{"id":"https://openalex.org/W4403398716","doi":"https://doi.org/10.1145/3699955","title":"A Comprehensive Survey on Rare Event Prediction","display_name":"A Comprehensive Survey on Rare Event Prediction","publication_year":2024,"publication_date":"2024-10-14","ids":{"openalex":"https://openalex.org/W4403398716","doi":"https://doi.org/10.1145/3699955"},"language":"en","primary_location":{"id":"doi:10.1145/3699955","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3699955","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3699955","source":{"id":"https://openalex.org/S157921468","display_name":"ACM Computing Surveys","issn_l":"0360-0300","issn":["0360-0300","1557-7341"],"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 Computing Surveys","raw_type":"journal-article"},"type":"review","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://dl.acm.org/doi/pdf/10.1145/3699955","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5079093269","display_name":"Chathurangi Shyalika","orcid":"https://orcid.org/0000-0002-5320-5566"},"institutions":[{"id":"https://openalex.org/I155781252","display_name":"University of South Carolina","ror":"https://ror.org/02b6qw903","country_code":"US","type":"education","lineage":["https://openalex.org/I155781252"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Chathurangi Shyalika","raw_affiliation_strings":["Artificial Intelligence Institute, University of South Carolina, Columbia, United States"],"affiliations":[{"raw_affiliation_string":"Artificial Intelligence Institute, University of South Carolina, Columbia, United States","institution_ids":["https://openalex.org/I155781252"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076445166","display_name":"Ruwan Wickramarachchi","orcid":"https://orcid.org/0000-0001-5810-1849"},"institutions":[{"id":"https://openalex.org/I155781252","display_name":"University of South Carolina","ror":"https://ror.org/02b6qw903","country_code":"US","type":"education","lineage":["https://openalex.org/I155781252"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ruwan Wickramarachchi","raw_affiliation_strings":["Artificial Intelligence Institute, University of South Carolina, Columbia, United States"],"affiliations":[{"raw_affiliation_string":"Artificial Intelligence Institute, University of South Carolina, Columbia, United States","institution_ids":["https://openalex.org/I155781252"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5028772801","display_name":"Amit Sheth","orcid":null},"institutions":[{"id":"https://openalex.org/I155781252","display_name":"University of South Carolina","ror":"https://ror.org/02b6qw903","country_code":"US","type":"education","lineage":["https://openalex.org/I155781252"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Amit P. Sheth","raw_affiliation_strings":["Artificial Intelligence Institute, University of South Carolina, Columbia, United States"],"affiliations":[{"raw_affiliation_string":"Artificial Intelligence Institute, University of South Carolina, Columbia, United States","institution_ids":["https://openalex.org/I155781252"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5079093269"],"corresponding_institution_ids":["https://openalex.org/I155781252"],"apc_list":null,"apc_paid":null,"fwci":12.232,"has_fulltext":false,"cited_by_count":36,"citation_normalized_percentile":{"value":0.98906985,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":100},"biblio":{"volume":"57","issue":"3","first_page":"1","last_page":"39"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9976000189781189,"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"}},"topics":[{"id":"https://openalex.org/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9976000189781189,"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/T10751","display_name":"Forensic and Genetic Research","score":0.9674999713897705,"subfield":{"id":"https://openalex.org/subfields/1311","display_name":"Genetics"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T10876","display_name":"Fault Detection and Control Systems","score":0.9621999859809875,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8521155118942261},{"id":"https://openalex.org/keywords/event","display_name":"Event (particle physics)","score":0.5073532462120056}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8521155118942261},{"id":"https://openalex.org/C2779662365","wikidata":"https://www.wikidata.org/wiki/Q5416694","display_name":"Event (particle physics)","level":2,"score":0.5073532462120056},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3699955","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3699955","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3699955","source":{"id":"https://openalex.org/S157921468","display_name":"ACM Computing Surveys","issn_l":"0360-0300","issn":["0360-0300","1557-7341"],"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 Computing Surveys","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1145/3699955","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3699955","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3699955","source":{"id":"https://openalex.org/S157921468","display_name":"ACM Computing Surveys","issn_l":"0360-0300","issn":["0360-0300","1557-7341"],"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 Computing Surveys","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4403398716.pdf"},"referenced_works_count":151,"referenced_works":["https://openalex.org/W162146437","https://openalex.org/W169052826","https://openalex.org/W752888290","https://openalex.org/W1036088323","https://openalex.org/W1502379814","https://openalex.org/W1503025338","https://openalex.org/W1541774929","https://openalex.org/W1588282782","https://openalex.org/W1669052316","https://openalex.org/W1965895350","https://openalex.org/W1971958352","https://openalex.org/W1979541192","https://openalex.org/W1984323748","https://openalex.org/W1988056000","https://openalex.org/W1988099502","https://openalex.org/W1994410331","https://openalex.org/W1999318832","https://openalex.org/W1999715347","https://openalex.org/W2011376672","https://openalex.org/W2015400359","https://openalex.org/W2019505419","https://openalex.org/W2022724931","https://openalex.org/W2022877137","https://openalex.org/W2023078969","https://openalex.org/W2023938061","https://openalex.org/W2038713122","https://openalex.org/W2064186732","https://openalex.org/W2094573432","https://openalex.org/W2096121981","https://openalex.org/W2096541889","https://openalex.org/W2096863518","https://openalex.org/W2103142054","https://openalex.org/W2106081518","https://openalex.org/W2115627867","https://openalex.org/W2142487491","https://openalex.org/W2149148023","https://openalex.org/W2151779862","https://openalex.org/W2154151239","https://openalex.org/W2154986869","https://openalex.org/W2155118768","https://openalex.org/W2165951927","https://openalex.org/W2170335877","https://openalex.org/W2302435112","https://openalex.org/W2318680981","https://openalex.org/W2322383256","https://openalex.org/W2333322610","https://openalex.org/W2522433306","https://openalex.org/W2531563875","https://openalex.org/W2585308565","https://openalex.org/W2593185514","https://openalex.org/W2604756720","https://openalex.org/W2739310573","https://openalex.org/W2740749606","https://openalex.org/W2743594598","https://openalex.org/W2770841764","https://openalex.org/W2804266670","https://openalex.org/W2804566321","https://openalex.org/W2888261345","https://openalex.org/W2893702814","https://openalex.org/W2895833243","https://openalex.org/W2904460913","https://openalex.org/W2921469220","https://openalex.org/W2949544809","https://openalex.org/W2951837249","https://openalex.org/W2954452271","https://openalex.org/W2979625610","https://openalex.org/W2979786244","https://openalex.org/W2980714219","https://openalex.org/W2982321964","https://openalex.org/W2999122965","https://openalex.org/W2999309192","https://openalex.org/W2999963732","https://openalex.org/W3007990536","https://openalex.org/W3008197680","https://openalex.org/W3015474227","https://openalex.org/W3083455217","https://openalex.org/W3084418500","https://openalex.org/W3092003702","https://openalex.org/W3097653828","https://openalex.org/W3115663295","https://openalex.org/W3116407289","https://openalex.org/W3116969788","https://openalex.org/W3123271700","https://openalex.org/W3130974288","https://openalex.org/W3131281828","https://openalex.org/W3145013517","https://openalex.org/W3155649056","https://openalex.org/W3164101172","https://openalex.org/W3173411752","https://openalex.org/W3173802620","https://openalex.org/W3177169361","https://openalex.org/W3179704242","https://openalex.org/W3189163009","https://openalex.org/W3197855539","https://openalex.org/W3207962162","https://openalex.org/W3213155031","https://openalex.org/W3216426785","https://openalex.org/W3216830627","https://openalex.org/W4200313272","https://openalex.org/W4206455715","https://openalex.org/W4210860816","https://openalex.org/W4211061444","https://openalex.org/W4214814257","https://openalex.org/W4221036386","https://openalex.org/W4221065130","https://openalex.org/W4225692608","https://openalex.org/W4281389559","https://openalex.org/W4281915059","https://openalex.org/W4282931064","https://openalex.org/W4287609515","https://openalex.org/W4293088268","https://openalex.org/W4309965021","https://openalex.org/W4312206885","https://openalex.org/W4312222136","https://openalex.org/W4313430604","https://openalex.org/W4316022164","https://openalex.org/W4318676932","https://openalex.org/W4366310763","https://openalex.org/W4383301654","https://openalex.org/W4387116288","https://openalex.org/W4390411004","https://openalex.org/W4390578507","https://openalex.org/W4391046234","https://openalex.org/W4391069054","https://openalex.org/W4391407563","https://openalex.org/W4391469815","https://openalex.org/W4391599728","https://openalex.org/W4391657559","https://openalex.org/W4391926809","https://openalex.org/W4391928740","https://openalex.org/W4392153615","https://openalex.org/W4392285841","https://openalex.org/W4392353305","https://openalex.org/W4392372358","https://openalex.org/W4395005322","https://openalex.org/W4395102034","https://openalex.org/W4395444069","https://openalex.org/W4395659899","https://openalex.org/W4396225011","https://openalex.org/W4396696429","https://openalex.org/W4398139824","https://openalex.org/W4398462993","https://openalex.org/W4399368914","https://openalex.org/W4401244157","https://openalex.org/W4401907080","https://openalex.org/W6606879723","https://openalex.org/W6774591755","https://openalex.org/W6787745904","https://openalex.org/W6839112462","https://openalex.org/W6865228437","https://openalex.org/W7053126446"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052","https://openalex.org/W4402327032"],"abstract_inverted_index":{"Rare":[0],"event":[1,93,99],"prediction":[2,94],"involves":[3],"identifying":[4],"and":[5,16,74,82,105,120,132,147,166],"forecasting":[6],"events":[7,30,64],"with":[8],"a":[9],"low":[10],"probability":[11],"using":[12,39],"machine":[13],"learning":[14],"(ML)":[15],"data":[17,23,52,101,126],"analysis.":[18],"Due":[19],"to":[20,54,56,140],"the":[21,26,46,60,88,144,149],"imbalanced":[22],"distributions,":[24],"where":[25],"frequency":[27],"of":[28,34,45,62,125,151],"common":[29],"vastly":[31],"outweighs":[32],"that":[33,49],"rare":[35,63,92,98,153],"events,":[36],"it":[37],"requires":[38],"specialized":[40],"methods":[41],"within":[42],"each":[43],"step":[44],"ML":[47],"pipeline,":[48],"is,":[50],"from":[51,113],"processing":[53],"algorithms":[55],"evaluation":[57,106,135],"protocols.":[58],"Predicting":[59],"occurrences":[61],"is":[65,75],"important":[66],"for":[67,91],"real-world":[68],"applications,":[69],"such":[70],"as":[71],"Industry":[72],"4.0,":[73],"an":[76],"active":[77],"research":[78,159],"area":[79],"in":[80,143],"statistical":[81],"ML.":[83],"This":[84,137],"article":[85,138],"comprehensively":[86],"reviews":[87],"current":[89,145],"approaches":[90],"along":[95],"four":[96,122],"dimensions:":[97],"data,":[100],"processing,":[102,127],"algorithmic":[103,130],"approaches,":[104],"approaches.":[107,136],"Specifically,":[108],"we":[109],"consider":[110],"73":[111],"datasets":[112],"different":[114],"modalities":[115],"(i.e.,":[116],"numerical,":[117],"image,":[118],"text,":[119],"audio),":[121],"major":[123,129],"categories":[124],"five":[128],"groupings,":[131],"two":[133],"broader":[134],"aims":[139],"identify":[141],"gaps":[142],"literature":[146],"highlight":[148],"challenges":[150],"predicting":[152],"events.":[154],"It":[155],"also":[156],"suggests":[157],"potential":[158],"directions,":[160],"which":[161],"can":[162],"help":[163],"guide":[164],"practitioners":[165],"researchers.":[167]},"counts_by_year":[{"year":2026,"cited_by_count":7},{"year":2025,"cited_by_count":23},{"year":2024,"cited_by_count":6}],"updated_date":"2026-04-12T07:58:50.170612","created_date":"2025-10-10T00:00:00"}
