{"id":"https://openalex.org/W2916371331","doi":"https://doi.org/10.3390/e21020215","title":"The Choice of an Appropriate Information Dissimilarity Measure for Hierarchical Clustering of River Streamflow Time Series, Based on Calculated Lyapunov Exponent and Kolmogorov Measures","display_name":"The Choice of an Appropriate Information Dissimilarity Measure for Hierarchical Clustering of River Streamflow Time Series, Based on Calculated Lyapunov Exponent and Kolmogorov Measures","publication_year":2019,"publication_date":"2019-02-23","ids":{"openalex":"https://openalex.org/W2916371331","doi":"https://doi.org/10.3390/e21020215","mag":"2916371331","pmid":"https://pubmed.ncbi.nlm.nih.gov/33266929"},"language":"en","primary_location":{"id":"doi:10.3390/e21020215","is_oa":true,"landing_page_url":"https://doi.org/10.3390/e21020215","pdf_url":"https://www.mdpi.com/1099-4300/21/2/215/pdf?version=1550913553","source":{"id":"https://openalex.org/S195231649","display_name":"Entropy","issn_l":"1099-4300","issn":["1099-4300"],"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":"Entropy","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/1099-4300/21/2/215/pdf?version=1550913553","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5106029470","display_name":"Dragutin T. Mihailovi\u0107","orcid":"https://orcid.org/0000-0002-8380-1844"},"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":"Dragutin T. Mihailovi\u0107","raw_affiliation_strings":["Faculty of Agriculture, University of Novi Sad, Dositej Obradovic Sq. 8, 21000 Novi Sad, Serbia"],"raw_orcid":"https://orcid.org/0000-0002-8380-1844","affiliations":[{"raw_affiliation_string":"Faculty of Agriculture, University of Novi Sad, Dositej Obradovic Sq. 8, 21000 Novi Sad, Serbia","institution_ids":["https://openalex.org/I170726198"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5055039231","display_name":"Emilija Nikoli\u0107-\u00d0ori\u0107","orcid":"https://orcid.org/0000-0003-3661-3258"},"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":"Emilija Nikoli\u0107-\u0110ori\u0107","raw_affiliation_strings":["Faculty of Agriculture, University of Novi Sad, Dositej Obradovic Sq. 8, 21000 Novi Sad, Serbia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Agriculture, University of Novi Sad, Dositej Obradovic Sq. 8, 21000 Novi Sad, Serbia","institution_ids":["https://openalex.org/I170726198"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074316163","display_name":"Slavica Malinovi\u0107\u2010Mili\u0107evi\u0107","orcid":"https://orcid.org/0000-0001-9696-6982"},"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":"Slavica Malinovi\u0107-Mili\u0107evi\u0107","raw_affiliation_strings":["ACIMSI\u2014Center for Meteorology and Environmental Modeling, University of Novi Sad, Dositej Obradovic Sq. 7, 21000 Novi Sad, Serbia"],"raw_orcid":"https://orcid.org/0000-0001-9696-6982","affiliations":[{"raw_affiliation_string":"ACIMSI\u2014Center for Meteorology and Environmental Modeling, University of Novi Sad, Dositej Obradovic Sq. 7, 21000 Novi Sad, Serbia","institution_ids":["https://openalex.org/I170726198"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108036472","display_name":"Vijay P. Singh","orcid":"https://orcid.org/0000-0002-0910-1401"},"institutions":[{"id":"https://openalex.org/I91045830","display_name":"Texas A&M University","ror":"https://ror.org/01f5ytq51","country_code":"US","type":"education","lineage":["https://openalex.org/I91045830"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Vijay P. Singh","raw_affiliation_strings":["Department of Biological and Agricultural Engineering and Zachry Department of Civil Engineering, Texas A&M University, College Station, TX 77843-2117, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Biological and Agricultural Engineering and Zachry Department of Civil Engineering, Texas A&M University, College Station, TX 77843-2117, USA","institution_ids":["https://openalex.org/I91045830"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5111008316","display_name":"Anja Mihailovi\u0107","orcid":null},"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":"Anja Mihailovi\u0107","raw_affiliation_strings":["ACIMSI\u2014Center for Meteorology and Environmental Modeling, University of Novi Sad, Dositej Obradovic Sq. 7, 21000 Novi Sad, Serbia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"ACIMSI\u2014Center for Meteorology and Environmental Modeling, University of Novi Sad, Dositej Obradovic Sq. 7, 21000 Novi Sad, Serbia","institution_ids":["https://openalex.org/I170726198"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052671100","display_name":"Tatijana Sto\u0161i\u0107","orcid":"https://orcid.org/0000-0002-5691-945X"},"institutions":[{"id":"https://openalex.org/I62921916","display_name":"Universidade Federal Rural de Pernambuco","ror":"https://ror.org/02ksmb993","country_code":"BR","type":"education","lineage":["https://openalex.org/I62921916"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Tatijana Sto\u0161i\u0107","raw_affiliation_strings":["Departamento de Estat\u00edstica e Inform\u00e1tica, Universidade Federal Rural de Pernambuco, Rua Dom Manoel de Medeiros s/n, DoisIrm\u00e3os, 52171-900 Recife, Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Departamento de Estat\u00edstica e Inform\u00e1tica, Universidade Federal Rural de Pernambuco, Rua Dom Manoel de Medeiros s/n, DoisIrm\u00e3os, 52171-900 Recife, Brazil","institution_ids":["https://openalex.org/I62921916"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5042925476","display_name":"Borko Sto\u0161i\u0107","orcid":"https://orcid.org/0000-0001-5031-6968"},"institutions":[{"id":"https://openalex.org/I62921916","display_name":"Universidade Federal Rural de Pernambuco","ror":"https://ror.org/02ksmb993","country_code":"BR","type":"education","lineage":["https://openalex.org/I62921916"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Borko Sto\u0161i\u0107","raw_affiliation_strings":["Departamento de Estat\u00edstica e Inform\u00e1tica, Universidade Federal Rural de Pernambuco, Rua Dom Manoel de Medeiros s/n, DoisIrm\u00e3os, 52171-900 Recife, Brazil"],"raw_orcid":"https://orcid.org/0000-0001-5031-6968","affiliations":[{"raw_affiliation_string":"Departamento de Estat\u00edstica e Inform\u00e1tica, Universidade Federal Rural de Pernambuco, Rua Dom Manoel de Medeiros s/n, DoisIrm\u00e3os, 52171-900 Recife, Brazil","institution_ids":["https://openalex.org/I62921916"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5025103553","display_name":"Nusret Dre\u0161kovi\u0107","orcid":"https://orcid.org/0000-0002-1646-4171"},"institutions":[{"id":"https://openalex.org/I104817121","display_name":"University of Sarajevo","ror":"https://ror.org/02hhwgd43","country_code":"BA","type":"education","lineage":["https://openalex.org/I104817121"]}],"countries":["BA"],"is_corresponding":false,"raw_author_name":"Nusret Dre\u0161kovi\u0107","raw_affiliation_strings":["Faculty of Sciences, Department of Geography, University of Sarajevo, Zmaj from Bosnia 33\u201335, 71000 Sarajevo, Bosnia and Herzegovina"],"raw_orcid":"https://orcid.org/0000-0002-1646-4171","affiliations":[{"raw_affiliation_string":"Faculty of Sciences, Department of Geography, University of Sarajevo, Zmaj from Bosnia 33\u201335, 71000 Sarajevo, Bosnia and Herzegovina","institution_ids":["https://openalex.org/I104817121"]}]}],"institutions":[],"countries_distinct_count":4,"institutions_distinct_count":8,"corresponding_author_ids":["https://openalex.org/A5106029470"],"corresponding_institution_ids":["https://openalex.org/I170726198"],"apc_list":{"value":2000,"currency":"CHF","value_usd":2165},"apc_paid":{"value":2000,"currency":"CHF","value_usd":2165},"fwci":1.1687,"has_fulltext":true,"cited_by_count":14,"citation_normalized_percentile":{"value":0.78189351,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"21","issue":"2","first_page":"215","last_page":"215"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12205","display_name":"Time Series Analysis and Forecasting","score":0.9987999796867371,"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":0.9987999796867371,"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/T11270","display_name":"Complex Systems and Time Series Analysis","score":0.9987000226974487,"subfield":{"id":"https://openalex.org/subfields/2002","display_name":"Economics and Econometrics"},"field":{"id":"https://openalex.org/fields/20","display_name":"Economics, Econometrics and Finance"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10244","display_name":"Chaos control and synchronization","score":0.9732999801635742,"subfield":{"id":"https://openalex.org/subfields/3109","display_name":"Statistical and Nonlinear Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.7687643766403198},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.7007412314414978},{"id":"https://openalex.org/keywords/lyapunov-exponent","display_name":"Lyapunov exponent","score":0.6737457513809204},{"id":"https://openalex.org/keywords/hierarchical-clustering","display_name":"Hierarchical clustering","score":0.6557599902153015},{"id":"https://openalex.org/keywords/kolmogorov-complexity","display_name":"Kolmogorov complexity","score":0.6337541341781616},{"id":"https://openalex.org/keywords/measure","display_name":"Measure (data warehouse)","score":0.5668504238128662},{"id":"https://openalex.org/keywords/randomness","display_name":"Randomness","score":0.5484384894371033},{"id":"https://openalex.org/keywords/predictability","display_name":"Predictability","score":0.4467832148075104},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.3985733091831207},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3795124590396881},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.284842848777771},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.2733764052391052},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.19956550002098083},{"id":"https://openalex.org/keywords/chaotic","display_name":"Chaotic","score":0.11119264364242554}],"concepts":[{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.7687643766403198},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.7007412314414978},{"id":"https://openalex.org/C191544260","wikidata":"https://www.wikidata.org/wiki/Q1238630","display_name":"Lyapunov exponent","level":3,"score":0.6737457513809204},{"id":"https://openalex.org/C92835128","wikidata":"https://www.wikidata.org/wiki/Q1277447","display_name":"Hierarchical clustering","level":3,"score":0.6557599902153015},{"id":"https://openalex.org/C2779341405","wikidata":"https://www.wikidata.org/wiki/Q1456811","display_name":"Kolmogorov complexity","level":2,"score":0.6337541341781616},{"id":"https://openalex.org/C2780009758","wikidata":"https://www.wikidata.org/wiki/Q6804172","display_name":"Measure (data warehouse)","level":2,"score":0.5668504238128662},{"id":"https://openalex.org/C125112378","wikidata":"https://www.wikidata.org/wiki/Q176640","display_name":"Randomness","level":2,"score":0.5484384894371033},{"id":"https://openalex.org/C197640229","wikidata":"https://www.wikidata.org/wiki/Q2534066","display_name":"Predictability","level":2,"score":0.4467832148075104},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.3985733091831207},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3795124590396881},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.284842848777771},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.2733764052391052},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.19956550002098083},{"id":"https://openalex.org/C2777052490","wikidata":"https://www.wikidata.org/wiki/Q5072826","display_name":"Chaotic","level":2,"score":0.11119264364242554}],"mesh":[],"locations_count":6,"locations":[{"id":"doi:10.3390/e21020215","is_oa":true,"landing_page_url":"https://doi.org/10.3390/e21020215","pdf_url":"https://www.mdpi.com/1099-4300/21/2/215/pdf?version=1550913553","source":{"id":"https://openalex.org/S195231649","display_name":"Entropy","issn_l":"1099-4300","issn":["1099-4300"],"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":"Entropy","raw_type":"journal-article"},{"id":"pmid:33266929","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/33266929","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":"Entropy (Basel, Switzerland)","raw_type":null},{"id":"pmh:oai:dais.sanu.ac.rs:123456789/12914","is_oa":true,"landing_page_url":"https://dais.sanu.ac.rs/123456789/12914","pdf_url":null,"source":{"id":"https://openalex.org/S4306402581","display_name":"Digital Archive of SASA (Serbian Academy of Sciences and Arts)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1338511612","host_organization_name":"Serbian Academy of Sciences and Arts","host_organization_lineage":["https://openalex.org/I1338511612"],"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":"Entropy","raw_type":"publishedVersion"},{"id":"pmh:oai:doaj.org/article:586ba8bfbc75453cb60af294c4c9f6ca","is_oa":true,"landing_page_url":"https://doaj.org/article/586ba8bfbc75453cb60af294c4c9f6ca","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":"Entropy, Vol 21, Iss 2, p 215 (2019)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/1099-4300/21/2/215/","is_oa":true,"landing_page_url":"http://dx.doi.org/10.3390/e21020215","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":"Entropy","raw_type":"Text"},{"id":"pmh:oai:pubmedcentral.nih.gov:7514696","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/7514696","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":"Entropy (Basel)","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/e21020215","is_oa":true,"landing_page_url":"https://doi.org/10.3390/e21020215","pdf_url":"https://www.mdpi.com/1099-4300/21/2/215/pdf?version=1550913553","source":{"id":"https://openalex.org/S195231649","display_name":"Entropy","issn_l":"1099-4300","issn":["1099-4300"],"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":"Entropy","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1539114493","display_name":null,"funder_award_id":"310441/2015-3","funder_id":"https://openalex.org/F4320321091","funder_display_name":"Coordena\u00e7\u00e3o de Aperfei\u00e7oamento de Pessoal de N\u00edvel Superior"},{"id":"https://openalex.org/G6544157307","display_name":null,"funder_award_id":"310441/2015-3","funder_id":"https://openalex.org/F4320322025","funder_display_name":"Conselho Nacional de Desenvolvimento Cient\u00edfico e Tecnol\u00f3gico"},{"id":"https://openalex.org/G8099256583","display_name":null,"funder_award_id":"2015-3","funder_id":"https://openalex.org/F4320322025","funder_display_name":"Conselho Nacional de Desenvolvimento Cient\u00edfico e Tecnol\u00f3gico"}],"funders":[{"id":"https://openalex.org/F4320321091","display_name":"Coordena\u00e7\u00e3o de Aperfei\u00e7oamento de Pessoal de N\u00edvel Superior","ror":"https://ror.org/00x0ma614"},{"id":"https://openalex.org/F4320322025","display_name":"Conselho Nacional de Desenvolvimento Cient\u00edfico e Tecnol\u00f3gico","ror":"https://ror.org/03swz6y49"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2916371331.pdf","grobid_xml":"https://content.openalex.org/works/W2916371331.grobid-xml"},"referenced_works_count":54,"referenced_works":["https://openalex.org/W1539229456","https://openalex.org/W1586200981","https://openalex.org/W1861505052","https://openalex.org/W1894414046","https://openalex.org/W1966141974","https://openalex.org/W1966428427","https://openalex.org/W1973850896","https://openalex.org/W1981920046","https://openalex.org/W1992868762","https://openalex.org/W2007723437","https://openalex.org/W2015856195","https://openalex.org/W2028757055","https://openalex.org/W2038249874","https://openalex.org/W2042897597","https://openalex.org/W2047414638","https://openalex.org/W2053101680","https://openalex.org/W2060922500","https://openalex.org/W2066419497","https://openalex.org/W2075129410","https://openalex.org/W2077482165","https://openalex.org/W2082869626","https://openalex.org/W2083990444","https://openalex.org/W2088879945","https://openalex.org/W2096443374","https://openalex.org/W2102464710","https://openalex.org/W2123152240","https://openalex.org/W2124428761","https://openalex.org/W2130754602","https://openalex.org/W2146291192","https://openalex.org/W2158957677","https://openalex.org/W2161078209","https://openalex.org/W2170408748","https://openalex.org/W2193767573","https://openalex.org/W2292439653","https://openalex.org/W2479531384","https://openalex.org/W2623520945","https://openalex.org/W2727154222","https://openalex.org/W2757088934","https://openalex.org/W2791414672","https://openalex.org/W2888609077","https://openalex.org/W2891738677","https://openalex.org/W2956073007","https://openalex.org/W2978954745","https://openalex.org/W3093756847","https://openalex.org/W3100205413","https://openalex.org/W3125330064","https://openalex.org/W3196285464","https://openalex.org/W4237277357","https://openalex.org/W4254981465","https://openalex.org/W6664110618","https://openalex.org/W6683481453","https://openalex.org/W6697074698","https://openalex.org/W6698520789","https://openalex.org/W6725940649"],"related_works":["https://openalex.org/W1566347836","https://openalex.org/W2154421268","https://openalex.org/W2243897710","https://openalex.org/W2981373447","https://openalex.org/W2159718600","https://openalex.org/W205898265","https://openalex.org/W61644174","https://openalex.org/W2339463319","https://openalex.org/W4213185260","https://openalex.org/W2394774086"],"abstract_inverted_index":{"The":[0,64,111,120],"purpose":[1],"of":[2,16,80,114,143,150,153,168,171],"this":[3,115],"paper":[4],"was":[5,66,109,155],"to":[6,196],"choose":[7],"an":[8],"appropriate":[9],"information":[10],"dissimilarity":[11,52,57,93],"measure":[12,53,58],"for":[13,32,101,182],"hierarchical":[14,46,107],"clustering":[15,45,71,122,162],"daily":[17,102],"streamflow":[18,169],"discharge":[19],"data,":[20],"from":[21,160,194],"twelve":[22],"gauging":[23],"stations":[24],"on":[25,49,73,96],"the":[26,33,43,50,77,86,104,125,148,151,161,166,172,177,192],"Brazos":[27,173],"River":[28,174],"in":[29,188,191],"Texas":[30],"(USA),":[31],"period":[34],"1989-2016.":[35],"For":[36],"that":[37,134,147,165],"purpose,":[38],"we":[39,163],"selected":[40],"and":[41,60,85,99,158],"compared":[42,68],"average-linkage":[44,106],"algorithm":[47,65,108,123],"based":[48,72,95],"compression-based":[51],"(NCD),":[54],"permutation":[55],"distribution":[56],"(PDDM),":[59],"Kolmogorov":[61,74,81,185],"distance":[62],"(KD).":[63],"also":[67],"with":[69],"K-means":[70],"complexity":[75,82],"(KC),":[76],"highest":[78],"value":[79],"spectrum":[83],"(KCM),":[84],"largest":[87],"Lyapunov":[88,178],"exponent":[89],"(LLE).":[90],"Using":[91],"a":[92],"matrix":[94],"NCD,":[97],"PDDM,":[98],"KD":[100,121],"streamflow,":[103],"agglomerative":[105],"applied.":[110],"key":[112],"findings":[113],"study":[116],"are":[117],"that:":[118],"(i)":[119],"is":[124],"most":[126],"suitable":[127],"among":[128],"others;":[129],"(ii)":[130],"ANOVA":[131],"analysis":[132],"shows":[133],"there":[135],"exist":[136],"highly":[137],"significant":[138],"differences":[139],"between":[140],"mean":[141],"values":[142],"four":[144],"clusters,":[145],"confirming":[146],"choice":[149],"number":[152],"clusters":[154],"suitably":[156],"done;":[157],"(iii)":[159],"found":[164],"predictability":[167],"data":[170],"given":[175],"by":[176,184],"time":[179,186],"(LT),":[180],"corrected":[181],"randomness":[183],"(KT)":[187],"days,":[189],"lies":[190],"interval":[193],"two":[195],"five":[197],"days.":[198]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":2}],"updated_date":"2026-05-06T08:25:59.206177","created_date":"2025-10-10T00:00:00"}