{"id":"https://openalex.org/W7203778276","doi":"https://doi.org/10.26599/bdma.2025.9020099","title":"Hypergraph-Enhanced Multimodal Dynamics for Multi-Omics Classification via Intra- and Inter-Sample Fusion","display_name":"Hypergraph-Enhanced Multimodal Dynamics for Multi-Omics Classification via Intra- and Inter-Sample Fusion","publication_year":2026,"publication_date":"2026-08-19","ids":{"openalex":"https://openalex.org/W7203778276","doi":"https://doi.org/10.26599/bdma.2025.9020099"},"language":"en","primary_location":{"id":"doi:10.26599/bdma.2025.9020099","doi":"https://doi.org/10.26599/bdma.2025.9020099","is_oa":true,"landing_page_url":"https://doi.org/10.26599/bdma.2025.9020099","pdf_url":null,"source":{"id":"https://openalex.org/S4210209060","display_name":"Big Data Mining and Analytics","issn_l":"2096-0654","issn":["2096-0654","2097-406X"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["cwts-core","doaj","dongbi-c","oarl","poland-20","russia-white-list-1"],"host_organization":"https://openalex.org/P4310311901","host_organization_name":"Tsinghua University Press","host_organization_lineage":["https://openalex.org/P4310311901","https://openalex.org/P4353108601"],"host_organization_lineage_names":["Tsinghua University Press","Tsinghua University"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Big Data Mining and Analytics","raw_type":"journal-article"},"volume":null,"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://doi.org/10.26599/bdma.2025.9020099","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5128915389","display_name":"Jiawei Li","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I162868743","display_name":"Tianjin University","ror":"https://ror.org/012tb2g32","country_code":"CN","type":"education","lineage":["https://openalex.org/I162868743"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiawei Li","raw_affiliation_strings":["School of Computer Science and Technology, College of Intelligence and Computing, Tianjin University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, College of Intelligence and Computing, Tianjin University","institution_ids":["https://openalex.org/I162868743"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5104652286","display_name":"Mengyuan Zhao","orcid":"https://orcid.org/0000-0003-4913-132X","observed_orcids":["https://orcid.org/0000-0003-4913-132X"]},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210145761","display_name":"Shenzhen Institutes of Advanced Technology","ror":"https://ror.org/04gh4er46","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210145761"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Mengyuan Zhao","raw_affiliation_strings":["Shenzhen Institute of Advanced Technology, Chinese Academy of Sciences"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Shenzhen Institute of Advanced Technology, Chinese Academy of Sciences","institution_ids":["https://openalex.org/I19820366","https://openalex.org/I4210145761"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5146328540","display_name":"Yilang Xiao","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4405255904","display_name":"Shenzhen University of Advanced Technology","ror":"https://ror.org/03hz5th67","country_code":"CN","type":"education","lineage":["https://openalex.org/I4405255904"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yilang Xiao","raw_affiliation_strings":["Shenzhen University of Advanced Technology"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Shenzhen University of Advanced Technology","institution_ids":["https://openalex.org/I4405255904"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5147597085","display_name":"Meiyi Xie","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4405255904","display_name":"Shenzhen University of Advanced Technology","ror":"https://ror.org/03hz5th67","country_code":"CN","type":"education","lineage":["https://openalex.org/I4405255904"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Meiyi Xie","raw_affiliation_strings":["Shenzhen University of Advanced Technology"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Shenzhen University of Advanced Technology","institution_ids":["https://openalex.org/I4405255904"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5147525368","display_name":"Limin Jiang","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I145608581","display_name":"University of Miami","ror":"https://ror.org/02dgjyy92","country_code":"US","type":"education","lineage":["https://openalex.org/I145608581"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Limin Jiang","raw_affiliation_strings":["University of Miami"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Miami","institution_ids":["https://openalex.org/I145608581"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012932387","display_name":"Shizhan Chen","orcid":"https://orcid.org/0000-0002-4430-4765","observed_orcids":["https://orcid.org/0000-0002-4430-4765"]},"institutions":[{"id":"https://openalex.org/I162868743","display_name":"Tianjin University","ror":"https://ror.org/012tb2g32","country_code":"CN","type":"education","lineage":["https://openalex.org/I162868743"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shizhan Chen","raw_affiliation_strings":["School of Computer Science and Technology, College of Intelligence and Computing, Tianjin University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, College of Intelligence and Computing, Tianjin University","institution_ids":["https://openalex.org/I162868743"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001619694","display_name":"Jijun Tang","orcid":"https://orcid.org/0000-0002-6377-536X","observed_orcids":["https://orcid.org/0000-0002-6377-536X"]},"institutions":[{"id":"https://openalex.org/I4405255904","display_name":"Shenzhen University of Advanced Technology","ror":"https://ror.org/03hz5th67","country_code":"CN","type":"education","lineage":["https://openalex.org/I4405255904"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jijun Tang","raw_affiliation_strings":["Shenzhen University of Advanced Technology"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Shenzhen University of Advanced Technology","institution_ids":["https://openalex.org/I4405255904"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100702161","display_name":"Fei Guo","orcid":"https://orcid.org/0000-0001-8346-0798","observed_orcids":["https://orcid.org/0000-0001-8346-0798","https://orcid.org/0009-0008-9499-4830"]},"institutions":[{"id":"https://openalex.org/I139660479","display_name":"Central South University","ror":"https://ror.org/00f1zfq44","country_code":"CN","type":"education","lineage":["https://openalex.org/I139660479"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Fei Guo","raw_affiliation_strings":["School of Computer Science and Engineering, Central South University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, Central South University","institution_ids":["https://openalex.org/I139660479"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.53316753,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"9","issue":"5","first_page":"1216","last_page":"1242"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10887","display_name":"Bioinformatics and Genomic Networks","score":0.7588000297546387,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"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"}},"topics":[{"id":"https://openalex.org/T10887","display_name":"Bioinformatics and Genomic Networks","score":0.7588000297546387,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"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/T11714","display_name":"Multimodal Machine Learning Applications","score":0.03020000085234642,"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/T10885","display_name":"Gene expression and cancer classification","score":0.025100000202655792,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"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"}}],"keywords":[{"id":"https://openalex.org/keywords/hypergraph-learning","display_name":"hypergraph learning","score":0.7059999704360962},{"id":"https://openalex.org/keywords/multimodal-fusion","display_name":"multimodal fusion","score":0.9010000228881836}],"concepts":[{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5690000057220459},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.536899983882904},{"id":"https://openalex.org/C158525013","wikidata":"https://www.wikidata.org/wiki/Q2593739","display_name":"Fusion","level":2,"score":0.4334999918937683},{"id":"https://openalex.org/C145912823","wikidata":"https://www.wikidata.org/wiki/Q113558","display_name":"Dynamics (music)","level":2,"score":0.396699994802475},{"id":"https://openalex.org/C33954974","wikidata":"https://www.wikidata.org/wiki/Q486494","display_name":"Sensor fusion","level":2,"score":0.35499998927116394},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3488999903202057},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.2858000099658966},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.27869999408721924},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.2590000033378601},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.24729999899864197}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.26599/bdma.2025.9020099","doi":"https://doi.org/10.26599/bdma.2025.9020099","is_oa":true,"landing_page_url":"https://doi.org/10.26599/bdma.2025.9020099","pdf_url":null,"source":{"id":"https://openalex.org/S4210209060","display_name":"Big Data Mining and Analytics","issn_l":"2096-0654","issn":["2096-0654","2097-406X"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["cwts-core","doaj","dongbi-c","oarl","poland-20","russia-white-list-1"],"host_organization":"https://openalex.org/P4310311901","host_organization_name":"Tsinghua University Press","host_organization_lineage":["https://openalex.org/P4310311901","https://openalex.org/P4353108601"],"host_organization_lineage_names":["Tsinghua University Press","Tsinghua University"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Big Data Mining and Analytics","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.26599/bdma.2025.9020099","doi":"https://doi.org/10.26599/bdma.2025.9020099","is_oa":true,"landing_page_url":"https://doi.org/10.26599/bdma.2025.9020099","pdf_url":null,"source":{"id":"https://openalex.org/S4210209060","display_name":"Big Data Mining and Analytics","issn_l":"2096-0654","issn":["2096-0654","2097-406X"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["cwts-core","doaj","dongbi-c","oarl","poland-20","russia-white-list-1"],"host_organization":"https://openalex.org/P4310311901","host_organization_name":"Tsinghua University Press","host_organization_lineage":["https://openalex.org/P4310311901","https://openalex.org/P4353108601"],"host_organization_lineage_names":["Tsinghua University Press","Tsinghua University"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Big Data Mining and Analytics","raw_type":"journal-article"},"sustainable_development_goals":[],"study_designs":[],"awards":[{"id":"https://openalex.org/G2576595623","display_name":null,"funder_award_id":"U24A20257,62322215,62532017","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320321514","display_name":"Central South University","ror":"https://ror.org/00f1zfq44"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":44,"referenced_works":["https://openalex.org/W1881929920","https://openalex.org/W1987219048","https://openalex.org/W2132619562","https://openalex.org/W2251394420","https://openalex.org/W2892880750","https://openalex.org/W2907492528","https://openalex.org/W2909472027","https://openalex.org/W2951512807","https://openalex.org/W2985331920","https://openalex.org/W3048631361","https://openalex.org/W3081753142","https://openalex.org/W3165629450","https://openalex.org/W3168463823","https://openalex.org/W3170986249","https://openalex.org/W3175879905","https://openalex.org/W3203023124","https://openalex.org/W4210546025","https://openalex.org/W4282926996","https://openalex.org/W4288055133","https://openalex.org/W4301594934","https://openalex.org/W4304087177","https://openalex.org/W4307640249","https://openalex.org/W4312946813","https://openalex.org/W4313525378","https://openalex.org/W4323519812","https://openalex.org/W4362579348","https://openalex.org/W4376226279","https://openalex.org/W4381613464","https://openalex.org/W4386316597","https://openalex.org/W4388423588","https://openalex.org/W4390991991","https://openalex.org/W4390992445","https://openalex.org/W4400768551","https://openalex.org/W4401093660","https://openalex.org/W4401798479","https://openalex.org/W4401863422","https://openalex.org/W4404270506","https://openalex.org/W4405563164","https://openalex.org/W4406238012","https://openalex.org/W4406456968","https://openalex.org/W4407319120","https://openalex.org/W4407637853","https://openalex.org/W4409321117","https://openalex.org/W4412825760"],"related_works":["https://openalex.org/W7171488990","https://openalex.org/W2238080042","https://openalex.org/W220841388","https://openalex.org/W4393185961","https://openalex.org/W6941125436","https://openalex.org/W7223052686","https://openalex.org/W4246609141","https://openalex.org/W2921939992","https://openalex.org/W7128355074","https://openalex.org/W7167721826"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-10-28T10:33:24.094632","created_date":"2026-08-20T00:00:00"}