{"id":"https://openalex.org/W1692308832","doi":"https://doi.org/10.1007/s10115-015-0881-0","title":"Comparison of different weighting schemes for the kNN classifier on time-series data","display_name":"Comparison of different weighting schemes for the kNN classifier on time-series data","publication_year":2015,"publication_date":"2015-09-25","ids":{"openalex":"https://openalex.org/W1692308832","doi":"https://doi.org/10.1007/s10115-015-0881-0","mag":"1692308832"},"language":"en","primary_location":{"id":"doi:10.1007/s10115-015-0881-0","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10115-015-0881-0","pdf_url":null,"source":{"id":"https://openalex.org/S81770430","display_name":"Knowledge and Information Systems","issn_l":"0219-1377","issn":["0219-1377","0219-3116"],"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":"Knowledge and Information Systems","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/A5073196795","display_name":"Zoltan Geler","orcid":"https://orcid.org/0000-0003-1853-4740"},"institutions":[{"id":"https://openalex.org/I170726198","display_name":"University of Novi Sad","ror":"https://ror.org/00xa57a59","country_code":"RS","type":"education","lineage":["https://openalex.org/I170726198"]}],"countries":["RS"],"is_corresponding":true,"raw_author_name":"Zoltan Geler","raw_affiliation_strings":["Department of Media Studies, Faculty of Philosophy, University of Novi Sad, Dr Zorana \u0189in\u0111i\u0107a 2, 21000, Novi Sad, Serbia","Department of Media Studies, Faculty of Philosophy, University of Novi Sad, Novi Sad, Serbia 21000#TAB#"],"affiliations":[{"raw_affiliation_string":"Department of Media Studies, Faculty of Philosophy, University of Novi Sad, Dr Zorana \u0189in\u0111i\u0107a 2, 21000, Novi Sad, Serbia","institution_ids":["https://openalex.org/I170726198"]},{"raw_affiliation_string":"Department of Media Studies, Faculty of Philosophy, University of Novi Sad, Novi Sad, Serbia 21000#TAB#","institution_ids":["https://openalex.org/I170726198"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076546650","display_name":"Vladimir Kurbalija","orcid":"https://orcid.org/0000-0002-9599-4495"},"institutions":[{"id":"https://openalex.org/I170726198","display_name":"University of Novi Sad","ror":"https://ror.org/00xa57a59","country_code":"RS","type":"education","lineage":["https://openalex.org/I170726198"]}],"countries":["RS"],"is_corresponding":false,"raw_author_name":"Vladimir Kurbalija","raw_affiliation_strings":["Department of Mathematics and Informatics, Faculty of Sciences, University of Novi Sad, Trg D. Obradovi\u0107a 4, 21000, Novi Sad, Serbia","Department of Mathematics and Informatics, Faculty of Sciences, University of Novi Sad, Novi Sad, Serbia 21000#TAB#"],"affiliations":[{"raw_affiliation_string":"Department of Mathematics and Informatics, Faculty of Sciences, University of Novi Sad, Trg D. Obradovi\u0107a 4, 21000, Novi Sad, Serbia","institution_ids":["https://openalex.org/I170726198"]},{"raw_affiliation_string":"Department of Mathematics and Informatics, Faculty of Sciences, University of Novi Sad, Novi Sad, Serbia 21000#TAB#","institution_ids":["https://openalex.org/I170726198"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5025192310","display_name":"Milo\u0161 Radovanovi\u0107","orcid":"https://orcid.org/0000-0003-2225-7803"},"institutions":[{"id":"https://openalex.org/I170726198","display_name":"University of Novi Sad","ror":"https://ror.org/00xa57a59","country_code":"RS","type":"education","lineage":["https://openalex.org/I170726198"]}],"countries":["RS"],"is_corresponding":false,"raw_author_name":"Milo\u0161 Radovanovi\u0107","raw_affiliation_strings":["Department of Mathematics and Informatics, Faculty of Sciences, University of Novi Sad, Trg D. Obradovi\u0107a 4, 21000, Novi Sad, Serbia","Department of Mathematics and Informatics, Faculty of Sciences, University of Novi Sad, Novi Sad, Serbia 21000#TAB#"],"affiliations":[{"raw_affiliation_string":"Department of Mathematics and Informatics, Faculty of Sciences, University of Novi Sad, Trg D. Obradovi\u0107a 4, 21000, Novi Sad, Serbia","institution_ids":["https://openalex.org/I170726198"]},{"raw_affiliation_string":"Department of Mathematics and Informatics, Faculty of Sciences, University of Novi Sad, Novi Sad, Serbia 21000#TAB#","institution_ids":["https://openalex.org/I170726198"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5000856508","display_name":"Mirjana Ivanovi\u0107","orcid":"https://orcid.org/0000-0003-1946-0384"},"institutions":[{"id":"https://openalex.org/I170726198","display_name":"University of Novi Sad","ror":"https://ror.org/00xa57a59","country_code":"RS","type":"education","lineage":["https://openalex.org/I170726198"]}],"countries":["RS"],"is_corresponding":false,"raw_author_name":"Mirjana Ivanovi\u0107","raw_affiliation_strings":["Department of Mathematics and Informatics, Faculty of Sciences, University of Novi Sad, Trg D. Obradovi\u0107a 4, 21000, Novi Sad, Serbia","Department of Mathematics and Informatics, Faculty of Sciences, University of Novi Sad, Novi Sad, Serbia 21000#TAB#"],"affiliations":[{"raw_affiliation_string":"Department of Mathematics and Informatics, Faculty of Sciences, University of Novi Sad, Trg D. Obradovi\u0107a 4, 21000, Novi Sad, Serbia","institution_ids":["https://openalex.org/I170726198"]},{"raw_affiliation_string":"Department of Mathematics and Informatics, Faculty of Sciences, University of Novi Sad, Novi Sad, Serbia 21000#TAB#","institution_ids":["https://openalex.org/I170726198"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5073196795"],"corresponding_institution_ids":["https://openalex.org/I170726198"],"apc_list":{"value":2290,"currency":"EUR","value_usd":2890},"apc_paid":null,"fwci":2.8951,"has_fulltext":false,"cited_by_count":53,"citation_normalized_percentile":{"value":0.91293819,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":"48","issue":"2","first_page":"331","last_page":"378"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12205","display_name":"Time Series Analysis and Forecasting","score":0.9998999834060669,"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":0.9998999834060669,"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/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9839000105857849,"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"}},{"id":"https://openalex.org/T11106","display_name":"Data Management and Algorithms","score":0.9750000238418579,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/dynamic-time-warping","display_name":"Dynamic time warping","score":0.8008389472961426},{"id":"https://openalex.org/keywords/euclidean-distance","display_name":"Euclidean distance","score":0.7079612016677856},{"id":"https://openalex.org/keywords/k-nearest-neighbors-algorithm","display_name":"k-nearest neighbors algorithm","score":0.6724436283111572},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.654468297958374},{"id":"https://openalex.org/keywords/weighting","display_name":"Weighting","score":0.6378962993621826},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6119457483291626},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5751641988754272},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.554594874382019},{"id":"https://openalex.org/keywords/distance-measures","display_name":"Distance measures","score":0.5187768936157227},{"id":"https://openalex.org/keywords/subsequence","display_name":"Subsequence","score":0.5003211498260498},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.47078555822372437},{"id":"https://openalex.org/keywords/nearest-neighbor-search","display_name":"Nearest neighbor search","score":0.41498705744743347},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3330156207084656},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.3191674053668976}],"concepts":[{"id":"https://openalex.org/C88516994","wikidata":"https://www.wikidata.org/wiki/Q1268863","display_name":"Dynamic time warping","level":2,"score":0.8008389472961426},{"id":"https://openalex.org/C120174047","wikidata":"https://www.wikidata.org/wiki/Q847073","display_name":"Euclidean distance","level":2,"score":0.7079612016677856},{"id":"https://openalex.org/C113238511","wikidata":"https://www.wikidata.org/wiki/Q1071612","display_name":"k-nearest neighbors algorithm","level":2,"score":0.6724436283111572},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.654468297958374},{"id":"https://openalex.org/C183115368","wikidata":"https://www.wikidata.org/wiki/Q856577","display_name":"Weighting","level":2,"score":0.6378962993621826},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6119457483291626},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5751641988754272},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.554594874382019},{"id":"https://openalex.org/C2639959","wikidata":"https://www.wikidata.org/wiki/Q1344778","display_name":"Distance measures","level":2,"score":0.5187768936157227},{"id":"https://openalex.org/C137877099","wikidata":"https://www.wikidata.org/wiki/Q1332977","display_name":"Subsequence","level":3,"score":0.5003211498260498},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.47078555822372437},{"id":"https://openalex.org/C116738811","wikidata":"https://www.wikidata.org/wiki/Q608751","display_name":"Nearest neighbor search","level":2,"score":0.41498705744743347},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3330156207084656},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.3191674053668976},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C34388435","wikidata":"https://www.wikidata.org/wiki/Q2267362","display_name":"Bounded function","level":2,"score":0.0},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.0},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s10115-015-0881-0","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10115-015-0881-0","pdf_url":null,"source":{"id":"https://openalex.org/S81770430","display_name":"Knowledge and Information Systems","issn_l":"0219-1377","issn":["0219-1377","0219-3116"],"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":"Knowledge and Information Systems","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/16","score":0.8399999737739563,"display_name":"Peace, Justice and strong institutions"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":69,"referenced_works":["https://openalex.org/W23072876","https://openalex.org/W34667995","https://openalex.org/W67158865","https://openalex.org/W96651161","https://openalex.org/W116902681","https://openalex.org/W140867740","https://openalex.org/W1490818698","https://openalex.org/W1499049447","https://openalex.org/W1505652334","https://openalex.org/W1545349606","https://openalex.org/W1562291184","https://openalex.org/W1565746575","https://openalex.org/W1597504361","https://openalex.org/W1631913055","https://openalex.org/W1661072138","https://openalex.org/W1673075472","https://openalex.org/W1785040910","https://openalex.org/W1873332500","https://openalex.org/W1967320885","https://openalex.org/W1973366456","https://openalex.org/W1976304167","https://openalex.org/W2001103857","https://openalex.org/W2008348094","https://openalex.org/W2011995743","https://openalex.org/W2020271151","https://openalex.org/W2021180533","https://openalex.org/W2024300411","https://openalex.org/W2026446686","https://openalex.org/W2029438113","https://openalex.org/W2030863907","https://openalex.org/W2039260438","https://openalex.org/W2047010542","https://openalex.org/W2049736842","https://openalex.org/W2054079656","https://openalex.org/W2067808862","https://openalex.org/W2072825576","https://openalex.org/W2076879185","https://openalex.org/W2081028405","https://openalex.org/W2091921805","https://openalex.org/W2092142061","https://openalex.org/W2098759488","https://openalex.org/W2108447256","https://openalex.org/W2108625421","https://openalex.org/W2118371392","https://openalex.org/W2122111042","https://openalex.org/W2128061541","https://openalex.org/W2128160875","https://openalex.org/W2128967345","https://openalex.org/W2130695501","https://openalex.org/W2134155890","https://openalex.org/W2137089646","https://openalex.org/W2139135490","https://openalex.org/W2140190241","https://openalex.org/W2142827986","https://openalex.org/W2143325592","https://openalex.org/W2147880780","https://openalex.org/W2156866054","https://openalex.org/W2157133710","https://openalex.org/W2166488058","https://openalex.org/W2169284845","https://openalex.org/W2216928620","https://openalex.org/W2613161123","https://openalex.org/W2747485148","https://openalex.org/W2798056406","https://openalex.org/W3120740533","https://openalex.org/W4206209869","https://openalex.org/W4229599368","https://openalex.org/W4249762498","https://openalex.org/W4285719527"],"related_works":["https://openalex.org/W2263302838","https://openalex.org/W1540231773","https://openalex.org/W1969441054","https://openalex.org/W2052451333","https://openalex.org/W2128267565","https://openalex.org/W2372261312","https://openalex.org/W4226216126","https://openalex.org/W2145343266","https://openalex.org/W2432484786","https://openalex.org/W1692308832"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":6},{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":8},{"year":2022,"cited_by_count":5},{"year":2021,"cited_by_count":11},{"year":2020,"cited_by_count":6},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":4},{"year":2017,"cited_by_count":3},{"year":2016,"cited_by_count":3}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
