{"id":"https://openalex.org/W4409982950","doi":"https://doi.org/10.1137/1.9781611978520.35","title":"Explainable AI for Real-Time Video Anomaly Anticipation","display_name":"Explainable AI for Real-Time Video Anomaly Anticipation","publication_year":2025,"publication_date":"2025-01-01","ids":{"openalex":"https://openalex.org/W4409982950","doi":"https://doi.org/10.1137/1.9781611978520.35"},"language":"en","primary_location":{"id":"doi:10.1137/1.9781611978520.35","is_oa":false,"landing_page_url":"https://doi.org/10.1137/1.9781611978520.35","pdf_url":null,"source":{"id":"https://openalex.org/S4306463922","display_name":"Society for Industrial and Applied Mathematics eBooks","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/P4310320508","host_organization_name":"Society for Industrial and Applied Mathematics","host_organization_lineage":["https://openalex.org/P4310320508"],"host_organization_lineage_names":["Society for Industrial and Applied Mathematics"],"type":"ebook platform"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2025 SIAM International Conference on Data Mining (SDM)","raw_type":"book-chapter"},"type":"book-chapter","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/A5002755684","display_name":"David C. Anastasiu","orcid":"https://orcid.org/0000-0002-8604-9248"},"institutions":[{"id":"https://openalex.org/I16269868","display_name":"Santa Clara University","ror":"https://ror.org/03ypqe447","country_code":"US","type":"education","lineage":["https://openalex.org/I16269868"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"David C. Anastasiu","raw_affiliation_strings":["Computer Science and Engineering, Santa Clara University, Santa Clara, CA, USA"],"affiliations":[{"raw_affiliation_string":"Computer Science and Engineering, Santa Clara University, Santa Clara, CA, USA","institution_ids":["https://openalex.org/I16269868"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5002755684"],"corresponding_institution_ids":["https://openalex.org/I16269868"],"apc_list":null,"apc_paid":null,"fwci":4.9041,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.9278392,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"339","last_page":"342"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9984999895095825,"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":0.9984999895095825,"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/T10775","display_name":"Generative Adversarial Networks and Image Synthesis","score":0.9796000123023987,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T12357","display_name":"Digital Media Forensic Detection","score":0.9767000079154968,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/anticipation","display_name":"Anticipation (artificial intelligence)","score":0.812729001045227},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5021650791168213},{"id":"https://openalex.org/keywords/anomaly","display_name":"Anomaly (physics)","score":0.4524088203907013},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.3402310311794281},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.26414254307746887},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.05551430583000183}],"concepts":[{"id":"https://openalex.org/C176777502","wikidata":"https://www.wikidata.org/wiki/Q4774623","display_name":"Anticipation (artificial intelligence)","level":2,"score":0.812729001045227},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5021650791168213},{"id":"https://openalex.org/C12997251","wikidata":"https://www.wikidata.org/wiki/Q567560","display_name":"Anomaly (physics)","level":2,"score":0.4524088203907013},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.3402310311794281},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.26414254307746887},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.05551430583000183},{"id":"https://openalex.org/C26873012","wikidata":"https://www.wikidata.org/wiki/Q214781","display_name":"Condensed matter physics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1137/1.9781611978520.35","is_oa":false,"landing_page_url":"https://doi.org/10.1137/1.9781611978520.35","pdf_url":null,"source":{"id":"https://openalex.org/S4306463922","display_name":"Society for Industrial and Applied Mathematics eBooks","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/P4310320508","host_organization_name":"Society for Industrial and Applied Mathematics","host_organization_lineage":["https://openalex.org/P4310320508"],"host_organization_lineage_names":["Society for Industrial and Applied Mathematics"],"type":"ebook platform"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2025 SIAM International Conference on Data Mining (SDM)","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W4213201576","https://openalex.org/W2150761772","https://openalex.org/W1579870145","https://openalex.org/W4285549518","https://openalex.org/W2765459612","https://openalex.org/W4399812109","https://openalex.org/W1525751611"],"abstract_inverted_index":{"With":[0],"computational":[1],"power":[2],"expanding":[3],"on":[4],"the":[5,53,81,97,140],"edge":[6],"and":[7,32,58,95,142,151],"deep":[8],"learning":[9],"models":[10],"now":[11],"capable":[12],"of":[13,26,144],"real-time":[14,146],"inference,":[15],"it":[16,103],"is":[17,72,115],"time":[18,56],"to":[19,23,30,120,132],"rethink":[20],"our":[21],"approach":[22],"anomalies.":[24],"Instead":[25],"waiting":[27],"for":[28,155],"anomalies":[29],"happen":[31,101],"then":[33],"detecting":[34],"them,":[35],"why":[36,109,116],"not":[37,100],"predict":[38],"them":[39,44],"before":[40],"they":[41,106,128],"occur\u2014and":[42],"prevent":[43],"altogether?":[45],"Imagine":[46],"a":[47,153,161],"system":[48],"that":[49,61,88],"can":[50,76],"look":[51],"at":[52,55,66],"data":[54],"t":[57,67],"warn":[59],"us":[60],"something":[62],"might":[63,89,107],"go":[64,133],"wrong":[65],"+":[68],"h.":[69],"If":[70],"h":[71],"long":[73],"enough,":[74],"we":[75,138],"act\u2014automatically":[77],"or":[78,125],"semi-automatically\u2014to":[79],"stop":[80],"anomaly":[82,98,148],"in":[83],"its":[84],"tracks.":[85],"Of":[86],"course,":[87],"mean":[90],"changing":[91],"some":[92],"people\u2019s":[93],"plans,":[94],"when":[96],"does":[99],"(because":[102],"was":[104,130],"prevented),":[105],"wonder":[108],"those":[110],"changes":[111],"were":[112],"necessary.":[113],"That":[114],"these":[117,157],"systems":[118,150],"need":[119],"explain":[121],"themselves\u2014showing":[122],"us,":[123],"visually":[124],"descriptively,":[126],"what":[127],"thought":[129],"about":[131],"wrong.":[134],"In":[135],"this":[136],"paper,":[137],"explore":[139],"challenges":[141],"opportunities":[143],"building":[145],"video":[147],"anticipation":[149],"share":[152],"vision":[154],"how":[156],"tools":[158],"could":[159],"make":[160],"real-world":[162],"impact.":[163]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-02-25T08:12:03.925757","created_date":"2025-10-10T00:00:00"}
