{"id":"https://openalex.org/W4360604753","doi":"https://doi.org/10.1109/icaiic57133.2023.10066966","title":"Clustering of Photoplethysmography Data Signals for Developing Noise Filters","display_name":"Clustering of Photoplethysmography Data Signals for Developing Noise Filters","publication_year":2023,"publication_date":"2023-02-20","ids":{"openalex":"https://openalex.org/W4360604753","doi":"https://doi.org/10.1109/icaiic57133.2023.10066966"},"language":"en","primary_location":{"id":"doi:10.1109/icaiic57133.2023.10066966","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icaiic57133.2023.10066966","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 International Conference on Artificial Intelligence in Information and Communication (ICAIIC)","raw_type":"proceedings-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/A5076709732","display_name":"Rifqi Abdillah","orcid":null},"institutions":[{"id":"https://openalex.org/I166843116","display_name":"Sepuluh Nopember Institute of Technology","ror":"https://ror.org/05kbmmt89","country_code":"ID","type":"education","lineage":["https://openalex.org/I166843116"]}],"countries":["ID"],"is_corresponding":true,"raw_author_name":"Rifqi Abdillah","raw_affiliation_strings":["Faculty of Intelligent Electrical and Informatics Technology Institut Teknologi Sepuluh Nopember,Department of Informatics,Surabaya,Indonesia","Department of Informatics, Faculty of Intelligent Electrical and Informatics Technology Institut Teknologi Sepuluh Nopember, Surabaya, Indonesia"],"affiliations":[{"raw_affiliation_string":"Faculty of Intelligent Electrical and Informatics Technology Institut Teknologi Sepuluh Nopember,Department of Informatics,Surabaya,Indonesia","institution_ids":["https://openalex.org/I166843116"]},{"raw_affiliation_string":"Department of Informatics, Faculty of Intelligent Electrical and Informatics Technology Institut Teknologi Sepuluh Nopember, Surabaya, Indonesia","institution_ids":["https://openalex.org/I166843116"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000266116","display_name":"Riyanarto Sarno","orcid":"https://orcid.org/0000-0001-5373-660X"},"institutions":[{"id":"https://openalex.org/I166843116","display_name":"Sepuluh Nopember Institute of Technology","ror":"https://ror.org/05kbmmt89","country_code":"ID","type":"education","lineage":["https://openalex.org/I166843116"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"Riyanarto Sarno","raw_affiliation_strings":["Faculty of Intelligent Electrical and Informatics Technology Institut Teknologi Sepuluh Nopember,Department of Informatics,Surabaya,Indonesia","Department of Informatics, Faculty of Intelligent Electrical and Informatics Technology Institut Teknologi Sepuluh Nopember, Surabaya, Indonesia"],"affiliations":[{"raw_affiliation_string":"Faculty of Intelligent Electrical and Informatics Technology Institut Teknologi Sepuluh Nopember,Department of Informatics,Surabaya,Indonesia","institution_ids":["https://openalex.org/I166843116"]},{"raw_affiliation_string":"Department of Informatics, Faculty of Intelligent Electrical and Informatics Technology Institut Teknologi Sepuluh Nopember, Surabaya, Indonesia","institution_ids":["https://openalex.org/I166843116"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073861235","display_name":"Taufiq Choirul Amri","orcid":"https://orcid.org/0009-0006-2474-6650"},"institutions":[{"id":"https://openalex.org/I166843116","display_name":"Sepuluh Nopember Institute of Technology","ror":"https://ror.org/05kbmmt89","country_code":"ID","type":"education","lineage":["https://openalex.org/I166843116"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"Taufiq Choirul Amri","raw_affiliation_strings":["Faculty of Intelligent Electrical and Informatics Technology Institut Teknologi Sepuluh Nopember,Department of Informatics,Surabaya,Indonesia","Department of Informatics, Faculty of Intelligent Electrical and Informatics Technology Institut Teknologi Sepuluh Nopember, Surabaya, Indonesia"],"affiliations":[{"raw_affiliation_string":"Faculty of Intelligent Electrical and Informatics Technology Institut Teknologi Sepuluh Nopember,Department of Informatics,Surabaya,Indonesia","institution_ids":["https://openalex.org/I166843116"]},{"raw_affiliation_string":"Department of Informatics, Faculty of Intelligent Electrical and Informatics Technology Institut Teknologi Sepuluh Nopember, Surabaya, Indonesia","institution_ids":["https://openalex.org/I166843116"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062476662","display_name":"Faris Atoil Haq","orcid":null},"institutions":[{"id":"https://openalex.org/I166843116","display_name":"Sepuluh Nopember Institute of Technology","ror":"https://ror.org/05kbmmt89","country_code":"ID","type":"education","lineage":["https://openalex.org/I166843116"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"Faris Atoil Haq","raw_affiliation_strings":["Faculty of Intelligent Electrical and Informatics Technology Institut Teknologi Sepuluh Nopember,Department of Informatics,Surabaya,Indonesia","Department of Informatics, Faculty of Intelligent Electrical and Informatics Technology Institut Teknologi Sepuluh Nopember, Surabaya, Indonesia"],"affiliations":[{"raw_affiliation_string":"Faculty of Intelligent Electrical and Informatics Technology Institut Teknologi Sepuluh Nopember,Department of Informatics,Surabaya,Indonesia","institution_ids":["https://openalex.org/I166843116"]},{"raw_affiliation_string":"Department of Informatics, Faculty of Intelligent Electrical and Informatics Technology Institut Teknologi Sepuluh Nopember, Surabaya, Indonesia","institution_ids":["https://openalex.org/I166843116"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027955524","display_name":"Kelly Rossa Sungkono","orcid":"https://orcid.org/0000-0003-3030-3566"},"institutions":[{"id":"https://openalex.org/I166843116","display_name":"Sepuluh Nopember Institute of Technology","ror":"https://ror.org/05kbmmt89","country_code":"ID","type":"education","lineage":["https://openalex.org/I166843116"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"Kelly Rossa Sungkono","raw_affiliation_strings":["Faculty of Intelligent Electrical and Informatics Technology Institut Teknologi Sepuluh Nopember,Department of Informatics,Surabaya,Indonesia","Department of Informatics, Faculty of Intelligent Electrical and Informatics Technology Institut Teknologi Sepuluh Nopember, Surabaya, Indonesia"],"affiliations":[{"raw_affiliation_string":"Faculty of Intelligent Electrical and Informatics Technology Institut Teknologi Sepuluh Nopember,Department of Informatics,Surabaya,Indonesia","institution_ids":["https://openalex.org/I166843116"]},{"raw_affiliation_string":"Department of Informatics, Faculty of Intelligent Electrical and Informatics Technology Institut Teknologi Sepuluh Nopember, Surabaya, Indonesia","institution_ids":["https://openalex.org/I166843116"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5086046690","display_name":"Dwi Sunaryono","orcid":"https://orcid.org/0000-0001-9925-9263"},"institutions":[{"id":"https://openalex.org/I166843116","display_name":"Sepuluh Nopember Institute of Technology","ror":"https://ror.org/05kbmmt89","country_code":"ID","type":"education","lineage":["https://openalex.org/I166843116"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"Dwi Sunaryono","raw_affiliation_strings":["Faculty of Intelligent Electrical and Informatics Technology Institut Teknologi Sepuluh Nopember,Department of Informatics,Surabaya,Indonesia","Department of Informatics, Faculty of Intelligent Electrical and Informatics Technology Institut Teknologi Sepuluh Nopember, Surabaya, Indonesia"],"affiliations":[{"raw_affiliation_string":"Faculty of Intelligent Electrical and Informatics Technology Institut Teknologi Sepuluh Nopember,Department of Informatics,Surabaya,Indonesia","institution_ids":["https://openalex.org/I166843116"]},{"raw_affiliation_string":"Department of Informatics, Faculty of Intelligent Electrical and Informatics Technology Institut Teknologi Sepuluh Nopember, Surabaya, Indonesia","institution_ids":["https://openalex.org/I166843116"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5076709732"],"corresponding_institution_ids":["https://openalex.org/I166843116"],"apc_list":null,"apc_paid":null,"fwci":0.2248,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.45442612,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"303","last_page":"308"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11196","display_name":"Non-Invasive Vital Sign Monitoring","score":0.9998000264167786,"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":0.9998000264167786,"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/T11021","display_name":"ECG Monitoring and Analysis","score":0.9812999963760376,"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":0.9700999855995178,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/noise","display_name":"Noise (video)","score":0.6811290979385376},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6466134190559387},{"id":"https://openalex.org/keywords/photoplethysmogram","display_name":"Photoplethysmogram","score":0.5701836347579956},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.534249484539032},{"id":"https://openalex.org/keywords/filter","display_name":"Filter (signal processing)","score":0.526738166809082},{"id":"https://openalex.org/keywords/signal-to-noise-ratio","display_name":"Signal-to-noise ratio (imaging)","score":0.500910758972168},{"id":"https://openalex.org/keywords/signal","display_name":"SIGNAL (programming language)","score":0.4697314500808716},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.46599045395851135},{"id":"https://openalex.org/keywords/median-filter","display_name":"Median filter","score":0.45152747631073},{"id":"https://openalex.org/keywords/matched-filter","display_name":"Matched filter","score":0.4464848041534424},{"id":"https://openalex.org/keywords/noise-measurement","display_name":"Noise measurement","score":0.43731069564819336},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.39446040987968445},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.38165271282196045},{"id":"https://openalex.org/keywords/noise-reduction","display_name":"Noise reduction","score":0.25343459844589233},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.19505462050437927},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.14450803399085999}],"concepts":[{"id":"https://openalex.org/C99498987","wikidata":"https://www.wikidata.org/wiki/Q2210247","display_name":"Noise (video)","level":3,"score":0.6811290979385376},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6466134190559387},{"id":"https://openalex.org/C116390426","wikidata":"https://www.wikidata.org/wiki/Q7187885","display_name":"Photoplethysmogram","level":3,"score":0.5701836347579956},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.534249484539032},{"id":"https://openalex.org/C106131492","wikidata":"https://www.wikidata.org/wiki/Q3072260","display_name":"Filter (signal processing)","level":2,"score":0.526738166809082},{"id":"https://openalex.org/C13944312","wikidata":"https://www.wikidata.org/wiki/Q7512748","display_name":"Signal-to-noise ratio (imaging)","level":2,"score":0.500910758972168},{"id":"https://openalex.org/C2779843651","wikidata":"https://www.wikidata.org/wiki/Q7390335","display_name":"SIGNAL (programming language)","level":2,"score":0.4697314500808716},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.46599045395851135},{"id":"https://openalex.org/C55352655","wikidata":"https://www.wikidata.org/wiki/Q304247","display_name":"Median filter","level":4,"score":0.45152747631073},{"id":"https://openalex.org/C50151734","wikidata":"https://www.wikidata.org/wiki/Q1759577","display_name":"Matched filter","level":3,"score":0.4464848041534424},{"id":"https://openalex.org/C29265498","wikidata":"https://www.wikidata.org/wiki/Q7047719","display_name":"Noise measurement","level":3,"score":0.43731069564819336},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.39446040987968445},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.38165271282196045},{"id":"https://openalex.org/C163294075","wikidata":"https://www.wikidata.org/wiki/Q581861","display_name":"Noise reduction","level":2,"score":0.25343459844589233},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.19505462050437927},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.14450803399085999},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.0},{"id":"https://openalex.org/C9417928","wikidata":"https://www.wikidata.org/wiki/Q1070689","display_name":"Image processing","level":3,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icaiic57133.2023.10066966","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icaiic57133.2023.10066966","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 International Conference on Artificial Intelligence in Information and Communication (ICAIIC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":17,"referenced_works":["https://openalex.org/W165024466","https://openalex.org/W1994998558","https://openalex.org/W2114109116","https://openalex.org/W2164993323","https://openalex.org/W2553610165","https://openalex.org/W2558201223","https://openalex.org/W2718151190","https://openalex.org/W2789412476","https://openalex.org/W2802068140","https://openalex.org/W2943541732","https://openalex.org/W3019913914","https://openalex.org/W3194813201","https://openalex.org/W3205108302","https://openalex.org/W3215724944","https://openalex.org/W4200618120","https://openalex.org/W4221046992","https://openalex.org/W4307721332"],"related_works":["https://openalex.org/W2732360296","https://openalex.org/W1994871954","https://openalex.org/W4297152434","https://openalex.org/W2019621696","https://openalex.org/W2109303404","https://openalex.org/W2811019791","https://openalex.org/W2171934413","https://openalex.org/W4320929564","https://openalex.org/W1994990757","https://openalex.org/W1520050595"],"abstract_inverted_index":{"This":[0,70,118],"paper":[1,119],"aims":[2],"to":[3,74,78,123,167,216,228],"evaluate":[4],"Photoplethysmography":[5],"signals":[6,81,169],"taken":[7,137],"using":[8,153,231],"fingertip":[9],"pulse":[10],"waves":[11],"on":[12,127,171,188,210,219],"human":[13],"fingers":[14],"which":[15,181],"are":[16,82],"generally":[17],"not":[18,30],"all":[19],"in":[20,48,67,83,107,132,138],"good":[21],"condition.":[22],"In":[23],"common":[24],"devices,":[25],"the":[26,54,58,64,68,75,80,84,101,128,133,154,160,185,189,193,200,207,220,232],"data":[27,109,194],"obtained":[28],"does":[29],"only":[31],"contain":[32],"photoplethysmography":[33,76],"signals,":[34],"but":[35],"some":[36],"noise":[37,105,125,131,146,173,217],"also":[38],"contaminates":[39],"it.":[40],"Noise":[41,51,95],"is":[42,110,151,213,224],"an":[43],"unwanted":[44],"ripple-shaped":[45],"signal":[46,49,60,77],"existing":[47],"transmission.":[50],"will":[52],"interfere":[53],"desired":[55],"quality":[56],"of":[57,130,162,199,202,206],"received":[59],"and":[61,112,145,164,226,234],"ultimately":[62],"change":[63],"information":[65],"contained":[66],"signal.":[69,134],"situation":[71],"requires":[72],"improvements":[73],"make":[79],"best":[85],"condition":[86],"so":[87,191],"machine":[88],"learning":[89],"produces":[90],"a":[91,121],"more":[92],"optimal":[93],"output.":[94],"filters":[96],"cannot":[97],"be":[98],"done":[99],"with":[100],"same":[102],"treatment":[103],"because":[104],"level":[106,129,201],"each":[108],"different":[111,115,196],"must":[113],"have":[114,195],"filter":[116,124,186],"weights.":[117],"proposes":[120],"method":[122,157],"based":[126,170,187],"The":[135,148,175,204],"approach":[136,150,177],"this":[139],"study":[140],"uses":[141,178],"two":[142],"stages,":[143],"clustering":[144,152,156],"filtering.":[147],"first":[149],"K-means":[155],"by":[158,183],"utilizing":[159],"coefficient":[161],"variation":[163],"slope":[165],"features":[166],"group":[168],"their":[172],"level.":[174],"second":[176],"exponential":[179],"filtering,":[180],"performs":[182],"weighting":[184],"cluster":[190],"that":[192],"adjustments":[197],"ratio":[198,209,218],"smoothing.":[203],"result":[205],"signal-to-noise":[208],"Non-filtered":[211],"Data":[212],"181.49.":[214],"Signal":[215],"Constant":[221],"Weighted":[222,235],"Filter":[223,236],"183.79":[225],"increases":[227],"187.48":[229],"after":[230],"Clustered":[233],"method.":[237]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
