{"id":"https://openalex.org/W3097323135","doi":"https://doi.org/10.1007/978-3-030-60802-6_33","title":"DTIFS: A Novel Computational Approach for Predicting Drug-Target Interactions from Drug Structure and Protein Sequence","display_name":"DTIFS: A Novel Computational Approach for Predicting Drug-Target Interactions from Drug Structure and Protein Sequence","publication_year":2020,"publication_date":"2020-01-01","ids":{"openalex":"https://openalex.org/W3097323135","doi":"https://doi.org/10.1007/978-3-030-60802-6_33","mag":"3097323135"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-030-60802-6_33","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-60802-6_33","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,"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"},"type":"conference-paper","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/A5101539993","display_name":"Xin Yan","orcid":"https://orcid.org/0000-0002-5053-5447"},"institutions":[{"id":"https://openalex.org/I25757504","display_name":"China University of Mining and Technology","ror":"https://ror.org/01xt2dr21","country_code":"CN","type":"education","lineage":["https://openalex.org/I25757504"]},{"id":"https://openalex.org/I4210159676","display_name":"Zaozhuang University","ror":"https://ror.org/05x21tp94","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210159676"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xin Yan","raw_affiliation_strings":["College of Information Science and Engineering, Zaozhuang University, Zaozhuang, China","School of Computer Science and Technology, China University of Mining and Technology, Xuzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Information Science and Engineering, Zaozhuang University, Zaozhuang, China","institution_ids":["https://openalex.org/I4210159676"]},{"raw_affiliation_string":"School of Computer Science and Technology, China University of Mining and Technology, Xuzhou, China","institution_ids":["https://openalex.org/I25757504"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5019805735","display_name":"Zhu\u2010Hong You","orcid":"https://orcid.org/0000-0003-1266-2696"},"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/I4210106108","display_name":"Xinjiang Technical Institute of Physics & Chemistry","ror":"https://ror.org/00x44h034","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210106108"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhu-Hong You","raw_affiliation_strings":["Xinjiang Technical Institute of Physics and Chemistry, Chinese Academy of Sciences, \u00dcr\u00fcmqi, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Xinjiang Technical Institute of Physics and Chemistry, Chinese Academy of Sciences, \u00dcr\u00fcmqi, China","institution_ids":["https://openalex.org/I19820366","https://openalex.org/I4210106108"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100436059","display_name":"Lei Wang","orcid":"https://orcid.org/0000-0003-0184-307X"},"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/I4210106108","display_name":"Xinjiang Technical Institute of Physics & Chemistry","ror":"https://ror.org/00x44h034","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210106108"]},{"id":"https://openalex.org/I4210159676","display_name":"Zaozhuang University","ror":"https://ror.org/05x21tp94","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210159676"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lei Wang","raw_affiliation_strings":["College of Information Science and Engineering, Zaozhuang University, Zaozhuang, China","Xinjiang Technical Institute of Physics and Chemistry, Chinese Academy of Sciences, \u00dcr\u00fcmqi, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Information Science and Engineering, Zaozhuang University, Zaozhuang, China","institution_ids":["https://openalex.org/I4210159676"]},{"raw_affiliation_string":"Xinjiang Technical Institute of Physics and Chemistry, Chinese Academy of Sciences, \u00dcr\u00fcmqi, China","institution_ids":["https://openalex.org/I19820366","https://openalex.org/I4210106108"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067270302","display_name":"Liping Li","orcid":"https://orcid.org/0000-0002-8666-6764"},"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/I4210106108","display_name":"Xinjiang Technical Institute of Physics & Chemistry","ror":"https://ror.org/00x44h034","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210106108"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Li-Ping Li","raw_affiliation_strings":["Xinjiang Technical Institute of Physics and Chemistry, Chinese Academy of Sciences, \u00dcr\u00fcmqi, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Xinjiang Technical Institute of Physics and Chemistry, Chinese Academy of Sciences, \u00dcr\u00fcmqi, China","institution_ids":["https://openalex.org/I19820366","https://openalex.org/I4210106108"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032517198","display_name":"Kai Zheng","orcid":"https://orcid.org/0000-0003-1578-1818"},"institutions":[{"id":"https://openalex.org/I25757504","display_name":"China University of Mining and Technology","ror":"https://ror.org/01xt2dr21","country_code":"CN","type":"education","lineage":["https://openalex.org/I25757504"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Kai Zheng","raw_affiliation_strings":["School of Computer Science and Technology, China University of Mining and Technology, Xuzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, China University of Mining and Technology, Xuzhou, China","institution_ids":["https://openalex.org/I25757504"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5021989785","display_name":"Mei-Neng Wang","orcid":null},"institutions":[{"id":"https://openalex.org/I200946902","display_name":"Yichun University","ror":"https://ror.org/05h4th693","country_code":"CN","type":"education","lineage":["https://openalex.org/I200946902"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Mei-Neng Wang","raw_affiliation_strings":["School of Mathematics and Computer Science, Yichun University, Yichun, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Mathematics and Computer Science, Yichun University, Yichun, China","institution_ids":["https://openalex.org/I200946902"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"371","last_page":"383"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10211","display_name":"Computational Drug Discovery Methods","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"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/T10211","display_name":"Computational Drug Discovery Methods","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"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/T12254","display_name":"Machine Learning in Bioinformatics","score":0.9973999857902527,"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/T10044","display_name":"Protein Structure and Dynamics","score":0.9828000068664551,"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/computer-science","display_name":"Computer science","score":0.7951734066009521},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.6149706244468689},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.607391893863678},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5476670265197754},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.5182580947875977},{"id":"https://openalex.org/keywords/in-silico","display_name":"In silico","score":0.5004651546478271},{"id":"https://openalex.org/keywords/feature-selection","display_name":"Feature selection","score":0.4693266749382019},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.43935149908065796},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4284323751926422},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3252781331539154}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7951734066009521},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.6149706244468689},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.607391893863678},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5476670265197754},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.5182580947875977},{"id":"https://openalex.org/C2775905019","wikidata":"https://www.wikidata.org/wiki/Q192572","display_name":"In silico","level":3,"score":0.5004651546478271},{"id":"https://openalex.org/C148483581","wikidata":"https://www.wikidata.org/wiki/Q446488","display_name":"Feature selection","level":2,"score":0.4693266749382019},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.43935149908065796},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4284323751926422},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3252781331539154},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","level":1,"score":0.0},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-030-60802-6_33","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-60802-6_33","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,"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":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":43,"referenced_works":["https://openalex.org/W1969051510","https://openalex.org/W2009313526","https://openalex.org/W2021093679","https://openalex.org/W2029152175","https://openalex.org/W2048565304","https://openalex.org/W2066201825","https://openalex.org/W2104960492","https://openalex.org/W2108069034","https://openalex.org/W2144000913","https://openalex.org/W2145957695","https://openalex.org/W2150757437","https://openalex.org/W2153187042","https://openalex.org/W2153838454","https://openalex.org/W2158714788","https://openalex.org/W2165674132","https://openalex.org/W2178378573","https://openalex.org/W2295730657","https://openalex.org/W2297764176","https://openalex.org/W2344084644","https://openalex.org/W2461928526","https://openalex.org/W2515827931","https://openalex.org/W2558825838","https://openalex.org/W2563575932","https://openalex.org/W2579420628","https://openalex.org/W2592742128","https://openalex.org/W2602216144","https://openalex.org/W2607497028","https://openalex.org/W2617446819","https://openalex.org/W2623060321","https://openalex.org/W2754595644","https://openalex.org/W2888239540","https://openalex.org/W2897712722","https://openalex.org/W2907043693","https://openalex.org/W2920267415","https://openalex.org/W2923922207","https://openalex.org/W2957180077","https://openalex.org/W2964951118","https://openalex.org/W2973097270","https://openalex.org/W2988260770","https://openalex.org/W2995337846","https://openalex.org/W3004227146","https://openalex.org/W3011402647","https://openalex.org/W3033689705"],"related_works":["https://openalex.org/W3129816939","https://openalex.org/W2912862995","https://openalex.org/W2985427592","https://openalex.org/W2101501829","https://openalex.org/W2400569965","https://openalex.org/W2378211422","https://openalex.org/W2060263731","https://openalex.org/W2003194288","https://openalex.org/W391093122","https://openalex.org/W4321353415"],"abstract_inverted_index":null,"counts_by_year":[{"year":2023,"cited_by_count":1}],"updated_date":"2026-07-22T07:51:19.307946","created_date":"2025-10-10T00:00:00"}
