{"id":"https://openalex.org/W4406461222","doi":"https://doi.org/10.1109/bigdata62323.2024.10826026","title":"ConfliLPC: Logits and Parameter Calibration for Political Conflict Analysis in Continual Learning","display_name":"ConfliLPC: Logits and Parameter Calibration for Political Conflict Analysis in Continual Learning","publication_year":2024,"publication_date":"2024-12-15","ids":{"openalex":"https://openalex.org/W4406461222","doi":"https://doi.org/10.1109/bigdata62323.2024.10826026"},"language":"en","primary_location":{"id":"doi:10.1109/bigdata62323.2024.10826026","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bigdata62323.2024.10826026","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE International Conference on Big Data (BigData)","raw_type":"proceedings-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/A5100755100","display_name":"Xiaodi Li","orcid":"https://orcid.org/0000-0002-3675-3448"},"institutions":[{"id":"https://openalex.org/I162577319","display_name":"The University of Texas at Dallas","ror":"https://ror.org/049emcs32","country_code":"US","type":"education","lineage":["https://openalex.org/I162577319"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Xiaodi Li","raw_affiliation_strings":["The University of Texas at Dallas,Computer Engineering,Richardson,USA"],"affiliations":[{"raw_affiliation_string":"The University of Texas at Dallas,Computer Engineering,Richardson,USA","institution_ids":["https://openalex.org/I162577319"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5057228948","display_name":"Niamat Zawad","orcid":null},"institutions":[{"id":"https://openalex.org/I162577319","display_name":"The University of Texas at Dallas","ror":"https://ror.org/049emcs32","country_code":"US","type":"education","lineage":["https://openalex.org/I162577319"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Niamat Zawad","raw_affiliation_strings":["The University of Texas at Dallas,Computer Science,Richardson,USA"],"affiliations":[{"raw_affiliation_string":"The University of Texas at Dallas,Computer Science,Richardson,USA","institution_ids":["https://openalex.org/I162577319"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5054154936","display_name":"Patrick T. Brandt","orcid":"https://orcid.org/0000-0002-7261-7056"},"institutions":[{"id":"https://openalex.org/I162577319","display_name":"The University of Texas at Dallas","ror":"https://ror.org/049emcs32","country_code":"US","type":"education","lineage":["https://openalex.org/I162577319"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Patrick T. Brandt","raw_affiliation_strings":["The University of Texas at Dallas,Economic, Political and Policy Science,Richardson,USA"],"affiliations":[{"raw_affiliation_string":"The University of Texas at Dallas,Economic, Political and Policy Science,Richardson,USA","institution_ids":["https://openalex.org/I162577319"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5115905124","display_name":"Javier Osorioc","orcid":null},"institutions":[{"id":"https://openalex.org/I138006243","display_name":"University of Arizona","ror":"https://ror.org/03m2x1q45","country_code":"US","type":"education","lineage":["https://openalex.org/I138006243"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Javier Osorioc","raw_affiliation_strings":["The University of Arizona,School of Government and Public Policy,Tucson,USA"],"affiliations":[{"raw_affiliation_string":"The University of Arizona,School of Government and Public Policy,Tucson,USA","institution_ids":["https://openalex.org/I138006243"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5057729042","display_name":"Vito D\u2019Orazio","orcid":"https://orcid.org/0000-0003-4249-0768"},"institutions":[{"id":"https://openalex.org/I12097938","display_name":"West Virginia University","ror":"https://ror.org/011vxgd24","country_code":"US","type":"education","lineage":["https://openalex.org/I12097938"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Vito D\u2019Orazio","raw_affiliation_strings":["West Virginia University,Department of Political Science,Morgantown,USA"],"affiliations":[{"raw_affiliation_string":"West Virginia University,Department of Political Science,Morgantown,USA","institution_ids":["https://openalex.org/I12097938"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5005002693","display_name":"Latifur Khan","orcid":"https://orcid.org/0000-0002-9300-1576"},"institutions":[{"id":"https://openalex.org/I162577319","display_name":"The University of Texas at Dallas","ror":"https://ror.org/049emcs32","country_code":"US","type":"education","lineage":["https://openalex.org/I162577319"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Latifur Khan","raw_affiliation_strings":["The University of Texas at Dallas,Computer Science,Richardson,USA"],"affiliations":[{"raw_affiliation_string":"The University of Texas at Dallas,Computer Science,Richardson,USA","institution_ids":["https://openalex.org/I162577319"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5100755100"],"corresponding_institution_ids":["https://openalex.org/I162577319"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.23782991,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"6320","last_page":"6329"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11307","display_name":"Domain Adaptation and Few-Shot Learning","score":0.9922000169754028,"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/T11307","display_name":"Domain Adaptation and Few-Shot Learning","score":0.9922000169754028,"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/T12676","display_name":"Machine Learning and ELM","score":0.9340999722480774,"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/T10747","display_name":"Disaster Management and Resilience","score":0.9189000129699707,"subfield":{"id":"https://openalex.org/subfields/3312","display_name":"Sociology and Political Science"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/calibration","display_name":"Calibration","score":0.6879099607467651},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5721352696418762},{"id":"https://openalex.org/keywords/operations-research","display_name":"Operations research","score":0.382159024477005},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3781190812587738},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3559279441833496},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.1992509365081787},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.15746980905532837},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.13407117128372192}],"concepts":[{"id":"https://openalex.org/C165838908","wikidata":"https://www.wikidata.org/wiki/Q736777","display_name":"Calibration","level":2,"score":0.6879099607467651},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5721352696418762},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.382159024477005},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3781190812587738},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3559279441833496},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.1992509365081787},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.15746980905532837},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.13407117128372192}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/bigdata62323.2024.10826026","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bigdata62323.2024.10826026","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE International Conference on Big Data (BigData)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":45,"referenced_works":["https://openalex.org/W99485931","https://openalex.org/W1493526108","https://openalex.org/W1522301498","https://openalex.org/W1563091572","https://openalex.org/W2116522068","https://openalex.org/W2129250947","https://openalex.org/W2474694648","https://openalex.org/W2560647685","https://openalex.org/W2604763608","https://openalex.org/W2777761734","https://openalex.org/W2788388592","https://openalex.org/W2896457183","https://openalex.org/W2902625698","https://openalex.org/W2913340405","https://openalex.org/W2962982474","https://openalex.org/W2963072899","https://openalex.org/W2963588172","https://openalex.org/W2970597249","https://openalex.org/W3104215796","https://openalex.org/W3123853033","https://openalex.org/W3153096277","https://openalex.org/W3174223793","https://openalex.org/W3202568778","https://openalex.org/W3208862453","https://openalex.org/W4253557224","https://openalex.org/W4283645283","https://openalex.org/W4285025495","https://openalex.org/W4287887967","https://openalex.org/W4287889346","https://openalex.org/W4295883599","https://openalex.org/W4306316933","https://openalex.org/W4319988532","https://openalex.org/W4385573820","https://openalex.org/W4385574387","https://openalex.org/W6631190155","https://openalex.org/W6721263324","https://openalex.org/W6736057607","https://openalex.org/W6741087337","https://openalex.org/W6741217325","https://openalex.org/W6747837551","https://openalex.org/W6751420435","https://openalex.org/W6755207826","https://openalex.org/W6757384668","https://openalex.org/W6763701032","https://openalex.org/W6849896277"],"related_works":["https://openalex.org/W2961085424","https://openalex.org/W4306674287","https://openalex.org/W4387369504","https://openalex.org/W3046775127","https://openalex.org/W4394896187","https://openalex.org/W3170094116","https://openalex.org/W4386462264","https://openalex.org/W3107602296","https://openalex.org/W4364306694","https://openalex.org/W4312192474"],"abstract_inverted_index":{"The":[0,87,142],"ConfliLPC":[1,68,150],"framework":[2,88],"introduces":[3],"an":[4],"innovative":[5],"integration":[6],"of":[7,23,35,116,139,148],"Logits":[8],"and":[9,26,33,71,103,121,131,137,152],"Parameter":[10],"Calibration":[11],"(LPC)":[12],"with":[13],"the":[14,20,31,114,135,146,149],"ConfliBERT":[15],"model,":[16],"tailored":[17],"specifically":[18],"for":[19,129],"nuanced":[21],"analysis":[22,102],"political":[24,66,117,140],"conflict":[25,95,119],"violence.":[27],"This":[28,106],"paper":[29],"details":[30],"development":[32],"application":[34],"ConfliLPC,":[36],"highlighting":[37],"its":[38,76,153],"robust":[39],"capability":[40,154],"to":[41,43,49,61,78,113,155],"adapt":[42],"evolving":[44],"data":[45],"landscapes":[46],"without":[47],"succumbing":[48],"catastrophic":[50],"forgetting":[51],"(CF),":[52],"a":[53,110,126],"common":[54],"challenge":[55],"in":[56,100,134],"machine":[57,123],"learning":[58],"models":[59],"applied":[60,122],"dynamic":[62],"domains":[63],"such":[64],"as":[65,109],"science.":[67],"enhances":[69],"accuracy":[70],"adaptability":[72],"by":[73],"continually":[74],"adjusting":[75],"parameters":[77],"accommodate":[79],"new":[80],"information":[81],"while":[82],"retaining":[83],"valuable":[84],"historical":[85],"insights.":[86],"has":[89],"been":[90],"rigorously":[91],"tested":[92],"across":[93],"various":[94],"scenarios,":[96],"demonstrating":[97],"superior":[98],"performance":[99],"real-time":[101],"predictive":[104],"tasks.":[105],"work":[107],"serves":[108],"significant":[111],"contribution":[112],"fields":[115],"science,":[118],"research,":[120],"learning,":[124],"providing":[125],"powerful":[127],"tool":[128],"analysts":[130],"policymakers":[132],"engaged":[133],"understanding":[136],"resolution":[138],"conflict.":[141],"experimental":[143],"results":[144],"highlight":[145],"efficiency":[147],"method":[151],"minimize":[156],"CF.":[157],"Our":[158],"code":[159],"is":[160],"publicly":[161],"available<sup":[162],"xmlns:mml=\"http://www.w3.org/1998/Math/MathML\"":[163],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">1</sup>":[164]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
