{"id":"https://openalex.org/W4285606168","doi":"https://doi.org/10.24963/ijcai.2022/649","title":"An Online Learning Approach towards Far-sighted Emergency Relief Planning under Intentional Attacks in Conflict Areas","display_name":"An Online Learning Approach towards Far-sighted Emergency Relief Planning under Intentional Attacks in Conflict Areas","publication_year":2022,"publication_date":"2022-07-01","ids":{"openalex":"https://openalex.org/W4285606168","doi":"https://doi.org/10.24963/ijcai.2022/649"},"language":"en","primary_location":{"id":"doi:10.24963/ijcai.2022/649","is_oa":true,"landing_page_url":"https://doi.org/10.24963/ijcai.2022/649","pdf_url":"https://www.ijcai.org/proceedings/2022/0649.pdf","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.ijcai.org/proceedings/2022/0649.pdf","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5014129276","display_name":"Haoyu Yang","orcid":"https://orcid.org/0000-0002-6189-5595"},"institutions":[{"id":"https://openalex.org/I170215575","display_name":"National University of Defense Technology","ror":"https://ror.org/05d2yfz11","country_code":"CN","type":"education","lineage":["https://openalex.org/I170215575"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Haoyu Yang","raw_affiliation_strings":["Laboratory for Big Data and Decision, National University of Defense Technology","Laboratory for Big Data and Decision, National University of Defense Technology, Changsha, P.R.China 410073"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Laboratory for Big Data and Decision, National University of Defense Technology","institution_ids":["https://openalex.org/I170215575"]},{"raw_affiliation_string":"Laboratory for Big Data and Decision, National University of Defense Technology, Changsha, P.R.China 410073","institution_ids":["https://openalex.org/I170215575"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043646630","display_name":"Kaiming Xiao","orcid":"https://orcid.org/0000-0002-3172-7072"},"institutions":[{"id":"https://openalex.org/I170215575","display_name":"National University of Defense Technology","ror":"https://ror.org/05d2yfz11","country_code":"CN","type":"education","lineage":["https://openalex.org/I170215575"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Kaiming Xiao","raw_affiliation_strings":["Laboratory for Big Data and Decision, National University of Defense Technology","Laboratory for Big Data and Decision, National University of Defense Technology, Changsha, P.R.China 410073"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Laboratory for Big Data and Decision, National University of Defense Technology","institution_ids":["https://openalex.org/I170215575"]},{"raw_affiliation_string":"Laboratory for Big Data and Decision, National University of Defense Technology, Changsha, P.R.China 410073","institution_ids":["https://openalex.org/I170215575"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007692391","display_name":"Lihua Liu","orcid":"https://orcid.org/0000-0002-5774-951X"},"institutions":[{"id":"https://openalex.org/I170215575","display_name":"National University of Defense Technology","ror":"https://ror.org/05d2yfz11","country_code":"CN","type":"education","lineage":["https://openalex.org/I170215575"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lihua Liu","raw_affiliation_strings":["Laboratory for Big Data and Decision, National University of Defense Technology","Laboratory for Big Data and Decision, National University of Defense Technology, Changsha, P.R.China 410073"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Laboratory for Big Data and Decision, National University of Defense Technology","institution_ids":["https://openalex.org/I170215575"]},{"raw_affiliation_string":"Laboratory for Big Data and Decision, National University of Defense Technology, Changsha, P.R.China 410073","institution_ids":["https://openalex.org/I170215575"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5041368835","display_name":"Hongbin Huang","orcid":"https://orcid.org/0000-0002-5179-3640"},"institutions":[{"id":"https://openalex.org/I170215575","display_name":"National University of Defense Technology","ror":"https://ror.org/05d2yfz11","country_code":"CN","type":"education","lineage":["https://openalex.org/I170215575"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hongbin Huang","raw_affiliation_strings":["Laboratory for Big Data and Decision, National University of Defense Technology","Laboratory for Big Data and Decision, National University of Defense Technology, Changsha, P.R.China 410073"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Laboratory for Big Data and Decision, National University of Defense Technology","institution_ids":["https://openalex.org/I170215575"]},{"raw_affiliation_string":"Laboratory for Big Data and Decision, National University of Defense Technology, Changsha, P.R.China 410073","institution_ids":["https://openalex.org/I170215575"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100340721","display_name":"Weiming Zhang","orcid":"https://orcid.org/0000-0002-1440-4757"},"institutions":[{"id":"https://openalex.org/I170215575","display_name":"National University of Defense Technology","ror":"https://ror.org/05d2yfz11","country_code":"CN","type":"education","lineage":["https://openalex.org/I170215575"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Weiming Zhang","raw_affiliation_strings":["Laboratory for Big Data and Decision, National University of Defense Technology","Laboratory for Big Data and Decision, National University of Defense Technology, Changsha, P.R.China 410073"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Laboratory for Big Data and Decision, National University of Defense Technology","institution_ids":["https://openalex.org/I170215575"]},{"raw_affiliation_string":"Laboratory for Big Data and Decision, National University of Defense Technology, Changsha, P.R.China 410073","institution_ids":["https://openalex.org/I170215575"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I170215575"],"apc_list":null,"apc_paid":null,"fwci":0.923,"has_fulltext":true,"cited_by_count":1,"citation_normalized_percentile":{"value":0.72194583,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"4679","last_page":"4685"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11502","display_name":"Facility Location and Emergency Management","score":0.9984999895095825,"subfield":{"id":"https://openalex.org/subfields/1407","display_name":"Organizational Behavior and Human Resource Management"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T11502","display_name":"Facility Location and Emergency Management","score":0.9984999895095825,"subfield":{"id":"https://openalex.org/subfields/1407","display_name":"Organizational Behavior and Human Resource Management"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11807","display_name":"Infrastructure Resilience and Vulnerability Analysis","score":0.9984999895095825,"subfield":{"id":"https://openalex.org/subfields/2205","display_name":"Civil and Structural Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11500","display_name":"Evacuation and Crowd Dynamics","score":0.9958000183105469,"subfield":{"id":"https://openalex.org/subfields/2212","display_name":"Ocean 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/plan","display_name":"Plan (archaeology)","score":0.6490252614021301},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6366856098175049},{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.5742103457450867},{"id":"https://openalex.org/keywords/online-learning","display_name":"Online learning","score":0.505915105342865},{"id":"https://openalex.org/keywords/emergency-management","display_name":"Emergency management","score":0.4999866485595703},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.48416024446487427},{"id":"https://openalex.org/keywords/offline-learning","display_name":"Offline learning","score":0.45542827248573303},{"id":"https://openalex.org/keywords/operations-research","display_name":"Operations research","score":0.4532259404659271},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.17755529284477234},{"id":"https://openalex.org/keywords/political-science","display_name":"Political science","score":0.13418394327163696},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.12128463387489319},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.11443006992340088}],"concepts":[{"id":"https://openalex.org/C2776505523","wikidata":"https://www.wikidata.org/wiki/Q4785468","display_name":"Plan (archaeology)","level":2,"score":0.6490252614021301},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6366856098175049},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.5742103457450867},{"id":"https://openalex.org/C2986087404","wikidata":"https://www.wikidata.org/wiki/Q15946010","display_name":"Online learning","level":2,"score":0.505915105342865},{"id":"https://openalex.org/C62555980","wikidata":"https://www.wikidata.org/wiki/Q1460420","display_name":"Emergency management","level":2,"score":0.4999866485595703},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.48416024446487427},{"id":"https://openalex.org/C2780490138","wikidata":"https://www.wikidata.org/wiki/Q7079636","display_name":"Offline learning","level":3,"score":0.45542827248573303},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.4532259404659271},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.17755529284477234},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.13418394327163696},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.12128463387489319},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.11443006992340088},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.24963/ijcai.2022/649","is_oa":true,"landing_page_url":"https://doi.org/10.24963/ijcai.2022/649","pdf_url":"https://www.ijcai.org/proceedings/2022/0649.pdf","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.24963/ijcai.2022/649","is_oa":true,"landing_page_url":"https://doi.org/10.24963/ijcai.2022/649","pdf_url":"https://www.ijcai.org/proceedings/2022/0649.pdf","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence","raw_type":"proceedings-article"},"sustainable_development_goals":[{"display_name":"Decent work and economic growth","id":"https://metadata.un.org/sdg/8","score":0.41999998688697815}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4285606168.pdf","grobid_xml":"https://content.openalex.org/works/W4285606168.grobid-xml"},"referenced_works_count":32,"referenced_works":["https://openalex.org/W1482846566","https://openalex.org/W2014007173","https://openalex.org/W2093517413","https://openalex.org/W2094463866","https://openalex.org/W2096159893","https://openalex.org/W2122886291","https://openalex.org/W2135203439","https://openalex.org/W2524456876","https://openalex.org/W2614942053","https://openalex.org/W2739917298","https://openalex.org/W2782958839","https://openalex.org/W2790144727","https://openalex.org/W2792119783","https://openalex.org/W2877214426","https://openalex.org/W2899324268","https://openalex.org/W2904639101","https://openalex.org/W2912474513","https://openalex.org/W2936689572","https://openalex.org/W2951543070","https://openalex.org/W2966080558","https://openalex.org/W2969753118","https://openalex.org/W2988749387","https://openalex.org/W3001294945","https://openalex.org/W3007880168","https://openalex.org/W3099205153","https://openalex.org/W4289331148","https://openalex.org/W6678251048","https://openalex.org/W6767151195","https://openalex.org/W6774070960","https://openalex.org/W6791858558","https://openalex.org/W6803771590","https://openalex.org/W6824717105"],"related_works":["https://openalex.org/W2389214306","https://openalex.org/W4235240664","https://openalex.org/W2965083567","https://openalex.org/W1838576100","https://openalex.org/W2095886385","https://openalex.org/W2889616422","https://openalex.org/W2952181314","https://openalex.org/W4386715814","https://openalex.org/W3207447243","https://openalex.org/W3144950473"],"abstract_inverted_index":{"A":[0],"large":[1,49],"number":[2],"of":[3,62,92,101,139,169,183],"emergency":[4,63,120],"humanitarian":[5,30],"rescue":[6],"demands":[7],"in":[8,37,69,73,112,175],"conflict":[9],"areas":[10],"around":[11],"the":[12,74,77,99,140,167,179],"world":[13],"are":[14,81,110,148],"accompanied":[15],"by":[16],"intentional,":[17],"persistent":[18],"and":[19,24,42,79,103,172,181],"unpredictable":[20],"attacks":[21,174],"on":[22,29,158,166],"rescuers":[23],"supplies.":[25],"Unfortunately,":[26],"existing":[27],"work":[28],"relief":[31,44,64,121,162],"planning":[32,65,122,163],"mostly":[33],"ignores":[34],"this":[35,93],"challenge":[36],"reality":[38],"resulting":[39],"a":[40,48,118,136,159],"parlous":[41],"short-sighted":[43],"distribution":[45],"plan":[46],"to":[47,83,97,134],"extent.":[50],"To":[51,116],"address":[52],"this,":[53],"we":[54,125],"first":[55],"propose":[56],"an":[57,89,113,127,152],"offline":[58,141],"multi-stage":[59],"optimization":[60],"problem":[61,94,142],"under":[66,123],"intentional":[67],"attacks,":[68,124],"which":[70,131],"all":[71],"parameters":[72,109,147],"game":[75],"between":[76],"rescuer":[78],"attacker":[80],"supposed":[82],"be":[84],"known":[85],"or":[86],"predictable.":[87],"Then,":[88],"online":[90,102,114,128,145],"version":[91],"is":[95,132],"introduced":[96],"meet":[98],"need":[100],"irrevocable":[104],"decision":[105],"making":[106],"when":[107,143],"those":[108,144],"revealed":[111],"fashion.":[115],"achieve":[117],"far-sighted":[119],"design":[126],"learning":[129],"approach":[130],"proven":[133],"obtain":[135],"near-optimal":[137],"solution":[138],"reveled":[146],"i.i.d.":[149],"sampled":[150],"from":[151],"unknown":[153],"distribution.":[154],"Finally,":[155],"extensive":[156],"experiments":[157],"real":[160],"anti-Ebola":[161],"case":[164],"based":[165],"data":[168],"Ebola":[170],"outbreak":[171],"armed":[173],"DRC":[176],"Congo":[177],"show":[178],"scalability":[180],"effectiveness":[182],"our":[184],"approach.":[185]},"counts_by_year":[{"year":2023,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}
