{"id":"https://openalex.org/W4285199243","doi":"https://doi.org/10.1007/978-3-031-05933-9_43","title":"Sparse Imbalanced Drug-Target Interaction Prediction via Heterogeneous Data Augmentation and Node Similarity","display_name":"Sparse Imbalanced Drug-Target Interaction Prediction via Heterogeneous Data Augmentation and Node Similarity","publication_year":2022,"publication_date":"2022-01-01","ids":{"openalex":"https://openalex.org/W4285199243","doi":"https://doi.org/10.1007/978-3-031-05933-9_43"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-05933-9_43","doi":"https://doi.org/10.1007/978-3-031-05933-9_43","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-05933-9_43","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","jufo-1","ki-jl-1","norway-1","vabb-shw"],"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"volume":{"id":"https://openalex.org/W4285145183","display_name":"Advances in Knowledge Discovery and Data Mining"},"type":"conference-paper","is_traditional":true,"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/A5100649063","display_name":"Runze Wang","orcid":"https://orcid.org/0009-0005-8758-9632","observed_orcids":["https://orcid.org/0009-0005-8758-9632","https://orcid.org/0009-0000-4485-8883","https://orcid.org/0000-0002-5429-2163"]},"institutions":[{"id":"https://openalex.org/I9086337","display_name":"Taiyuan University of Technology","ror":"https://ror.org/03kv08d37","country_code":"CN","type":"education","lineage":["https://openalex.org/I9086337"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Runze Wang","raw_affiliation_strings":["Taiyuan University of Technology, Taiyuan, 030024, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Taiyuan University of Technology, Taiyuan, 030024, China","institution_ids":["https://openalex.org/I9086337"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101429583","display_name":"Zehua Zhang","orcid":"https://orcid.org/0000-0003-0062-6612","observed_orcids":["https://orcid.org/0000-0003-0062-6612"]},"institutions":[{"id":"https://openalex.org/I9086337","display_name":"Taiyuan University of Technology","ror":"https://ror.org/03kv08d37","country_code":"CN","type":"education","lineage":["https://openalex.org/I9086337"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Zehua Zhang","raw_affiliation_strings":["Taiyuan University of Technology, Taiyuan, 030024, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Taiyuan University of Technology, Taiyuan, 030024, China","institution_ids":["https://openalex.org/I9086337"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071706247","display_name":"Yueqin Zhang","orcid":"https://orcid.org/0009-0002-7757-4793","observed_orcids":["https://orcid.org/0009-0002-7757-4793"]},"institutions":[{"id":"https://openalex.org/I9086337","display_name":"Taiyuan University of Technology","ror":"https://ror.org/03kv08d37","country_code":"CN","type":"education","lineage":["https://openalex.org/I9086337"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yueqin Zhang","raw_affiliation_strings":["Taiyuan University of Technology, Taiyuan, 030024, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Taiyuan University of Technology, Taiyuan, 030024, China","institution_ids":["https://openalex.org/I9086337"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014861105","display_name":"Zhongyuan Jiang","orcid":"https://orcid.org/0000-0001-8249-9711","observed_orcids":["https://orcid.org/0000-0001-8249-9711"]},"institutions":[{"id":"https://openalex.org/I149594827","display_name":"Xidian University","ror":"https://ror.org/05s92vm98","country_code":"CN","type":"education","lineage":["https://openalex.org/I149594827"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhongyuan Jiang","raw_affiliation_strings":["Xidian University, Xian, 710068, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Xidian University, Xian, 710068, China","institution_ids":["https://openalex.org/I149594827"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5048984067","display_name":"Shilin Sun","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I9086337","display_name":"Taiyuan University of Technology","ror":"https://ror.org/03kv08d37","country_code":"CN","type":"education","lineage":["https://openalex.org/I9086337"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shilin Sun","raw_affiliation_strings":["Taiyuan University of Technology, Taiyuan, 030024, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Taiyuan University of Technology, Taiyuan, 030024, China","institution_ids":["https://openalex.org/I9086337"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5011355966","display_name":"Chenwei Zhang","orcid":"https://orcid.org/0000-0002-0606-3649","observed_orcids":["https://orcid.org/0000-0002-0606-3649"]},"institutions":[{"id":"https://openalex.org/I1311688040","display_name":"Amazon (United States)","ror":"https://ror.org/04mv4n011","country_code":"US","type":"company","lineage":["https://openalex.org/I1311688040"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Chenwei Zhang","raw_affiliation_strings":["Amazon, Seattle, WA, 98109, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Amazon, Seattle, WA, 98109, USA","institution_ids":["https://openalex.org/I1311688040"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5101429583"],"corresponding_institution_ids":["https://openalex.org/I9086337"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":2.0629,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.90534351,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":88,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"548","last_page":"561"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10211","display_name":"Computational Drug Discovery Methods","score":0.9955999851226807,"subfield":{"id":"https://openalex.org/subfields/3002","display_name":"Drug Discovery"},"field":{"id":"https://openalex.org/fields/30","display_name":"Pharmacology, Toxicology and Pharmaceutics"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},"topics":[{"id":"https://openalex.org/T10211","display_name":"Computational Drug Discovery Methods","score":0.9955999851226807,"subfield":{"id":"https://openalex.org/subfields/3002","display_name":"Drug Discovery"},"field":{"id":"https://openalex.org/fields/30","display_name":"Pharmacology, Toxicology and Pharmaceutics"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T10887","display_name":"Bioinformatics and Genomic Networks","score":0.0010999999940395355,"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/T11273","display_name":"Advanced Graph Neural Networks","score":0.000699999975040555,"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/drug-target-interaction-prediction","display_name":"drug-target interaction prediction","score":1.0},{"id":"https://openalex.org/keywords/class-imbalance","display_name":"class imbalance","score":0.7200000286102295},{"id":"https://openalex.org/keywords/data-sparsity","display_name":"data sparsity","score":0.6549999713897705},{"id":"https://openalex.org/keywords/node-similarity","display_name":"node similarity","score":0.8230000138282776},{"id":"https://openalex.org/keywords/graph-contrastive-learning","display_name":"graph contrastive learning","score":0.9350000023841858},{"id":"https://openalex.org/keywords/multi-view-graph-learning","display_name":"multi-view graph learning","score":0.6359999775886536},{"id":"https://openalex.org/keywords/drug-target-binding","display_name":"drug-target binding","score":0.42899999022483826}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7601097226142883},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.6330208778381348},{"id":"https://openalex.org/C103278499","wikidata":"https://www.wikidata.org/wiki/Q254465","display_name":"Similarity (geometry)","level":3,"score":0.6206963658332825},{"id":"https://openalex.org/C62611344","wikidata":"https://www.wikidata.org/wiki/Q1062658","display_name":"Node (physics)","level":2,"score":0.5794889330863953},{"id":"https://openalex.org/C158207573","wikidata":"https://www.wikidata.org/wiki/Q5747224","display_name":"Heterogeneous network","level":4,"score":0.492107093334198},{"id":"https://openalex.org/C124066611","wikidata":"https://www.wikidata.org/wiki/Q28684319","display_name":"Sparse approximation","level":2,"score":0.48581409454345703},{"id":"https://openalex.org/C2989108626","wikidata":"https://www.wikidata.org/wiki/Q904407","display_name":"Drug target","level":2,"score":0.4802870452404022},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.472817063331604},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4609456956386566},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.43158769607543945},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4218825697898865},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.2962522506713867},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0},{"id":"https://openalex.org/C98274493","wikidata":"https://www.wikidata.org/wiki/Q128406","display_name":"Pharmacology","level":1,"score":0.0},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.0},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0},{"id":"https://openalex.org/C66938386","wikidata":"https://www.wikidata.org/wiki/Q633538","display_name":"Structural engineering","level":1,"score":0.0},{"id":"https://openalex.org/C108037233","wikidata":"https://www.wikidata.org/wiki/Q11375","display_name":"Wireless network","level":3,"score":0.0},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-031-05933-9_43","doi":"https://doi.org/10.1007/978-3-031-05933-9_43","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-05933-9_43","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","jufo-1","ki-jl-1","norway-1","vabb-shw"],"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/3","score":0.504800021648407,"display_name":"Good health and well-being"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":21,"referenced_works":["https://openalex.org/W2558057290","https://openalex.org/W2586637063","https://openalex.org/W2785947426","https://openalex.org/W2899788782","https://openalex.org/W2907492528","https://openalex.org/W2911286998","https://openalex.org/W2911419886","https://openalex.org/W2937307539","https://openalex.org/W2948035163","https://openalex.org/W2952522777","https://openalex.org/W2965857891","https://openalex.org/W3000043291","https://openalex.org/W3018980093","https://openalex.org/W3028589594","https://openalex.org/W3036446966","https://openalex.org/W3094605801","https://openalex.org/W3096561213","https://openalex.org/W3126516421","https://openalex.org/W3127823632","https://openalex.org/W3152586663","https://openalex.org/W3175599101"],"related_works":["https://openalex.org/W4414054147","https://openalex.org/W4399037114","https://openalex.org/W4381620398","https://openalex.org/W4405521272","https://openalex.org/W4413381720","https://openalex.org/W7125516998","https://openalex.org/W4223414650","https://openalex.org/W4224986336","https://openalex.org/W4226380895","https://openalex.org/W4384277067"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":1}],"updated_date":"2026-10-16T09:59:22.235173","created_date":"2022-07-14T00:00:00"}
