{"id":"https://openalex.org/W2057981904","doi":"https://doi.org/10.1109/icdm.2013.162","title":"A Parameter-Free Spatio-Temporal Pattern Mining Model to Catalog Global Ocean Dynamics","display_name":"A Parameter-Free Spatio-Temporal Pattern Mining Model to Catalog Global Ocean Dynamics","publication_year":2013,"publication_date":"2013-12-01","ids":{"openalex":"https://openalex.org/W2057981904","doi":"https://doi.org/10.1109/icdm.2013.162","mag":"2057981904"},"language":"en","primary_location":{"is_oa":false,"landing_page_url":"https://doi.org/10.1109/icdm.2013.162","pdf_url":null,"source":null,"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false},"type":"article","type_crossref":"proceedings-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/A5039706852","display_name":"James H. Faghmous","orcid":"https://orcid.org/0000-0001-7317-5707"},"institutions":[{"id":"https://openalex.org/I130238516","display_name":"University of Minnesota","ror":"https://ror.org/017zqws13","country_code":"US","type":"education","lineage":["https://openalex.org/I130238516"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"James H. Faghmous","raw_affiliation_strings":["Department of Computer Science and Engineering University of Minnesota , Minneapolis , MN , USA"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering University of Minnesota , Minneapolis , MN , USA","institution_ids":["https://openalex.org/I130238516"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5063364645","display_name":"Matthew Le","orcid":null},"institutions":[{"id":"https://openalex.org/I130238516","display_name":"University of Minnesota","ror":"https://ror.org/017zqws13","country_code":"US","type":"education","lineage":["https://openalex.org/I130238516"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Matthew Le","raw_affiliation_strings":["Department of Computer Science and Engineering University of Minnesota , Minneapolis , MN , USA"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering University of Minnesota , Minneapolis , MN , USA","institution_ids":["https://openalex.org/I130238516"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059899838","display_name":"Muhammed Uluyol","orcid":null},"institutions":[{"id":"https://openalex.org/I130238516","display_name":"University of Minnesota","ror":"https://ror.org/017zqws13","country_code":"US","type":"education","lineage":["https://openalex.org/I130238516"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Muhammed Uluyol","raw_affiliation_strings":["Department of Computer Science and Engineering University of Minnesota , Minneapolis , MN , USA"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering University of Minnesota , Minneapolis , MN , USA","institution_ids":["https://openalex.org/I130238516"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100645812","display_name":"Vipin Kumar","orcid":"https://orcid.org/0000-0002-9040-2665"},"institutions":[{"id":"https://openalex.org/I130238516","display_name":"University of Minnesota","ror":"https://ror.org/017zqws13","country_code":"US","type":"education","lineage":["https://openalex.org/I130238516"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Vipin Kumar","raw_affiliation_strings":["Department of Computer Science and Engineering University of Minnesota , Minneapolis , MN , USA"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering University of Minnesota , Minneapolis , MN , USA","institution_ids":["https://openalex.org/I130238516"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5046920838","display_name":"Snigdhansu Chatterjee","orcid":"https://orcid.org/0000-0002-7986-0470"},"institutions":[{"id":"https://openalex.org/I130238516","display_name":"University of Minnesota","ror":"https://ror.org/017zqws13","country_code":"US","type":"education","lineage":["https://openalex.org/I130238516"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Snigdhansu Chatterjee","raw_affiliation_strings":["Sch. of Stat., Univ. of Minnesota, Minneapolis, MN, USA"],"affiliations":[{"raw_affiliation_string":"Sch. of Stat., Univ. of Minnesota, Minneapolis, MN, USA","institution_ids":["https://openalex.org/I130238516"]}]}],"institution_assertions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":4.132,"has_fulltext":true,"fulltext_origin":"ngrams","cited_by_count":42,"citation_normalized_percentile":{"value":0.98209,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"151","last_page":"160"},"is_retracted":false,"is_paratext":false,"primary_topic":{"id":"https://openalex.org/T11490","display_name":"Hydrological Forecasting Using AI","score":0.9908,"subfield":{"id":"https://openalex.org/subfields/2305","display_name":"Environmental Engineering"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11490","display_name":"Hydrological Forecasting Using AI","score":0.9908,"subfield":{"id":"https://openalex.org/subfields/2305","display_name":"Environmental Engineering"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10538","display_name":"Data Mining Algorithms and Applications","score":0.989,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T10255","display_name":"Oceanographic and Atmospheric Processes","score":0.9787,"subfield":{"id":"https://openalex.org/subfields/1910","display_name":"Oceanography"},"field":{"id":"https://openalex.org/fields/19","display_name":"Earth and Planetary Sciences"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/ocean-dynamics","display_name":"Ocean dynamics","score":0.51850545},{"id":"https://openalex.org/keywords/ground-truth","display_name":"Ground truth","score":0.4800045}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.73533106},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.6595621},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.6021619},{"id":"https://openalex.org/C2780801425","wikidata":"https://www.wikidata.org/wiki/Q5164392","display_name":"Construct (python library)","level":2,"score":0.5350811},{"id":"https://openalex.org/C7228185","wikidata":"https://www.wikidata.org/wiki/Q7076138","display_name":"Ocean dynamics","level":3,"score":0.51850545},{"id":"https://openalex.org/C146849305","wikidata":"https://www.wikidata.org/wiki/Q370766","display_name":"Ground truth","level":2,"score":0.4800045},{"id":"https://openalex.org/C2780310539","wikidata":"https://www.wikidata.org/wiki/Q12547192","display_name":"Imperfect","level":2,"score":0.44889644},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3232587},{"id":"https://openalex.org/C187599188","wikidata":"https://www.wikidata.org/wiki/Q129558","display_name":"Ocean current","level":2,"score":0.26358294},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.1795921},{"id":"https://openalex.org/C111368507","wikidata":"https://www.wikidata.org/wiki/Q43518","display_name":"Oceanography","level":1,"score":0.09435439},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"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":[{"is_oa":false,"landing_page_url":"https://doi.org/10.1109/icdm.2013.162","pdf_url":null,"source":null,"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.65,"id":"https://metadata.un.org/sdg/14","display_name":"Life below water"}],"grants":[],"datasets":[],"versions":[],"referenced_works_count":30,"referenced_works":["https://openalex.org/W1550142986","https://openalex.org/W1602062036","https://openalex.org/W1761374675","https://openalex.org/W1990633230","https://openalex.org/W1994184728","https://openalex.org/W1997404570","https://openalex.org/W2010063281","https://openalex.org/W2010927886","https://openalex.org/W2016760159","https://openalex.org/W2017647804","https://openalex.org/W2022710553","https://openalex.org/W2063233434","https://openalex.org/W2064771454","https://openalex.org/W2079137092","https://openalex.org/W2083835765","https://openalex.org/W2090857269","https://openalex.org/W2099753271","https://openalex.org/W2106323460","https://openalex.org/W2120486706","https://openalex.org/W2122936119","https://openalex.org/W2125563714","https://openalex.org/W2128676397","https://openalex.org/W2145966659","https://openalex.org/W2149489787","https://openalex.org/W2161551273","https://openalex.org/W2161980570","https://openalex.org/W2166064672","https://openalex.org/W2171401675","https://openalex.org/W2193945131","https://openalex.org/W4230065791"],"related_works":["https://openalex.org/W4388145910","https://openalex.org/W4312490297","https://openalex.org/W4248336175","https://openalex.org/W3009369890","https://openalex.org/W2391445434","https://openalex.org/W2381570729","https://openalex.org/W2374250903","https://openalex.org/W2366107444","https://openalex.org/W2031260042","https://openalex.org/W1976205134"],"abstract_inverted_index":{"As":[0],"spatio-temporal":[1,20],"data":[2],"have":[3],"become":[4],"ubiquitous,":[5],"an":[6,51,75,89],"increasing":[7],"challenge":[8],"facing":[9],"computer":[10],"scientists":[11],"is":[12,33],"that":[13,32,80],"of":[14,54,59,64,67,84,97,106],"identifying":[15],"discrete":[16],"patterns":[17,98],"in":[18,39,112,123],"continuous":[19],"fields.":[21],"In":[22],"this":[23],"paper,":[24],"we":[25,56],"introduce":[26],"a":[27],"parameter-free":[28],"pattern":[29,107],"mining":[30,108],"application":[31],"able":[34],"to":[35,87,93,114],"identify":[36],"dynamic":[37],"anomalies":[38],"ocean":[40,44,47],"data,":[41],"known":[42],"as":[43,100,102],"eddies.":[45],"Despite":[46],"eddy":[48],"monitoring":[49,71],"being":[50],"active":[52],"field":[53],"research,":[55],"provide":[57,119],"one":[58],"the":[60,65,68,82,95,103,115],"first":[61],"quantitative":[62],"analyses":[63],"performance":[66,83,105],"most":[69],"used":[70],"algorithms.":[72,109],"We":[73],"present":[74],"incomplete":[76],"information":[77],"validation":[78,116],"technique,":[79],"uses":[81],"two":[85],"methods":[86],"construct":[88],"imperfect":[90],"ground":[91],"truth":[92],"test":[94],"significance":[96],"discovered":[99],"well":[101],"relative":[104],"These":[110],"methods,":[111],"addition":[113],"schemes":[117],"discussed":[118],"researchers":[120],"new":[121],"directions":[122],"analyzing":[124],"large":[125],"unlabeled":[126],"climate":[127],"datasets.":[128]},"cited_by_api_url":"https://api.openalex.org/works?filter=cites:W2057981904","counts_by_year":[{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":9},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":6},{"year":2019,"cited_by_count":4},{"year":2018,"cited_by_count":2},{"year":2017,"cited_by_count":4},{"year":2016,"cited_by_count":3},{"year":2015,"cited_by_count":2},{"year":2014,"cited_by_count":1}],"updated_date":"2025-01-04T19:18:49.801985","created_date":"2016-06-24"}