{"id":"https://openalex.org/W4412198931","doi":"https://doi.org/10.1145/3748259","title":"Spatial-Temporal Data Mining for Ocean Science: Data, Methodologies and Opportunities","display_name":"Spatial-Temporal Data Mining for Ocean Science: Data, Methodologies and Opportunities","publication_year":2025,"publication_date":"2025-07-11","ids":{"openalex":"https://openalex.org/W4412198931","doi":"https://doi.org/10.1145/3748259"},"language":"en","primary_location":{"id":"doi:10.1145/3748259","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3748259","pdf_url":null,"source":{"id":"https://openalex.org/S41523882","display_name":"ACM Transactions on Knowledge Discovery from Data","issn_l":"1556-4681","issn":["1556-4681","1556-472X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Transactions on Knowledge Discovery from Data","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/A5012864002","display_name":"Hanchen Yang","orcid":"https://orcid.org/0000-0002-9011-0355"},"institutions":[{"id":"https://openalex.org/I14243506","display_name":"Hong Kong Polytechnic University","ror":"https://ror.org/0030zas98","country_code":"HK","type":"education","lineage":["https://openalex.org/I14243506"]}],"countries":["HK"],"is_corresponding":true,"raw_author_name":"Hanchen Yang","raw_affiliation_strings":["Tongji University, Shanghai, China and The Hong Kong Polytechnic University, Hong Kong, Hong Kong","Tongji University, The Hong Kong Polytechnic University, China"],"affiliations":[{"raw_affiliation_string":"Tongji University, Shanghai, China and The Hong Kong Polytechnic University, Hong Kong, Hong Kong","institution_ids":["https://openalex.org/I14243506"]},{"raw_affiliation_string":"Tongji University, The Hong Kong Polytechnic University, China","institution_ids":["https://openalex.org/I14243506"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100740023","display_name":"Jiannong Cao","orcid":"https://orcid.org/0000-0002-2725-2529"},"institutions":[{"id":"https://openalex.org/I14243506","display_name":"Hong Kong Polytechnic University","ror":"https://ror.org/0030zas98","country_code":"HK","type":"education","lineage":["https://openalex.org/I14243506"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Jiannong Cao","raw_affiliation_strings":["Department of Computing, The Hong Kong Polytechnic University, Hong Kong, Hong Kong","The Hong Kong Polytechnic University, China"],"affiliations":[{"raw_affiliation_string":"Department of Computing, The Hong Kong Polytechnic University, Hong Kong, Hong Kong","institution_ids":["https://openalex.org/I14243506"]},{"raw_affiliation_string":"The Hong Kong Polytechnic University, China","institution_ids":["https://openalex.org/I14243506"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023712282","display_name":"Wengen Li","orcid":"https://orcid.org/0000-0002-8768-6740"},"institutions":[{"id":"https://openalex.org/I116953780","display_name":"Tongji University","ror":"https://ror.org/03rc6as71","country_code":"CN","type":"education","lineage":["https://openalex.org/I116953780"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wengen Li","raw_affiliation_strings":["Department of Computer Science and Technology, Tongji University, Shanghai, China","Tongji University, China"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Technology, Tongji University, Shanghai, China","institution_ids":["https://openalex.org/I116953780"]},{"raw_affiliation_string":"Tongji University, China","institution_ids":["https://openalex.org/I116953780"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021490928","display_name":"Shuyu Wang","orcid":"https://orcid.org/0000-0003-4731-6443"},"institutions":[{"id":"https://openalex.org/I116953780","display_name":"Tongji University","ror":"https://ror.org/03rc6as71","country_code":"CN","type":"education","lineage":["https://openalex.org/I116953780"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shuyu Wang","raw_affiliation_strings":["Department of Computer Science and Technology, Tongji University, Shanghai, China","Tongji University, China"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Technology, Tongji University, Shanghai, China","institution_ids":["https://openalex.org/I116953780"]},{"raw_affiliation_string":"Tongji University, China","institution_ids":["https://openalex.org/I116953780"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5115580458","display_name":"Hui Li","orcid":"https://orcid.org/0009-0005-0763-4166"},"institutions":[{"id":"https://openalex.org/I116953780","display_name":"Tongji University","ror":"https://ror.org/03rc6as71","country_code":"CN","type":"education","lineage":["https://openalex.org/I116953780"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hui Li","raw_affiliation_strings":["Department of Computer Science and Technology, Tongji University, Shanghai, China","Tongji University, China"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Technology, Tongji University, Shanghai, China","institution_ids":["https://openalex.org/I116953780"]},{"raw_affiliation_string":"Tongji University, China","institution_ids":["https://openalex.org/I116953780"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086316879","display_name":"Jihong Guan","orcid":"https://orcid.org/0000-0003-2313-7635"},"institutions":[{"id":"https://openalex.org/I116953780","display_name":"Tongji University","ror":"https://ror.org/03rc6as71","country_code":"CN","type":"education","lineage":["https://openalex.org/I116953780"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jihong Guan","raw_affiliation_strings":["Department of Computer Science and Technology, Tongji University, Shanghai, China","Tongji University, China"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Technology, Tongji University, Shanghai, China","institution_ids":["https://openalex.org/I116953780"]},{"raw_affiliation_string":"Tongji University, China","institution_ids":["https://openalex.org/I116953780"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5017862559","display_name":"Shuigeng Zhou","orcid":"https://orcid.org/0000-0002-1949-2768"},"institutions":[{"id":"https://openalex.org/I24943067","display_name":"Fudan University","ror":"https://ror.org/013q1eq08","country_code":"CN","type":"education","lineage":["https://openalex.org/I24943067"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shuigeng Zhou","raw_affiliation_strings":["Department of Computer Science and Technology, Fudan University, Shanghai, China","Fudan University, China"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Technology, Fudan University, Shanghai, China","institution_ids":["https://openalex.org/I24943067"]},{"raw_affiliation_string":"Fudan University, China","institution_ids":["https://openalex.org/I24943067"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5012864002"],"corresponding_institution_ids":["https://openalex.org/I14243506"],"apc_list":null,"apc_paid":null,"fwci":16.571,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.9883641,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":95,"max":100},"biblio":{"volume":"19","issue":"7","first_page":"1","last_page":"47"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10538","display_name":"Data Mining Algorithms and Applications","score":0.9710000157356262,"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"}},"topics":[{"id":"https://openalex.org/T10538","display_name":"Data Mining Algorithms and Applications","score":0.9710000157356262,"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/T10032","display_name":"Marine and coastal ecosystems","score":0.9656000137329102,"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"}},{"id":"https://openalex.org/T11106","display_name":"Data Management and Algorithms","score":0.9534000158309937,"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/data-science","display_name":"Data science","score":0.6356565356254578},{"id":"https://openalex.org/keywords/spatial-analysis","display_name":"Spatial analysis","score":0.5337221622467041},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4964044690132141},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.46944117546081543},{"id":"https://openalex.org/keywords/ocean-science","display_name":"Ocean science","score":0.4167196750640869},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.30111896991729736},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.22529608011245728},{"id":"https://openalex.org/keywords/oceanography","display_name":"Oceanography","score":0.20849743485450745},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.18915849924087524}],"concepts":[{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.6356565356254578},{"id":"https://openalex.org/C159620131","wikidata":"https://www.wikidata.org/wiki/Q1938983","display_name":"Spatial analysis","level":2,"score":0.5337221622467041},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4964044690132141},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.46944117546081543},{"id":"https://openalex.org/C2987443388","wikidata":"https://www.wikidata.org/wiki/Q43518","display_name":"Ocean science","level":2,"score":0.4167196750640869},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.30111896991729736},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.22529608011245728},{"id":"https://openalex.org/C111368507","wikidata":"https://www.wikidata.org/wiki/Q43518","display_name":"Oceanography","level":1,"score":0.20849743485450745},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.18915849924087524}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/3748259","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3748259","pdf_url":null,"source":{"id":"https://openalex.org/S41523882","display_name":"ACM Transactions on Knowledge Discovery from Data","issn_l":"1556-4681","issn":["1556-4681","1556-472X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Transactions on Knowledge Discovery from Data","raw_type":"journal-article"},{"id":"pmh:oai:ira.lib.polyu.edu.hk:10397/116636","is_oa":false,"landing_page_url":"http://hdl.handle.net/10397/116636","pdf_url":null,"source":{"id":"https://openalex.org/S4306400205","display_name":"PolyU Institutional Research Archive (Hong Kong Polytechnic University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I14243506","host_organization_name":"Hong Kong Polytechnic University","host_organization_lineage":["https://openalex.org/I14243506"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Journal/Magazine Article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":267,"referenced_works":["https://openalex.org/W126100971","https://openalex.org/W160042716","https://openalex.org/W1510730483","https://openalex.org/W1512496214","https://openalex.org/W1850843018","https://openalex.org/W1856060429","https://openalex.org/W1957664628","https://openalex.org/W1964389730","https://openalex.org/W1964777372","https://openalex.org/W1972599114","https://openalex.org/W1973133631","https://openalex.org/W1973856197","https://openalex.org/W1986149296","https://openalex.org/W1990862300","https://openalex.org/W1991431453","https://openalex.org/W1994654959","https://openalex.org/W2004152276","https://openalex.org/W2004220829","https://openalex.org/W2006761511","https://openalex.org/W2008544706","https://openalex.org/W2014012078","https://openalex.org/W2017647804","https://openalex.org/W2017773864","https://openalex.org/W2023764148","https://openalex.org/W2024523255","https://openalex.org/W2029730867","https://openalex.org/W2040626578","https://openalex.org/W2045546586","https://openalex.org/W2049356376","https://openalex.org/W2049496639","https://openalex.org/W2057390839","https://openalex.org/W2062768969","https://openalex.org/W2066801828","https://openalex.org/W2068174768","https://openalex.org/W2071965302","https://openalex.org/W2077886690","https://openalex.org/W2078365413","https://openalex.org/W2104794450","https://openalex.org/W2114110048","https://openalex.org/W2124535952","https://openalex.org/W2140936327","https://openalex.org/W2144276939","https://openalex.org/W2148736789","https://openalex.org/W2152605351","https://openalex.org/W2162024335","https://openalex.org/W2165406227","https://openalex.org/W2175912711","https://openalex.org/W2212766728","https://openalex.org/W2279109895","https://openalex.org/W2319040573","https://openalex.org/W2329050376","https://openalex.org/W2392154099","https://openalex.org/W2411546627","https://openalex.org/W2513530510","https://openalex.org/W2517066960","https://openalex.org/W2528991849","https://openalex.org/W2531369592","https://openalex.org/W2532478764","https://openalex.org/W2554458751","https://openalex.org/W2571024900","https://openalex.org/W2593498266","https://openalex.org/W2603763990","https://openalex.org/W2604236505","https://openalex.org/W2604728221","https://openalex.org/W2614711995","https://openalex.org/W2616290533","https://openalex.org/W2619995677","https://openalex.org/W2727716837","https://openalex.org/W2752233074","https://openalex.org/W2767793144","https://openalex.org/W2775070522","https://openalex.org/W2775467645","https://openalex.org/W2775498549","https://openalex.org/W2778580105","https://openalex.org/W2791396200","https://openalex.org/W2798021532","https://openalex.org/W2799355604","https://openalex.org/W2801330571","https://openalex.org/W2809190938","https://openalex.org/W2811006388","https://openalex.org/W2889495055","https://openalex.org/W2890228478","https://openalex.org/W2897470801","https://openalex.org/W2897917920","https://openalex.org/W2900923259","https://openalex.org/W2907085048","https://openalex.org/W2908943833","https://openalex.org/W2909046249","https://openalex.org/W2909053836","https://openalex.org/W2916534787","https://openalex.org/W2921208939","https://openalex.org/W2923245913","https://openalex.org/W2927450620","https://openalex.org/W2929069017","https://openalex.org/W2941825753","https://openalex.org/W2944100536","https://openalex.org/W2944681516","https://openalex.org/W2944791333","https://openalex.org/W2945407446","https://openalex.org/W2955038187","https://openalex.org/W2964085201","https://openalex.org/W2966715221","https://openalex.org/W2967059064","https://openalex.org/W2967087686","https://openalex.org/W2971264769","https://openalex.org/W2979959342","https://openalex.org/W2980772851","https://openalex.org/W2990822052","https://openalex.org/W2993294110","https://openalex.org/W2996061341","https://openalex.org/W2997656629","https://openalex.org/W2998858885","https://openalex.org/W3003240728","https://openalex.org/W3003495899","https://openalex.org/W3005280232","https://openalex.org/W3006034097","https://openalex.org/W3006087551","https://openalex.org/W3007872523","https://openalex.org/W3011000610","https://openalex.org/W3014216562","https://openalex.org/W3016305693","https://openalex.org/W3016704629","https://openalex.org/W3016898162","https://openalex.org/W3033689294","https://openalex.org/W3035251314","https://openalex.org/W3041598978","https://openalex.org/W3043718294","https://openalex.org/W3044898088","https://openalex.org/W3080251284","https://openalex.org/W3080887739","https://openalex.org/W3081090931","https://openalex.org/W3088611441","https://openalex.org/W3095319910","https://openalex.org/W3102903231","https://openalex.org/W3107200375","https://openalex.org/W3107782401","https://openalex.org/W3119392753","https://openalex.org/W3122200694","https://openalex.org/W3123874811","https://openalex.org/W3126018086","https://openalex.org/W3127174261","https://openalex.org/W3134847600","https://openalex.org/W3139464355","https://openalex.org/W3147886766","https://openalex.org/W3148366207","https://openalex.org/W3152793483","https://openalex.org/W3154435685","https://openalex.org/W3155045454","https://openalex.org/W3155849328","https://openalex.org/W3155872716","https://openalex.org/W3158807612","https://openalex.org/W3160815585","https://openalex.org/W3163993681","https://openalex.org/W3164696250","https://openalex.org/W3164917952","https://openalex.org/W3171145878","https://openalex.org/W3172013585","https://openalex.org/W3176324122","https://openalex.org/W3184022454","https://openalex.org/W3184603868","https://openalex.org/W3185293274","https://openalex.org/W3185575447","https://openalex.org/W3190009638","https://openalex.org/W3194668998","https://openalex.org/W3194680813","https://openalex.org/W3196604248","https://openalex.org/W3196997946","https://openalex.org/W3198690875","https://openalex.org/W3199259792","https://openalex.org/W3199465235","https://openalex.org/W3205964775","https://openalex.org/W3207545155","https://openalex.org/W3208587333","https://openalex.org/W3209024689","https://openalex.org/W3211378683","https://openalex.org/W3214062507","https://openalex.org/W3217152393","https://openalex.org/W4200131507","https://openalex.org/W4205214170","https://openalex.org/W4205291193","https://openalex.org/W4206064467","https://openalex.org/W4206249152","https://openalex.org/W4206530727","https://openalex.org/W4210641064","https://openalex.org/W4210794502","https://openalex.org/W4210802341","https://openalex.org/W4210865240","https://openalex.org/W4213176465","https://openalex.org/W4214520160","https://openalex.org/W4220704921","https://openalex.org/W4220734803","https://openalex.org/W4220776611","https://openalex.org/W4220841020","https://openalex.org/W4220855962","https://openalex.org/W4223971532","https://openalex.org/W4226432127","https://openalex.org/W4237755182","https://openalex.org/W4243189131","https://openalex.org/W4247865621","https://openalex.org/W4250119820","https://openalex.org/W4281675151","https://openalex.org/W4283263010","https://openalex.org/W4283697304","https://openalex.org/W4284895373","https://openalex.org/W4285585675","https://openalex.org/W4287092159","https://openalex.org/W4288068958","https://openalex.org/W4289174302","https://openalex.org/W4289534001","https://openalex.org/W4290851525","https://openalex.org/W4292296554","https://openalex.org/W4293272056","https://openalex.org/W4296391953","https://openalex.org/W4297383368","https://openalex.org/W4309623993","https://openalex.org/W4312269232","https://openalex.org/W4312633089","https://openalex.org/W4313068026","https://openalex.org/W4313259394","https://openalex.org/W4313318707","https://openalex.org/W4313414211","https://openalex.org/W4313432973","https://openalex.org/W4313639237","https://openalex.org/W4313894026","https://openalex.org/W4316465509","https://openalex.org/W4317106316","https://openalex.org/W4319322416","https://openalex.org/W4319878912","https://openalex.org/W4321089662","https://openalex.org/W4361267571","https://openalex.org/W4362699262","https://openalex.org/W4376874322","https://openalex.org/W4377226795","https://openalex.org/W4380635164","https://openalex.org/W4381785495","https://openalex.org/W4381886284","https://openalex.org/W4383218913","https://openalex.org/W4383472615","https://openalex.org/W4386246402","https://openalex.org/W4386378586","https://openalex.org/W4387653815","https://openalex.org/W4387717543","https://openalex.org/W4388728292","https://openalex.org/W4390819712","https://openalex.org/W4390956081","https://openalex.org/W4391493313","https://openalex.org/W4391947917","https://openalex.org/W4392033310","https://openalex.org/W4392123546","https://openalex.org/W4392374729","https://openalex.org/W4392896737","https://openalex.org/W4395680453","https://openalex.org/W4400024589","https://openalex.org/W4401452829","https://openalex.org/W4402483548","https://openalex.org/W4402508763","https://openalex.org/W4403600985","https://openalex.org/W4403718874","https://openalex.org/W4404688651","https://openalex.org/W4405056178","https://openalex.org/W4408935230","https://openalex.org/W4410153250","https://openalex.org/W4410344813","https://openalex.org/W4410861038","https://openalex.org/W6775738469","https://openalex.org/W6840662267","https://openalex.org/W7036539601"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W2347703430","https://openalex.org/W3148227991","https://openalex.org/W3001521712","https://openalex.org/W4210727352","https://openalex.org/W2380470746","https://openalex.org/W1486593826","https://openalex.org/W2092017824","https://openalex.org/W2134683619","https://openalex.org/W3025157844"],"abstract_inverted_index":{"With":[0],"the":[1,66,80,90,125,171,196],"rapid":[2],"amassing":[3],"of":[4,68,74,114,158,204],"spatial-temporal":[5,10],"(ST)":[6],"ocean":[7,38,63,94,99,119,129,139,153,192,207],"data,":[8],"many":[9],"data":[11,33,39,95,140],"mining":[12,96],"(STDM)":[13],"studies":[14,76,117,151],"have":[15],"been":[16],"conducted":[17],"to":[18,55,101],"address":[19],"various":[20],"oceanic":[21],"issues,":[22],"including":[23],"climate":[24],"forecasting":[25],"and":[26,47,57,131,166,169,191,201],"disaster":[27],"warning.":[28],"Compared":[29],"with":[30],"typical":[31,137],"ST":[32,37,62,128,138],"(e.g.,":[34],"traffic":[35],"data),":[36],"presents":[40],"some":[41],"unique":[42,134],"characteristics,":[43],"e.g.,":[44],"diverse":[45],"regionality":[46],"high":[48],"sparsity.":[49],"These":[50],"characteristics":[51],"make":[52],"it":[53],"difficult":[54],"design":[56],"train":[58],"STDM":[59,104,116,150,205],"models":[60],"on":[61],"data.":[64],"To":[65],"best":[67],"our":[69],"knowledge,":[70],"a":[71,111],"comprehensive":[72,112],"survey":[73,113,183],"existing":[75,115,149],"remains":[77],"missing":[78],"in":[79,93],"literature,":[81],"which":[82],"hinders":[83],"not":[84],"only":[85],"computer":[86,189],"scientists":[87,100,186],"from":[88,187],"identifying":[89],"research":[91,178],"issues":[92],"but":[97],"also":[98],"apply":[102],"advanced":[103],"techniques.":[105],"In":[106],"this":[107],"article,":[108],"we":[109,122,147],"provide":[110],"for":[118,152,173,206],"science.":[120,208],"Concretely,":[121],"first":[123],"review":[124],"widely":[126],"used":[127],"datasets":[130],"highlight":[132],"their":[133],"characteristics.":[135],"Then,":[136],"quality":[141],"enhancement":[142],"techniques":[143,172],"are":[144,180],"discussed.":[145,181],"Next,":[146],"classify":[148],"science":[154,190,193],"into":[155],"four":[156],"types":[157],"tasks,":[159],"i.e.,":[160],"prediction,":[161],"event":[162],"detection,":[163,168],"pattern":[164],"mining,":[165],"anomaly":[167],"elaborate":[170],"these":[174],"tasks.":[175],"Finally,":[176],"promising":[177],"opportunities":[179],"This":[182],"can":[184],"help":[185],"both":[188],"better":[194],"understand":[195],"fundamental":[197],"concepts,":[198],"key":[199],"techniques,":[200],"open":[202],"challenges":[203]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":2}],"updated_date":"2026-03-26T15:22:09.906841","created_date":"2025-10-10T00:00:00"}
