{"id":"https://openalex.org/W2792543406","doi":"https://doi.org/10.1007/s11042-018-5762-6","title":"A novel LMS algorithm for ECG signal preprocessing and KNN classifier based abnormality detection","display_name":"A novel LMS algorithm for ECG signal preprocessing and KNN classifier based abnormality detection","publication_year":2018,"publication_date":"2018-03-24","ids":{"openalex":"https://openalex.org/W2792543406","doi":"https://doi.org/10.1007/s11042-018-5762-6","mag":"2792543406"},"language":"en","primary_location":{"id":"doi:10.1007/s11042-018-5762-6","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s11042-018-5762-6","pdf_url":null,"source":{"id":"https://openalex.org/S110206669","display_name":"Multimedia Tools and Applications","issn_l":"1380-7501","issn":["1380-7501","1573-7721"],"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":"Multimedia Tools 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/A5017683062","display_name":"C. Venkatesan","orcid":null},"institutions":[{"id":"https://openalex.org/I33585257","display_name":"Anna University, Chennai","ror":"https://ror.org/01qhf1r47","country_code":"IN","type":"education","lineage":["https://openalex.org/I33585257"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"C. Venkatesan","raw_affiliation_strings":["Faculty of Information and Communication Engineering, Anna University, Chennai, Tamilnadu, India"],"affiliations":[{"raw_affiliation_string":"Faculty of Information and Communication Engineering, Anna University, Chennai, Tamilnadu, India","institution_ids":["https://openalex.org/I33585257"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039094193","display_name":"P. Karthigaikumar","orcid":null},"institutions":[{"id":"https://openalex.org/I65220239","display_name":"Karpagam Academy of Higher Education","ror":"https://ror.org/00ssvzv66","country_code":"IN","type":"education","lineage":["https://openalex.org/I65220239"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"P. Karthigaikumar","raw_affiliation_strings":["Department of Electronics and Communication Engineering, Karpagam College of Engineering, Coimbatore, Tamilnadu, India"],"affiliations":[{"raw_affiliation_string":"Department of Electronics and Communication Engineering, Karpagam College of Engineering, Coimbatore, Tamilnadu, India","institution_ids":["https://openalex.org/I65220239"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5046906698","display_name":"R. Varatharajan","orcid":null},"institutions":[{"id":"https://openalex.org/I20107917","display_name":"Sri Ramachandra Institute of Higher Education and Research","ror":"https://ror.org/0108gdg43","country_code":"IN","type":"education","lineage":["https://openalex.org/I20107917"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"R. Varatharajan","raw_affiliation_strings":["Department of Electronics and Communication Engineering, Sri Ramanujar Engineering College, Chennai, India"],"affiliations":[{"raw_affiliation_string":"Department of Electronics and Communication Engineering, Sri Ramanujar Engineering College, Chennai, India","institution_ids":["https://openalex.org/I20107917"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5046906698"],"corresponding_institution_ids":["https://openalex.org/I20107917"],"apc_list":null,"apc_paid":null,"fwci":4.613,"has_fulltext":false,"cited_by_count":127,"citation_normalized_percentile":{"value":0.95717992,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":100},"biblio":{"volume":"77","issue":"8","first_page":"10365","last_page":"10374"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11021","display_name":"ECG Monitoring and Analysis","score":1.0,"subfield":{"id":"https://openalex.org/subfields/2705","display_name":"Cardiology and Cardiovascular Medicine"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},"topics":[{"id":"https://openalex.org/T11021","display_name":"ECG Monitoring and Analysis","score":1.0,"subfield":{"id":"https://openalex.org/subfields/2705","display_name":"Cardiology and Cardiovascular Medicine"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.9973000288009644,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T11196","display_name":"Non-Invasive Vital Sign Monitoring","score":0.9911999702453613,"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/computer-science","display_name":"Computer science","score":0.8402407169342041},{"id":"https://openalex.org/keywords/preprocessor","display_name":"Preprocessor","score":0.6511441469192505},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.6259711980819702},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6113241910934448},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.5427290797233582},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.49619966745376587},{"id":"https://openalex.org/keywords/abnormality","display_name":"Abnormality","score":0.4739254415035248},{"id":"https://openalex.org/keywords/adaptive-filter","display_name":"Adaptive filter","score":0.4159150719642639},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.40173181891441345},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.21791037917137146}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8402407169342041},{"id":"https://openalex.org/C34736171","wikidata":"https://www.wikidata.org/wiki/Q918333","display_name":"Preprocessor","level":2,"score":0.6511441469192505},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.6259711980819702},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6113241910934448},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.5427290797233582},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.49619966745376587},{"id":"https://openalex.org/C50965678","wikidata":"https://www.wikidata.org/wiki/Q2724302","display_name":"Abnormality","level":2,"score":0.4739254415035248},{"id":"https://openalex.org/C102248274","wikidata":"https://www.wikidata.org/wiki/Q168388","display_name":"Adaptive filter","level":2,"score":0.4159150719642639},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.40173181891441345},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.21791037917137146},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.0},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s11042-018-5762-6","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s11042-018-5762-6","pdf_url":null,"source":{"id":"https://openalex.org/S110206669","display_name":"Multimedia Tools and Applications","issn_l":"1380-7501","issn":["1380-7501","1573-7721"],"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":"Multimedia Tools and Applications","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":24,"referenced_works":["https://openalex.org/W1497616050","https://openalex.org/W1833921277","https://openalex.org/W1968391315","https://openalex.org/W1972016958","https://openalex.org/W1984794457","https://openalex.org/W1993609051","https://openalex.org/W2045183745","https://openalex.org/W2050759880","https://openalex.org/W2092091037","https://openalex.org/W2098274823","https://openalex.org/W2098847966","https://openalex.org/W2099619765","https://openalex.org/W2100537461","https://openalex.org/W2116031583","https://openalex.org/W2125290998","https://openalex.org/W2126724887","https://openalex.org/W2138303487","https://openalex.org/W2140734229","https://openalex.org/W2146948310","https://openalex.org/W2293623319","https://openalex.org/W2330628066","https://openalex.org/W2770963831","https://openalex.org/W2784762000","https://openalex.org/W4233850261"],"related_works":["https://openalex.org/W4247543202","https://openalex.org/W4243456421","https://openalex.org/W2417397217","https://openalex.org/W2355857550","https://openalex.org/W3093256375","https://openalex.org/W1841421040","https://openalex.org/W2896815346","https://openalex.org/W2095030957","https://openalex.org/W2066827917","https://openalex.org/W2884201223"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":11},{"year":2024,"cited_by_count":13},{"year":2023,"cited_by_count":47},{"year":2022,"cited_by_count":26},{"year":2021,"cited_by_count":11},{"year":2020,"cited_by_count":7},{"year":2019,"cited_by_count":5},{"year":2018,"cited_by_count":4}],"updated_date":"2026-04-02T15:55:50.835912","created_date":"2025-10-10T00:00:00"}
