{"id":"https://openalex.org/W7134189346","doi":"https://doi.org/10.1109/bigdata66926.2025.11402223","title":"CGFNet: Frequency-Domain Causal Discovery and Dual-Path Spectral Filtering for Wildfire Prediction","display_name":"CGFNet: Frequency-Domain Causal Discovery and Dual-Path Spectral Filtering for Wildfire Prediction","publication_year":2025,"publication_date":"2025-12-08","ids":{"openalex":"https://openalex.org/W7134189346","doi":"https://doi.org/10.1109/bigdata66926.2025.11402223"},"language":null,"primary_location":{"id":"doi:10.1109/bigdata66926.2025.11402223","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bigdata66926.2025.11402223","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 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/A5103788108","display_name":"Hangyuan DU","orcid":null},"institutions":[{"id":"https://openalex.org/I181877577","display_name":"Shanxi University","ror":"https://ror.org/03y3e3s17","country_code":"CN","type":"education","lineage":["https://openalex.org/I181877577"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Hangyuan Du","raw_affiliation_strings":["School of Computer and Information Technology, Shanxi University,Taiyuan,China"],"affiliations":[{"raw_affiliation_string":"School of Computer and Information Technology, Shanxi University,Taiyuan,China","institution_ids":["https://openalex.org/I181877577"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5128372904","display_name":"Dengke Su","orcid":null},"institutions":[{"id":"https://openalex.org/I181877577","display_name":"Shanxi University","ror":"https://ror.org/03y3e3s17","country_code":"CN","type":"education","lineage":["https://openalex.org/I181877577"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Dengke Su","raw_affiliation_strings":["School of Computer and Information Technology, Shanxi University,Taiyuan,China"],"affiliations":[{"raw_affiliation_string":"School of Computer and Information Technology, Shanxi University,Taiyuan,China","institution_ids":["https://openalex.org/I181877577"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5029911006","display_name":"Lu Bai","orcid":"https://orcid.org/0000-0003-1687-0863"},"institutions":[{"id":"https://openalex.org/I181877577","display_name":"Shanxi University","ror":"https://ror.org/03y3e3s17","country_code":"CN","type":"education","lineage":["https://openalex.org/I181877577"]},{"id":"https://openalex.org/I25254941","display_name":"Beijing Normal University","ror":"https://ror.org/022k4wk35","country_code":"CN","type":"education","lineage":["https://openalex.org/I25254941"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Liang Bai","raw_affiliation_strings":["School of Artificial Intelligence, Beijing Normal University,Beijing,China","Shanxi University,Key Laboratory of Computational Intelligence and Chinese Information Processing,Taiyuan,China"],"affiliations":[{"raw_affiliation_string":"School of Artificial Intelligence, Beijing Normal University,Beijing,China","institution_ids":["https://openalex.org/I25254941"]},{"raw_affiliation_string":"Shanxi University,Key Laboratory of Computational Intelligence and Chinese Information Processing,Taiyuan,China","institution_ids":["https://openalex.org/I181877577"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067305206","display_name":"Gaoxia Jiang","orcid":"https://orcid.org/0000-0002-2343-1132"},"institutions":[{"id":"https://openalex.org/I181877577","display_name":"Shanxi University","ror":"https://ror.org/03y3e3s17","country_code":"CN","type":"education","lineage":["https://openalex.org/I181877577"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Gaoxia Jiang","raw_affiliation_strings":["School of Computer and Information Technology, Shanxi University,Taiyuan,China"],"affiliations":[{"raw_affiliation_string":"School of Computer and Information Technology, Shanxi University,Taiyuan,China","institution_ids":["https://openalex.org/I181877577"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5029911006","display_name":"Lu Bai","orcid":"https://orcid.org/0000-0003-1687-0863"},"institutions":[{"id":"https://openalex.org/I181877577","display_name":"Shanxi University","ror":"https://ror.org/03y3e3s17","country_code":"CN","type":"education","lineage":["https://openalex.org/I181877577"]},{"id":"https://openalex.org/I25254941","display_name":"Beijing Normal University","ror":"https://ror.org/022k4wk35","country_code":"CN","type":"education","lineage":["https://openalex.org/I25254941"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lu Bai","raw_affiliation_strings":["School of Artificial Intelligence, Beijing Normal University,Beijing,China","Shanxi University,Key Laboratory of Computational Intelligence and Chinese Information Processing,Taiyuan,China"],"affiliations":[{"raw_affiliation_string":"School of Artificial Intelligence, Beijing Normal University,Beijing,China","institution_ids":["https://openalex.org/I25254941"]},{"raw_affiliation_string":"Shanxi University,Key Laboratory of Computational Intelligence and Chinese Information Processing,Taiyuan,China","institution_ids":["https://openalex.org/I181877577"]}]},{"author_position":"last","author":{"id":null,"display_name":"Wenjian Wang","orcid":null},"institutions":[{"id":"https://openalex.org/I181877577","display_name":"Shanxi University","ror":"https://ror.org/03y3e3s17","country_code":"CN","type":"education","lineage":["https://openalex.org/I181877577"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wenjian Wang","raw_affiliation_strings":["School of Computer and Information Technology, Shanxi University,Taiyuan,China"],"affiliations":[{"raw_affiliation_string":"School of Computer and Information Technology, Shanxi University,Taiyuan,China","institution_ids":["https://openalex.org/I181877577"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5103788108"],"corresponding_institution_ids":["https://openalex.org/I181877577"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.86192705,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"26","last_page":"35"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11273","display_name":"Advanced Graph Neural Networks","score":0.43369999527931213,"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/T11273","display_name":"Advanced Graph Neural Networks","score":0.43369999527931213,"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/T11303","display_name":"Bayesian Modeling and Causal Inference","score":0.07240000367164612,"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/T11689","display_name":"Adversarial Robustness in Machine Learning","score":0.03759999945759773,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/filter","display_name":"Filter (signal processing)","score":0.2874000072479248},{"id":"https://openalex.org/keywords/noise","display_name":"Noise (video)","score":0.271699994802475},{"id":"https://openalex.org/keywords/spectral-analysis","display_name":"Spectral analysis","score":0.27140000462532043},{"id":"https://openalex.org/keywords/event","display_name":"Event (particle physics)","score":0.249099999666214},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.24609999358654022}],"concepts":[{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.570900022983551},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4212000072002411},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.35339999198913574},{"id":"https://openalex.org/C106131492","wikidata":"https://www.wikidata.org/wiki/Q3072260","display_name":"Filter (signal processing)","level":2,"score":0.2874000072479248},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.2809999883174896},{"id":"https://openalex.org/C99498987","wikidata":"https://www.wikidata.org/wiki/Q2210247","display_name":"Noise (video)","level":3,"score":0.271699994802475},{"id":"https://openalex.org/C2983668108","wikidata":"https://www.wikidata.org/wiki/Q280453","display_name":"Spectral analysis","level":3,"score":0.27140000462532043},{"id":"https://openalex.org/C2779662365","wikidata":"https://www.wikidata.org/wiki/Q5416694","display_name":"Event (particle physics)","level":2,"score":0.249099999666214},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.24609999358654022},{"id":"https://openalex.org/C2781170535","wikidata":"https://www.wikidata.org/wiki/Q30587856","display_name":"Noisy data","level":2,"score":0.23409999907016754}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/bigdata66926.2025.11402223","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bigdata66926.2025.11402223","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE International Conference on Big Data (BigData)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.5689581632614136,"display_name":"Climate action","id":"https://metadata.un.org/sdg/13"}],"awards":[{"id":"https://openalex.org/G7878328949","display_name":null,"funder_award_id":"62576198,62476157,62432006,62576371,62576201","funder_id":"https://openalex.org/F4320320885","funder_display_name":"European Research Consortium for Informatics and Mathematics"}],"funders":[{"id":"https://openalex.org/F4320320885","display_name":"European Research Consortium for Informatics and Mathematics","ror":"https://ror.org/055zrhj18"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":31,"referenced_works":["https://openalex.org/W1549386224","https://openalex.org/W2024385502","https://openalex.org/W2027607571","https://openalex.org/W2041782669","https://openalex.org/W2064675550","https://openalex.org/W2082257753","https://openalex.org/W2083278075","https://openalex.org/W2085009317","https://openalex.org/W2090764388","https://openalex.org/W2096023955","https://openalex.org/W2105934661","https://openalex.org/W2118418963","https://openalex.org/W2157331557","https://openalex.org/W2178955519","https://openalex.org/W2529736760","https://openalex.org/W2593118993","https://openalex.org/W2807398427","https://openalex.org/W2901504064","https://openalex.org/W2913323966","https://openalex.org/W2968432221","https://openalex.org/W2993247229","https://openalex.org/W3061952506","https://openalex.org/W3135588948","https://openalex.org/W3157510944","https://openalex.org/W3216383310","https://openalex.org/W4229459204","https://openalex.org/W4231726431","https://openalex.org/W4243053434","https://openalex.org/W4387346375","https://openalex.org/W4394918656","https://openalex.org/W4400361756"],"related_works":[],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-04-09T08:11:56.329763","created_date":"2026-03-09T00:00:00"}
