{"id":"https://openalex.org/W4391877082","doi":"https://doi.org/10.1109/comsnets59351.2024.10427499","title":"Network Science for Time Series Clustering and its Applications","display_name":"Network Science for Time Series Clustering and its Applications","publication_year":2024,"publication_date":"2024-01-03","ids":{"openalex":"https://openalex.org/W4391877082","doi":"https://doi.org/10.1109/comsnets59351.2024.10427499"},"language":"en","primary_location":{"id":"doi:10.1109/comsnets59351.2024.10427499","is_oa":false,"landing_page_url":"https://doi.org/10.1109/comsnets59351.2024.10427499","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 16th International Conference on COMmunication Systems & NETworkS (COMSNETS)","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/A5072376017","display_name":"Kakuli Mishra","orcid":null},"institutions":[{"id":"https://openalex.org/I170979836","display_name":"Jadavpur University","ror":"https://ror.org/02af4h012","country_code":"IN","type":"education","lineage":["https://openalex.org/I170979836"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Kakuli Mishra","raw_affiliation_strings":["Jadavpur University,CSE","CSE, Jadavpur University"],"affiliations":[{"raw_affiliation_string":"Jadavpur University,CSE","institution_ids":["https://openalex.org/I170979836"]},{"raw_affiliation_string":"CSE, Jadavpur University","institution_ids":["https://openalex.org/I170979836"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103071144","display_name":"Srinka Basu","orcid":"https://orcid.org/0000-0002-3835-597X"},"institutions":[{"id":"https://openalex.org/I77501641","display_name":"University of Kalyani","ror":"https://ror.org/03v783k16","country_code":"IN","type":"education","lineage":["https://openalex.org/I77501641"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Srinka Basu","raw_affiliation_strings":["University of Kalyani,Department of Engineering and Technology Studies","Department of Engineering and Technology Studies, University of Kalyani"],"affiliations":[{"raw_affiliation_string":"University of Kalyani,Department of Engineering and Technology Studies","institution_ids":["https://openalex.org/I77501641"]},{"raw_affiliation_string":"Department of Engineering and Technology Studies, University of Kalyani","institution_ids":["https://openalex.org/I77501641"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5072356717","display_name":"Ujjwal Maulik","orcid":"https://orcid.org/0000-0003-1167-0774"},"institutions":[{"id":"https://openalex.org/I170979836","display_name":"Jadavpur University","ror":"https://ror.org/02af4h012","country_code":"IN","type":"education","lineage":["https://openalex.org/I170979836"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Ujjwal Maulik","raw_affiliation_strings":["Jadavpur University,CSE","CSE, Jadavpur University"],"affiliations":[{"raw_affiliation_string":"Jadavpur University,CSE","institution_ids":["https://openalex.org/I170979836"]},{"raw_affiliation_string":"CSE, Jadavpur University","institution_ids":["https://openalex.org/I170979836"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5072376017"],"corresponding_institution_ids":["https://openalex.org/I170979836"],"apc_list":null,"apc_paid":null,"fwci":0.3735,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.48557049,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"439","last_page":"441"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12205","display_name":"Time Series Analysis and Forecasting","score":0.965499997138977,"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":0.965499997138977,"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/series","display_name":"Series (stratigraphy)","score":0.6936594247817993},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.6525063514709473},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6520990133285522},{"id":"https://openalex.org/keywords/time-series","display_name":"Time series","score":0.4554344117641449},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.335635781288147},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.22310340404510498},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.1305045187473297},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.08830922842025757}],"concepts":[{"id":"https://openalex.org/C143724316","wikidata":"https://www.wikidata.org/wiki/Q312468","display_name":"Series (stratigraphy)","level":2,"score":0.6936594247817993},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.6525063514709473},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6520990133285522},{"id":"https://openalex.org/C151406439","wikidata":"https://www.wikidata.org/wiki/Q186588","display_name":"Time series","level":2,"score":0.4554344117641449},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.335635781288147},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.22310340404510498},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.1305045187473297},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.08830922842025757},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/comsnets59351.2024.10427499","is_oa":false,"landing_page_url":"https://doi.org/10.1109/comsnets59351.2024.10427499","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 16th International Conference on COMmunication Systems & NETworkS (COMSNETS)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":7,"referenced_works":["https://openalex.org/W1522237958","https://openalex.org/W1989037929","https://openalex.org/W2909264140","https://openalex.org/W2973008469","https://openalex.org/W3128098982","https://openalex.org/W4211105423","https://openalex.org/W4213055542"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W2382290278","https://openalex.org/W2622688551","https://openalex.org/W1550175370","https://openalex.org/W2119012848","https://openalex.org/W1990205660"],"abstract_inverted_index":{"Clustering":[0],"in":[1,74,84,88,104],"case":[2,105],"of":[3,12,18,68,92,106],"time":[4,33,43,69,108],"series":[5,34,44,109],"datasets":[6],"has":[7],"been":[8],"an":[9],"active":[10],"area":[11],"research":[13],"since":[14],"decades.":[15],"The":[16],"accumulation":[17],"continuous":[19],"data":[20,54,60],"points":[21],"introduces":[22],"new":[23],"patterns,":[24,94],"that":[25,86],"cannot":[26,49],"be":[27],"captured":[28],"easily":[29],"when":[30],"a":[31],"large":[32],"dataset":[35],"is":[36],"considered.":[37],"Although":[38],"there":[39],"exist":[40],"several":[41],"pairwise":[42],"distance":[45,62],"computation":[46,63],"measures,":[47],"they":[48],"implicitly":[50],"capture":[51,99],"the":[52,58,66],"underlying":[53],"patterns.":[55],"Also,":[56],"with":[57,101],"increased":[59],"size,":[61],"comes":[64],"at":[65],"cost":[67],"and":[70,90,97],"space":[71],"complexity.":[72],"Therefore,":[73],"this":[75],"paper,":[76],"we":[77],"discuss":[78],"how":[79],"network":[80],"science":[81],"can":[82],"help":[83],"clustering,":[85],"facilitate":[87],"study":[89],"analysis":[91],"repeating":[93],"atypical":[95],"patterns":[96,100],"also":[98],"changing":[102],"seasons":[103],"multiple":[107],"domain.":[110]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}