{"id":"https://openalex.org/W4412825786","doi":"https://doi.org/10.1093/bib/bbaf372","title":"ConvNTC: convolutional neural tensor completion for detecting \u201cA\u2013A\u2013B\u201d type biological triplets","display_name":"ConvNTC: convolutional neural tensor completion for detecting \u201cA\u2013A\u2013B\u201d type biological triplets","publication_year":2025,"publication_date":"2025-07-01","ids":{"openalex":"https://openalex.org/W4412825786","doi":"https://doi.org/10.1093/bib/bbaf372","pmid":"https://pubmed.ncbi.nlm.nih.gov/40748325"},"language":"en","primary_location":{"id":"doi:10.1093/bib/bbaf372","is_oa":true,"landing_page_url":"https://doi.org/10.1093/bib/bbaf372","pdf_url":"https://academic.oup.com/bib/article-pdf/26/4/bbaf372/63918904/bbaf372.pdf","source":{"id":"https://openalex.org/S91767247","display_name":"Briefings in Bioinformatics","issn_l":"1467-5463","issn":["1467-5463","1477-4054"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310311648","host_organization_name":"Oxford University Press","host_organization_lineage":["https://openalex.org/P4310311648","https://openalex.org/P4310311647"],"host_organization_lineage_names":["Oxford University Press","University of Oxford"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Briefings in Bioinformatics","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://academic.oup.com/bib/article-pdf/26/4/bbaf372/63918904/bbaf372.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5101442903","display_name":"Pei Liu","orcid":"https://orcid.org/0000-0002-2828-8179"},"institutions":[{"id":"https://openalex.org/I16609230","display_name":"Hunan University","ror":"https://ror.org/05htk5m33","country_code":"CN","type":"education","lineage":["https://openalex.org/I16609230"]},{"id":"https://openalex.org/I48168531","display_name":"South University","ror":"https://ror.org/01rjfjt94","country_code":"US","type":"education","lineage":["https://openalex.org/I48168531"]},{"id":"https://openalex.org/I5023651","display_name":"McGill University","ror":"https://ror.org/01pxwe438","country_code":"CA","type":"education","lineage":["https://openalex.org/I5023651"]}],"countries":["CA","CN","US"],"is_corresponding":false,"raw_author_name":"Pei Liu","raw_affiliation_strings":["Department of Computer Science, College of Computer Science and Electronic Engineering , 116 Lu Shan South Road, Hunan University, Changsha 410082, Hunan ,","School of Computer Science, McGill University, Lorne M. Trottier Building , 3630 University Street, Montr\u00e9al, QC H3A 0C6 ,"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, College of Computer Science and Electronic Engineering , 116 Lu Shan South Road, Hunan University, Changsha 410082, Hunan ,","institution_ids":["https://openalex.org/I16609230","https://openalex.org/I48168531"]},{"raw_affiliation_string":"School of Computer Science, McGill University, Lorne M. Trottier Building , 3630 University Street, Montr\u00e9al, QC H3A 0C6 ,","institution_ids":["https://openalex.org/I5023651"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052169513","display_name":"Xiao Liang","orcid":"https://orcid.org/0000-0001-5476-8304"},"institutions":[{"id":"https://openalex.org/I16609230","display_name":"Hunan University","ror":"https://ror.org/05htk5m33","country_code":"CN","type":"education","lineage":["https://openalex.org/I16609230"]},{"id":"https://openalex.org/I48168531","display_name":"South University","ror":"https://ror.org/01rjfjt94","country_code":"US","type":"education","lineage":["https://openalex.org/I48168531"]}],"countries":["CN","US"],"is_corresponding":false,"raw_author_name":"Xiao Liang","raw_affiliation_strings":["Department of Computer Science, College of Computer Science and Electronic Engineering , 116 Lu Shan South Road, Hunan University, Changsha 410082, Hunan ,"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, College of Computer Science and Electronic Engineering , 116 Lu Shan South Road, Hunan University, Changsha 410082, Hunan ,","institution_ids":["https://openalex.org/I16609230","https://openalex.org/I48168531"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100387861","display_name":"Yue Li","orcid":"https://orcid.org/0000-0003-3844-4865"},"institutions":[{"id":"https://openalex.org/I5023651","display_name":"McGill University","ror":"https://ror.org/01pxwe438","country_code":"CA","type":"education","lineage":["https://openalex.org/I5023651"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Yue Li","raw_affiliation_strings":["School of Computer Science, McGill University, Lorne M. Trottier Building , 3630 University Street, Montr\u00e9al, QC H3A 0C6 ,"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science, McGill University, Lorne M. Trottier Building , 3630 University Street, Montr\u00e9al, QC H3A 0C6 ,","institution_ids":["https://openalex.org/I5023651"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5026469278","display_name":"Jiawei Luo","orcid":"https://orcid.org/0000-0003-2385-8272"},"institutions":[{"id":"https://openalex.org/I16609230","display_name":"Hunan University","ror":"https://ror.org/05htk5m33","country_code":"CN","type":"education","lineage":["https://openalex.org/I16609230"]},{"id":"https://openalex.org/I48168531","display_name":"South University","ror":"https://ror.org/01rjfjt94","country_code":"US","type":"education","lineage":["https://openalex.org/I48168531"]}],"countries":["CN","US"],"is_corresponding":false,"raw_author_name":"Jiawei Luo","raw_affiliation_strings":["Department of Computer Science, College of Computer Science and Electronic Engineering , 116 Lu Shan South Road, Hunan University, Changsha 410082, Hunan ,"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, College of Computer Science and Electronic Engineering , 116 Lu Shan South Road, Hunan University, Changsha 410082, Hunan ,","institution_ids":["https://openalex.org/I16609230","https://openalex.org/I48168531"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":4011,"currency":"USD","value_usd":4011},"apc_paid":{"value":4011,"currency":"USD","value_usd":4011},"fwci":0.93,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.72753623,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":"26","issue":"4","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12303","display_name":"Tensor decomposition and applications","score":0.9997000098228455,"subfield":{"id":"https://openalex.org/subfields/2605","display_name":"Computational Mathematics"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T12303","display_name":"Tensor decomposition and applications","score":0.9997000098228455,"subfield":{"id":"https://openalex.org/subfields/2605","display_name":"Computational Mathematics"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12254","display_name":"Machine Learning in Bioinformatics","score":0.9739000201225281,"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/T11482","display_name":"RNA modifications and cancer","score":0.9606999754905701,"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/multilinear-map","display_name":"Multilinear map","score":0.8435045480728149},{"id":"https://openalex.org/keywords/tensor","display_name":"Tensor (intrinsic definition)","score":0.7516714930534363},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.641612708568573},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.5504945516586304},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.49814915657043457},{"id":"https://openalex.org/keywords/tensor-algebra","display_name":"Tensor algebra","score":0.48447418212890625},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.47466614842414856},{"id":"https://openalex.org/keywords/nonlinear-system","display_name":"Nonlinear system","score":0.44183576107025146},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.3839694857597351},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3530556261539459},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.2342590093612671},{"id":"https://openalex.org/keywords/algebra-over-a-field","display_name":"Algebra over a field","score":0.16030552983283997},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.11631175875663757},{"id":"https://openalex.org/keywords/pure-mathematics","display_name":"Pure mathematics","score":0.10114333033561707},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.0783623456954956}],"concepts":[{"id":"https://openalex.org/C84392682","wikidata":"https://www.wikidata.org/wiki/Q1952404","display_name":"Multilinear map","level":2,"score":0.8435045480728149},{"id":"https://openalex.org/C155281189","wikidata":"https://www.wikidata.org/wiki/Q3518150","display_name":"Tensor (intrinsic definition)","level":2,"score":0.7516714930534363},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.641612708568573},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.5504945516586304},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.49814915657043457},{"id":"https://openalex.org/C1680195","wikidata":"https://www.wikidata.org/wiki/Q2296021","display_name":"Tensor algebra","level":5,"score":0.48447418212890625},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.47466614842414856},{"id":"https://openalex.org/C158622935","wikidata":"https://www.wikidata.org/wiki/Q660848","display_name":"Nonlinear system","level":2,"score":0.44183576107025146},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.3839694857597351},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3530556261539459},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2342590093612671},{"id":"https://openalex.org/C136119220","wikidata":"https://www.wikidata.org/wiki/Q1000660","display_name":"Algebra over a field","level":2,"score":0.16030552983283997},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.11631175875663757},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.10114333033561707},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0783623456954956},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C81999800","wikidata":"https://www.wikidata.org/wiki/Q1454725","display_name":"Current algebra","level":3,"score":0.0},{"id":"https://openalex.org/C100376341","wikidata":"https://www.wikidata.org/wiki/Q649977","display_name":"Jordan algebra","level":4,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001943","descriptor_name":"Breast Neoplasms","qualifier_ui":"Q000188","qualifier_name":"drug therapy","is_major_topic":true},{"descriptor_ui":"D001943","descriptor_name":"Breast Neoplasms","qualifier_ui":"Q000188","qualifier_name":"drug therapy","is_major_topic":true},{"descriptor_ui":"D001943","descriptor_name":"Breast Neoplasms","qualifier_ui":"Q000188","qualifier_name":"drug therapy","is_major_topic":true},{"descriptor_ui":"D001943","descriptor_name":"Breast Neoplasms","qualifier_ui":"Q000188","qualifier_name":"drug therapy","is_major_topic":true},{"descriptor_ui":"D001943","descriptor_name":"Breast Neoplasms","qualifier_ui":"Q000235","qualifier_name":"genetics","is_major_topic":true},{"descriptor_ui":"D001943","descriptor_name":"Breast Neoplasms","qualifier_ui":"Q000235","qualifier_name":"genetics","is_major_topic":true},{"descriptor_ui":"D001943","descriptor_name":"Breast Neoplasms","qualifier_ui":"Q000235","qualifier_name":"genetics","is_major_topic":true},{"descriptor_ui":"D001943","descriptor_name":"Breast Neoplasms","qualifier_ui":"Q000235","qualifier_name":"genetics","is_major_topic":true},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D019295","descriptor_name":"Computational Biology","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D019295","descriptor_name":"Computational Biology","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D019295","descriptor_name":"Computational Biology","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D019295","descriptor_name":"Computational Biology","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true}],"locations_count":3,"locations":[{"id":"doi:10.1093/bib/bbaf372","is_oa":true,"landing_page_url":"https://doi.org/10.1093/bib/bbaf372","pdf_url":"https://academic.oup.com/bib/article-pdf/26/4/bbaf372/63918904/bbaf372.pdf","source":{"id":"https://openalex.org/S91767247","display_name":"Briefings in Bioinformatics","issn_l":"1467-5463","issn":["1467-5463","1477-4054"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310311648","host_organization_name":"Oxford University Press","host_organization_lineage":["https://openalex.org/P4310311648","https://openalex.org/P4310311647"],"host_organization_lineage_names":["Oxford University Press","University of Oxford"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Briefings in Bioinformatics","raw_type":"journal-article"},{"id":"pmid:40748325","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/40748325","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Briefings in bioinformatics","raw_type":null},{"id":"pmh:oai:europepmc.org:11127949","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/12315554","pdf_url":null,"source":{"id":"https://openalex.org/S4306400806","display_name":"Europe PMC (PubMed Central)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1303153112","host_organization_name":"European Bioinformatics Institute","host_organization_lineage":["https://openalex.org/I1303153112"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Text"}],"best_oa_location":{"id":"doi:10.1093/bib/bbaf372","is_oa":true,"landing_page_url":"https://doi.org/10.1093/bib/bbaf372","pdf_url":"https://academic.oup.com/bib/article-pdf/26/4/bbaf372/63918904/bbaf372.pdf","source":{"id":"https://openalex.org/S91767247","display_name":"Briefings in Bioinformatics","issn_l":"1467-5463","issn":["1467-5463","1477-4054"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310311648","host_organization_name":"Oxford University Press","host_organization_lineage":["https://openalex.org/P4310311648","https://openalex.org/P4310311647"],"host_organization_lineage_names":["Oxford University Press","University of Oxford"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Briefings in Bioinformatics","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.4000000059604645,"id":"https://metadata.un.org/sdg/3","display_name":"Good health and well-being"}],"awards":[{"id":"https://openalex.org/G1580041821","display_name":null,"funder_award_id":"RGPIN-2019-0621","funder_id":"https://openalex.org/F4320334593","funder_display_name":"Natural Sciences and Engineering Research Council of Canada"},{"id":"https://openalex.org/G2227123899","display_name":null,"funder_award_id":"#62372165","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6293081424","display_name":null,"funder_award_id":"#62032007","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/F4320334593","display_name":"Natural Sciences and Engineering Research Council of Canada","ror":"https://ror.org/01h531d29"}],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4412825786.pdf"},"referenced_works_count":48,"referenced_works":["https://openalex.org/W1972785590","https://openalex.org/W2000215628","https://openalex.org/W2024165284","https://openalex.org/W2028080448","https://openalex.org/W2035618305","https://openalex.org/W2049588365","https://openalex.org/W2103151642","https://openalex.org/W2127048411","https://openalex.org/W2141222510","https://openalex.org/W2153210075","https://openalex.org/W2155626151","https://openalex.org/W2172557341","https://openalex.org/W2173996377","https://openalex.org/W2299417213","https://openalex.org/W2470861207","https://openalex.org/W2608863179","https://openalex.org/W2624871570","https://openalex.org/W2750900465","https://openalex.org/W2775061087","https://openalex.org/W2805684402","https://openalex.org/W2896829849","https://openalex.org/W2907272802","https://openalex.org/W2962876161","https://openalex.org/W2963934840","https://openalex.org/W2965446129","https://openalex.org/W2987553406","https://openalex.org/W2989977199","https://openalex.org/W3007678807","https://openalex.org/W3010217868","https://openalex.org/W3028304854","https://openalex.org/W3044987301","https://openalex.org/W3045644454","https://openalex.org/W3099047675","https://openalex.org/W3102269903","https://openalex.org/W3102641634","https://openalex.org/W3146565636","https://openalex.org/W3203908308","https://openalex.org/W4200043367","https://openalex.org/W4205327427","https://openalex.org/W4386305887","https://openalex.org/W4394812234","https://openalex.org/W4396912938","https://openalex.org/W4400271107","https://openalex.org/W4400340474","https://openalex.org/W4409367393","https://openalex.org/W6748856961","https://openalex.org/W6864295166","https://openalex.org/W6867176674"],"related_works":["https://openalex.org/W2922481674","https://openalex.org/W3177385724","https://openalex.org/W1572092093","https://openalex.org/W2893527900","https://openalex.org/W2535617683","https://openalex.org/W2914322253","https://openalex.org/W2767274246","https://openalex.org/W2590246587","https://openalex.org/W3160402525","https://openalex.org/W4387667068"],"abstract_inverted_index":{"Systematically":[0],"investigating":[1],"interactions":[2,218],"among":[3],"molecules":[4],"of":[5,97,176,187,203,207,215],"the":[6,85,118,142,155,173,188,201,216],"same":[7],"type":[8,43],"across":[9],"different":[10],"contexts":[11],"is":[12,46,107],"crucial":[13],"for":[14,135],"unraveling":[15],"disease":[16],"mechanisms":[17],"and":[18,36,55,87,101,159,192,222],"developing":[19],"potential":[20],"therapeutic":[21],"strategies.":[22],"The":[23,105,122],"\"A-A-B\"":[24,189],"triplet":[25,185,208],"paradigm":[26],"provides":[27],"a":[28,67,74,98,102,108,145,160],"principled":[29],"approach":[30,111],"to":[31,40,58,90,116,130,141,148,166],"model":[32,91],"such":[33,42,61],"context-specific":[34],"interactions,":[35],"leveraging":[37],"third-order":[38],"tensor":[39,109,119,137],"capture":[41,168],"ternary":[44],"relationships":[45,170],"an":[47,127],"efficient":[48],"strategy.":[49],"However,":[50],"effectively":[51,167],"modeling":[52],"both":[53],"multilinear":[54,86,99],"nonlinear":[56,88,103,150],"characteristics":[57],"accurately":[59],"identify":[60],"triplets":[62],"using":[63],"tensor-based":[64],"methods":[65,199],"remains":[66],"challenge.":[68],"In":[69],"this":[70],"paper,":[71],"we":[72],"propose":[73],"novel":[75],"Convolutional":[76],"Neural":[77],"Tensor":[78],"Completion":[79],"(ConvNTC)":[80],"framework":[81],"that":[82,112],"collaboratively":[83],"learns":[84],"representations":[89],"triplet-based":[92],"network":[93],"interactions.":[94],"ConvNTC":[95,181,204,210],"consists":[96],"module":[100],"module.":[104],"former":[106],"decomposition":[110],"integrates":[113],"multiple":[114],"constraints":[115],"learn":[117],"factor":[120,143],"embeddings.":[121],"latter":[123],"contains":[124],"three":[125],"components:":[126],"embedding":[128],"generator":[129],"produce":[131],"position-specific":[132],"index":[133],"embeddings":[134],"each":[136],"entry":[138],"in":[139,205,227],"addition":[140],"embeddings,":[144],"convolutional":[146],"encoder":[147],"perform":[149],"feature":[151],"mapping":[152],"while":[153],"preserving":[154],"tensor's":[156],"rank-one":[157],"property,":[158],"Kolmogorov-Arnold":[161],"Network":[162],"(KAN)":[163],"based":[164],"predictor":[165],"high-dimensional":[169],"aligned":[171],"with":[172],"intrinsic":[174],"structure":[175],"real-world":[177],"data.":[178],"We":[179],"evaluate":[180],"on":[182,219],"two":[183],"types":[184],"datasets":[186],"type:":[190],"miRNA-miRNA-disease":[191],"drug-drug-cell.":[193],"Comprehensive":[194],"experiments":[195],"against":[196],"11":[197],"state-of-the-art":[198],"demonstrate":[200],"superiority":[202],"terms":[206],"prediction.":[209],"reveals":[211],"promising":[212],"prognostic":[213],"values":[214],"miRNA-miRNA":[217],"breast":[220],"cancer":[221,228],"detects":[223],"synergistic":[224],"drug":[225],"combinations":[226],"cell":[229],"lines.":[230]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}