampling (signal processing)","level":3,"score":0.5545625686645508},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.5408859848976135},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.5301939845085144},{"id":"https://openalex.org/C2779843651","wikidata":"https://www.wikidata.org/wiki/Q7390335","display_name":"SIGNAL (programming language)","level":2,"score":0.5182557106018066},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.49366864562034607},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.49167782068252563},{"id":"https://openalex.org/C71139939","wikidata":"https://www.wikidata.org/wiki/Q910194","display_name":"Modal","level":2,"score":0.46591711044311523},{"id":"https://openalex.org/C2778112365","wikidata":"https://www.wikidata.org/wiki/Q3511065","display_name":"Sequence (biology)","level":2,"score":0.4613066017627716},{"id":"https://openalex.org/C165064840","wikidata":"https://www.wikidata.org/wiki/Q1321061","display_name":"Matching (statistics)","level":2,"score":0.44401851296424866},{"id":"https://openalex.org/C2777735758","wikidata":"https://www.wikidata.org/wiki/Q817765","display_name":"Path (computing)","level":2,"score":0.43903791904449463},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.37173202633857727},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.2248624563217163},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1368456482887268},{"id":"https://openalex.org/C106131492","wikidata":"https://www.wikidata.org/wiki/Q3072260","display_name":"Filter (signal processing)","level":2,"score":0.07795965671539307},{"id":"https://openalex.org/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","level":1,"score":0.0},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"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/C188027245","wikidata":"https://www.wikidata.org/wiki/Q750446","display_name":"Polymer chemistry","level":1,"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":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D013995","descriptor_name":"Time","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D013995","descriptor_name":"Time","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D013995","descriptor_name":"Time","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D020811","descriptor_name":"Biomedical Technology","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D020811","descriptor_name":"Biomedical Technology","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D020811","descriptor_name":"Biomedical Technology","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true}],"locations_count":8,"locations":[{"id":"doi:10.3390/s20092700","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s20092700","pdf_url":"https://www.mdpi.com/1424-8220/20/9/2700/pdf?version=1589263257","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:32397421","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/32397421","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:ef63b9d738e24fe99758c39e475551e7","is_oa":true,"landing_page_url":"https://doaj.org/article/ef63b9d738e24fe99758c39e475551e7","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 20, Iss 9, p 2700 (2020)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/1424-8220/20/9/2700/","is_oa":true,"landing_page_url":"http://dx.doi.org/10.3390/s20092700","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"},{"id":"pmh:oai:pubmedcentral.nih.gov:7273204","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/7273204","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Sensors (Basel)","raw_type":"Text"},{"id":"doi:10.5281/zenodo.20752935","is_oa":true,"landing_page_url":"https://doi.org/10.5281/zenodo.20752935","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"ComputationalNotebook"},{"id":"doi:10.5281/zenodo.20752936","is_oa":true,"landing_page_url":"https://doi.org/10.5281/zenodo.20752936","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"ComputationalNotebook"},{"id":"doi:10.5281/zenodo.20801711","is_oa":true,"landing_page_url":"https://doi.org/10.5281/zenodo.20801711","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"ComputationalNotebook"}],"best_oa_location":{"id":"doi:10.3390/s20092700","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s20092700","pdf_url":"https://www.mdpi.com/1424-8220/20/9/2700/pdf?version=1589263257","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":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3021467568.pdf","grobid_xml":"https://content.openalex.org/works/W3021467568.grobid-xml"},"referenced_works_count":19,"referenced_works":["https://openalex.org/W116902681","https://openalex.org/W1534304300","https://openalex.org/W1983230536","https://openalex.org/W1989029988","https://openalex.org/W1989417520","https://openalex.org/W2080761477","https://openalex.org/W2099302229","https://openalex.org/W2128160875","https://openalex.org/W2137089646","https://openalex.org/W2139106564","https://openalex.org/W2149354205","https://openalex.org/W2410961113","https://openalex.org/W2754439048","https://openalex.org/W2756147069","https://openalex.org/W2792289951","https://openalex.org/W2963642716","https://openalex.org/W2991765348","https://openalex.org/W3005348902","https://openalex.org/W3037972180"],"related_works":["https://openalex.org/W2341338763","https://openalex.org/W2950183183","https://openalex.org/W2030799363","https://openalex.org/W2032415964","https://openalex.org/W2288425735","https://openalex.org/W2349923317","https://openalex.org/W2894081631","https://openalex.org/W2986063033","https://openalex.org/W2978114332","https://openalex.org/W2040439981"],"abstract_inverted_index":{"The":[0],"dynamic":[1,59],"time":[2,20],"warping":[3],"(DTW)":[4],"algorithm":[5,87],"is":[6,70],"widely":[7],"used":[8],"in":[9,146,168],"pattern":[10],"matching":[11,101],"and":[12,19,58,102,115,122,126,175],"sequence":[13,104],"alignment":[14,78,124,161,173,180],"tasks,":[15],"including":[16],"speech":[17],"recognition":[18],"series":[21],"clustering.":[22],"However,":[23],"DTW":[24,41,86,133,157],"algorithms":[25,158],"perform":[26],"poorly":[27],"when":[28],"aligning":[29,47],"sequences":[30],"of":[31,79,130,139,162,170,177],"uneven":[32],"sampling":[33,60,166],"frequencies.":[34,61],"This":[35],"makes":[36],"it":[37,69],"difficult":[38],"to":[39,42,72,120,127,148],"apply":[40],"practical":[43],"problems,":[44],"such":[45,80],"as":[46,97],"signals":[48,145,163],"that":[49],"are":[50],"recorded":[51],"simultaneously":[52],"by":[53],"sensors":[54],"with":[55,164],"different,":[56],"uneven,":[57],"As":[62],"multi-modal":[63,151],"sensing":[64],"technologies":[65],"become":[66],"increasingly":[67],"popular,":[68],"necessary":[71],"develop":[73],"methods":[74],"for":[75,99,159],"high":[76],"quality":[77,125],"signals.":[81,153],"Here":[82],"we":[83],"propose":[84],"a":[85],"called":[88],"EventDTW":[89,154],"which":[90],"uses":[91],"information":[92],"propagated":[93],"from":[94],"defined":[95],"events":[96],"basis":[98],"path":[100],"hence":[103],"alignment.":[105],"We":[106,135],"have":[107],"developed":[108],"two":[109],"metrics,":[110],"the":[111,116,137],"error":[112],"rate":[113],"(ER)":[114],"singularity":[117],"score":[118],"(SS),":[119],"define":[121],"evaluate":[123],"enable":[128],"comparison":[129],"performance":[131],"across":[132],"algorithms.":[134],"demonstrate":[136],"utility":[138],"these":[140],"metrics":[141],"on":[142],"84":[143],"publicly-available":[144],"addition":[147],"our":[149],"own":[150],"biomedical":[152],"outperformed":[155],"existing":[156],"optimal":[160],"different":[165],"frequencies":[167],"37%":[169],"artificial":[171],"signal":[172,179],"tasks":[174],"76%":[176],"real-world":[178],"tasks.":[181]},"counts_by_year":[{"year":2026,"cited_by_count":5},{"year":2025,"cited_by_count":12},{"year":2024,"cited_by_count":11},{"year":2023,"cited_by_count":8},{"year":2022,"cited_by_count":16},{"year":2021,"cited_by_count":9},{"year":2020,"cited_by_count":1}],"updated_date":"2026-07-17T09:13:05.818461","created_date":"2025-10-10T00:00:00"}
