{"id":"https://openalex.org/W3021785094","doi":"https://doi.org/10.1109/access.2020.2991605","title":"GANcon: Protein Contact Map Prediction With Deep Generative Adversarial Network","display_name":"GANcon: Protein Contact Map Prediction With Deep Generative Adversarial Network","publication_year":2020,"publication_date":"2020-01-01","ids":{"openalex":"https://openalex.org/W3021785094","doi":"https://doi.org/10.1109/access.2020.2991605","mag":"3021785094"},"language":"en","primary_location":{"id":"doi:10.1109/access.2020.2991605","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2020.2991605","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8948470/09082609.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://ieeexplore.ieee.org/ielx7/6287639/8948470/09082609.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5101861986","display_name":"Hang Yang","orcid":"https://orcid.org/0000-0002-4231-1419"},"institutions":[{"id":"https://openalex.org/I126520041","display_name":"University of Science and Technology of China","ror":"https://ror.org/04c4dkn09","country_code":"CN","type":"education","lineage":["https://openalex.org/I126520041","https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hang Yang","raw_affiliation_strings":["School of Information Science and Technology, University of Science and Technology of China, Hefei AH, China"],"raw_orcid":"https://orcid.org/0000-0002-4231-1419","affiliations":[{"raw_affiliation_string":"School of Information Science and Technology, University of Science and Technology of China, Hefei AH, China","institution_ids":["https://openalex.org/I126520041"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100376902","display_name":"Minghui Wang","orcid":"https://orcid.org/0000-0002-5788-894X"},"institutions":[{"id":"https://openalex.org/I126520041","display_name":"University of Science and Technology of China","ror":"https://ror.org/04c4dkn09","country_code":"CN","type":"education","lineage":["https://openalex.org/I126520041","https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Minghui Wang","raw_affiliation_strings":["School of Information Science and Technology, University of Science and Technology of China, Hefei AH, China","Centers for Biomedical Engineering, University of Science and Technology of China, Hefei, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Information Science and Technology, University of Science and Technology of China, Hefei AH, China","institution_ids":["https://openalex.org/I126520041"]},{"raw_affiliation_string":"Centers for Biomedical Engineering, University of Science and Technology of China, Hefei, China","institution_ids":["https://openalex.org/I126520041"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000095054","display_name":"Zhenhua Yu","orcid":"https://orcid.org/0000-0001-6526-6991"},"institutions":[{"id":"https://openalex.org/I21642278","display_name":"Ningxia University","ror":"https://ror.org/04j7b2v61","country_code":"CN","type":"education","lineage":["https://openalex.org/I21642278"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhenhua Yu","raw_affiliation_strings":["Department of Software Engineering, Ningxia University, Yinchuan, China"],"raw_orcid":"https://orcid.org/0000-0001-6526-6991","affiliations":[{"raw_affiliation_string":"Department of Software Engineering, Ningxia University, Yinchuan, China","institution_ids":["https://openalex.org/I21642278"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5049435754","display_name":"Xing\u2010Ming Zhao","orcid":"https://orcid.org/0000-0002-4531-3970"},"institutions":[{"id":"https://openalex.org/I24943067","display_name":"Fudan University","ror":"https://ror.org/013q1eq08","country_code":"CN","type":"education","lineage":["https://openalex.org/I24943067"]},{"id":"https://openalex.org/I4210164150","display_name":"Shanghai Center for Brain Science and Brain-Inspired Technology","ror":"https://ror.org/0551a0y31","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210164150"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xing-Ming Zhao","raw_affiliation_strings":["Institute of Science and Technology for Brain-Inspired Intelligence, Fudan University, Shanghai, China","Key Laboratory of Computational Neuroscience and Brain-Inspired Intelligence, Ministry of Education, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Science and Technology for Brain-Inspired Intelligence, Fudan University, Shanghai, China","institution_ids":["https://openalex.org/I4210164150","https://openalex.org/I24943067"]},{"raw_affiliation_string":"Key Laboratory of Computational Neuroscience and Brain-Inspired Intelligence, Ministry of Education, Beijing, China","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100359729","display_name":"Ao Li","orcid":"https://orcid.org/0000-0001-9910-8967"},"institutions":[{"id":"https://openalex.org/I126520041","display_name":"University of Science and Technology of China","ror":"https://ror.org/04c4dkn09","country_code":"CN","type":"education","lineage":["https://openalex.org/I126520041","https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ao Li","raw_affiliation_strings":["School of Information Science and Technology, University of Science and Technology of China, Hefei AH, China","Centers for Biomedical Engineering, University of Science and Technology of China, Hefei, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Information Science and Technology, University of Science and Technology of China, Hefei AH, China","institution_ids":["https://openalex.org/I126520041"]},{"raw_affiliation_string":"Centers for Biomedical Engineering, University of Science and Technology of China, Hefei, China","institution_ids":["https://openalex.org/I126520041"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":2.1155,"has_fulltext":true,"cited_by_count":32,"citation_normalized_percentile":{"value":0.87892253,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":"8","issue":null,"first_page":"80899","last_page":"80907"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10044","display_name":"Protein Structure and Dynamics","score":0.9994000196456909,"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/T10044","display_name":"Protein Structure and Dynamics","score":0.9994000196456909,"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/T11948","display_name":"Machine Learning in Materials Science","score":0.9890000224113464,"subfield":{"id":"https://openalex.org/subfields/2505","display_name":"Materials Chemistry"},"field":{"id":"https://openalex.org/fields/25","display_name":"Materials Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10211","display_name":"Computational Drug Discovery Methods","score":0.9434999823570251,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/discriminator","display_name":"Discriminator","score":0.8311200141906738},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7802243828773499},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.7379340529441833},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7012786865234375},{"id":"https://openalex.org/keywords/generator","display_name":"Generator (circuit theory)","score":0.6272091865539551},{"id":"https://openalex.org/keywords/network-architecture","display_name":"Network architecture","score":0.5016293525695801},{"id":"https://openalex.org/keywords/exploit","display_name":"Exploit","score":0.4771520495414734},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.47029921412467957},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.47028210759162903},{"id":"https://openalex.org/keywords/encoder","display_name":"Encoder","score":0.45604991912841797},{"id":"https://openalex.org/keywords/generative-adversarial-network","display_name":"Generative adversarial network","score":0.439769446849823},{"id":"https://openalex.org/keywords/adversarial-system","display_name":"Adversarial system","score":0.4388011693954468},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.41710522770881653},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3542434573173523}],"concepts":[{"id":"https://openalex.org/C2779803651","wikidata":"https://www.wikidata.org/wiki/Q5282088","display_name":"Discriminator","level":3,"score":0.8311200141906738},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7802243828773499},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.7379340529441833},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7012786865234375},{"id":"https://openalex.org/C2780992000","wikidata":"https://www.wikidata.org/wiki/Q17016113","display_name":"Generator (circuit theory)","level":3,"score":0.6272091865539551},{"id":"https://openalex.org/C193415008","wikidata":"https://www.wikidata.org/wiki/Q639681","display_name":"Network architecture","level":2,"score":0.5016293525695801},{"id":"https://openalex.org/C165696696","wikidata":"https://www.wikidata.org/wiki/Q11287","display_name":"Exploit","level":2,"score":0.4771520495414734},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.47029921412467957},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.47028210759162903},{"id":"https://openalex.org/C118505674","wikidata":"https://www.wikidata.org/wiki/Q42586063","display_name":"Encoder","level":2,"score":0.45604991912841797},{"id":"https://openalex.org/C2988773926","wikidata":"https://www.wikidata.org/wiki/Q25104379","display_name":"Generative adversarial network","level":3,"score":0.439769446849823},{"id":"https://openalex.org/C37736160","wikidata":"https://www.wikidata.org/wiki/Q1801315","display_name":"Adversarial system","level":2,"score":0.4388011693954468},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.41710522770881653},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3542434573173523},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.0},{"id":"https://openalex.org/C94915269","wikidata":"https://www.wikidata.org/wiki/Q1834857","display_name":"Detector","level":2,"score":0.0},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.0},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2020.2991605","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2020.2991605","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8948470/09082609.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:20aa79e1a9ad418fbcf6cdf4c1879378","is_oa":true,"landing_page_url":"https://doaj.org/article/20aa79e1a9ad418fbcf6cdf4c1879378","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 8, Pp 80899-80907 (2020)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2020.2991605","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2020.2991605","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8948470/09082609.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Reduced inequalities","score":0.7099999785423279,"id":"https://metadata.un.org/sdg/10"}],"awards":[{"id":"https://openalex.org/G1307575636","display_name":"\u9762\u5411\u8111\u75be\u75c5\u7684\u4eba\u4f53\u80a0\u9053\u5fae\u751f\u7269\u7ec4\u5b66\u6570\u636e\u6316\u6398\u65b9\u6cd5\u7814\u7a76","funder_award_id":"61932008","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G1463133177","display_name":null,"funder_award_id":"61901238","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G1724776241","display_name":null,"funder_award_id":"2018YFC0910500","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"},{"id":"https://openalex.org/G3046206575","display_name":null,"funder_award_id":"17ZR1445600","funder_id":"https://openalex.org/F4320309612","funder_display_name":"Natural Science Foundation of Shanghai"},{"id":"https://openalex.org/G4177239872","display_name":null,"funder_award_id":"2018SHZDZX01","funder_id":"https://openalex.org/F4320309612","funder_display_name":"Natural Science Foundation of Shanghai"},{"id":"https://openalex.org/G4199516844","display_name":"\u9762\u5411\u65b0\u4e00\u4ee3\u6d4b\u5e8f\u7684\u764c\u75c7\u62f7\u8d1d\u6570\u5f02\u5e38\u68c0\u6d4b\u53ca\u5176\u5173\u952e\u53d8\u5f02\u7684\u8ba1\u7b97\u53d1\u73b0\u7814\u7a76","funder_award_id":"61571414","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4917514995","display_name":null,"funder_award_id":"2018YFC0910500","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5154848714","display_name":null,"funder_award_id":"2018SHZDZX01","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"},{"id":"https://openalex.org/G5369175185","display_name":"\u57fa\u4e8e\u591a\u7ec4\u5b66\u6570\u636e\u6574\u5408\u7684\u75be\u75c5\u57fa\u56e0\u9884\u6d4b\u65b9\u6cd5\u7814\u7a76","funder_award_id":"61572363","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5574148142","display_name":null,"funder_award_id":"2018SHZDZX01","funder_id":"https://openalex.org/F4320321851","funder_display_name":"Fudan University"},{"id":"https://openalex.org/G7078069131","display_name":"\u764c\u75c7\u76f8\u5173\u78f7\u9178\u5316\u4fe1\u53f7\u8f6c\u5bfc\u7f51\u7edc\u653b\u51fb\u53d8\u5f02\u7684\u8ba1\u7b97\u8bc6\u522b\u548c\u5206\u6790\u7814\u7a76","funder_award_id":"61871361","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7094097324","display_name":"\u8054\u5408\u57fa\u56e0\u7ec4\u53d8\u5f02\u4e0e\u6570\u5b57\u75c5\u7406\u56fe\u50cf\u7684\u764c\u75c7\u591a\u6a21\u6001\u9884\u540e\u9884\u6d4b\u65b9\u6cd5\u7814\u7a76","funder_award_id":"61971393","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7348074014","display_name":"\u78f7\u9178\u5316\u76f8\u5173\u7684\u86cb\u767d\u8d28\u7ffb\u8bd1\u540e\u4fee\u9970Crosstalk\u53ca\u6fc0\u9176\u7684\u8ba1\u7b97\u8bc6\u522b\u65b9\u6cd5\u548c\u5206\u6790\u7814\u7a76","funder_award_id":"61471331","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G775243255","display_name":"\u57fa\u4e8e\u591a\u6e90\u6570\u636e\u6574\u5408\u7684\u8010\u836f\u57fa\u56e0\u8bc6\u522b\u7b97\u6cd5\u7814\u7a76","funder_award_id":"61772368","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8899475930","display_name":null,"funder_award_id":"2018SHZDZX01","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320309612","display_name":"Natural Science Foundation of Shanghai","ror":null},{"id":"https://openalex.org/F4320311003","display_name":"Ningxia University","ror":"https://ror.org/04j7b2v61"},{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320321851","display_name":"Fudan University","ror":"https://ror.org/013q1eq08"},{"id":"https://openalex.org/F4320325599","display_name":"University of Science and Technology of China","ror":"https://ror.org/04c4dkn09"},{"id":"https://openalex.org/F4320335777","display_name":"National Key Research and Development Program of China","ror":null}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3021785094.pdf","grobid_xml":"https://content.openalex.org/works/W3021785094.grobid-xml"},"referenced_works_count":41,"referenced_works":["https://openalex.org/W1967195968","https://openalex.org/W2006796203","https://openalex.org/W2051210555","https://openalex.org/W2069458148","https://openalex.org/W2102461176","https://openalex.org/W2107498970","https://openalex.org/W2114251106","https://openalex.org/W2114340287","https://openalex.org/W2119843684","https://openalex.org/W2121444044","https://openalex.org/W2136799255","https://openalex.org/W2139447922","https://openalex.org/W2158343751","https://openalex.org/W2161072217","https://openalex.org/W2194775991","https://openalex.org/W2213268248","https://openalex.org/W2333216469","https://openalex.org/W2552163046","https://openalex.org/W2554423077","https://openalex.org/W2557595285","https://openalex.org/W2583180462","https://openalex.org/W2610313513","https://openalex.org/W2747811776","https://openalex.org/W2780845733","https://openalex.org/W2801109052","https://openalex.org/W2808950571","https://openalex.org/W2892055372","https://openalex.org/W2893880892","https://openalex.org/W2900324779","https://openalex.org/W2906084236","https://openalex.org/W2906946803","https://openalex.org/W2944535254","https://openalex.org/W2949867299","https://openalex.org/W2951621517","https://openalex.org/W2956081200","https://openalex.org/W2963351448","https://openalex.org/W2965351431","https://openalex.org/W4320013936","https://openalex.org/W6729856380","https://openalex.org/W6732940373","https://openalex.org/W6779669310"],"related_works":["https://openalex.org/W2995777218","https://openalex.org/W2366944513","https://openalex.org/W3217069185","https://openalex.org/W3049340819","https://openalex.org/W4308928038","https://openalex.org/W4200430540","https://openalex.org/W3141413246","https://openalex.org/W2808862658","https://openalex.org/W4322709305","https://openalex.org/W3002487853"],"abstract_inverted_index":{"Accurate":[0],"protein":[1,10,26,71,87,144,232],"contact":[2,27,72,88,140,148,159,173,189,233],"map":[3,28,89],"prediction":[4,29],"is":[5,98,114,236],"essential":[6],"for":[7,38,68,86,208,230],"de":[8],"novo":[9],"structure":[11],"prediction.":[12],"Over":[13],"the":[14,47,54,93,99,138,151,155,166,179,186,203,225],"past":[15],"few":[16],"years,":[17],"deep":[18,32,44,83],"learning":[19,33,45,58,84,207],"has":[20,52],"brought":[21],"a":[22,80,109,130,194],"significant":[23],"breakthrough":[24],"in":[25,103],"and":[30,161,164,182],"optimized":[31],"architectures":[34],"are":[35,121],"highly":[36],"desired":[37],"performance":[39],"improvement.":[40],"As":[41],"an":[42],"emerging":[43],"architecture,":[46],"generative":[48],"adversarial":[49,124,206],"network":[50,128,153,168],"(GAN)":[51],"shown":[53],"powerful":[55],"capability":[56],"of":[57,95,107,116,188,205,227],"intrinsic":[59],"patterns,":[60],"which":[61,91,199],"inspires":[62],"us":[63],"to":[64,92,146,169,176],"comprehensively":[65],"exploit":[66],"GAN":[67],"predicting":[69,231],"accurate":[70,172],"maps.":[73,174,234],"In":[74],"this":[75,104],"study,":[76],"we":[77,191],"present":[78],"GANcon,":[79],"novel":[81,195],"GAN-based":[82,101],"architecture":[85,133],"prediction,":[90],"best":[94],"our":[96,228],"knowledge":[97],"first":[100],"approach":[102],"field.":[105],"Instead":[106],"using":[108],"single":[110],"neural":[111],"network,":[112],"GANcon":[113,219,235],"composed":[115],"two":[117],"competitive":[118],"networks":[119],"that":[120,134,218],"evolving":[122],"through":[123],"learning.":[125],"The":[126,211],"generator":[127,167],"employs":[129],"dedicated":[131],"encoder-decoder":[132],"can":[135,200],"efficiently":[136],"capture":[137],"underlying":[139],"information":[141],"from":[142],"versatile":[143],"features":[145],"generate":[147],"maps,":[149,190],"while":[150],"discriminator":[152],"learns":[154],"differences":[156],"between":[157],"generated":[158],"maps":[160],"real":[162],"ones":[163],"promotes":[165],"produce":[170],"more":[171],"Moreover,":[175],"deal":[177],"with":[178],"imbalance":[180],"problem":[181],"take":[183],"into":[184],"account":[185],"symmetry":[187],"also":[192],"propose":[193],"symmetrical":[196],"focal":[197],"loss,":[198],"further":[201],"enhance":[202],"effectiveness":[204,226],"better":[209],"performance.":[210],"experimental":[212],"results":[213],"on":[214],"several":[215],"datasets":[216],"demonstrate":[217],"outperforms":[220],"many":[221],"state-of-the-art":[222],"methods,":[223],"indicating":[224],"method":[229],"freely":[237],"available":[238],"at":[239],"https://github.com/melissaya/GANcon.":[240]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":13},{"year":2021,"cited_by_count":8},{"year":2020,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
