{"id":"https://openalex.org/W2972006361","doi":"https://doi.org/10.1093/bioinformatics/btz691","title":"Identifying molecular recognition features in intrinsically disordered regions of proteins by transfer learning","display_name":"Identifying molecular recognition features in intrinsically disordered regions of proteins by transfer learning","publication_year":2019,"publication_date":"2019-09-01","ids":{"openalex":"https://openalex.org/W2972006361","doi":"https://doi.org/10.1093/bioinformatics/btz691","mag":"2972006361","pmid":"https://pubmed.ncbi.nlm.nih.gov/31504193"},"language":"en","primary_location":{"id":"doi:10.1093/bioinformatics/btz691","is_oa":true,"landing_page_url":"https://doi.org/10.1093/bioinformatics/btz691","pdf_url":"https://academic.oup.com/bioinformatics/article-pdf/36/4/1107/32527547/btz691.pdf","source":{"id":"https://openalex.org/S52395412","display_name":"Bioinformatics","issn_l":"1367-4803","issn":["1367-4803","1367-4811"],"is_oa":false,"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Bioinformatics","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://academic.oup.com/bioinformatics/article-pdf/36/4/1107/32527547/btz691.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5066694098","display_name":"Jack Hanson","orcid":"https://orcid.org/0000-0001-6956-6748"},"institutions":[{"id":"https://openalex.org/I11701301","display_name":"Griffith University","ror":"https://ror.org/02sc3r913","country_code":"AU","type":"education","lineage":["https://openalex.org/I11701301"]}],"countries":["AU"],"is_corresponding":true,"raw_author_name":"Jack Hanson","raw_affiliation_strings":["Signal Processing Laboratory, Griffith University , Brisbane, QLD 4122, Australia"],"affiliations":[{"raw_affiliation_string":"Signal Processing Laboratory, Griffith University , Brisbane, QLD 4122, Australia","institution_ids":["https://openalex.org/I11701301"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5048999222","display_name":"Thomas Litfin","orcid":"https://orcid.org/0000-0002-4863-3865"},"institutions":[{"id":"https://openalex.org/I11701301","display_name":"Griffith University","ror":"https://ror.org/02sc3r913","country_code":"AU","type":"education","lineage":["https://openalex.org/I11701301"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Thomas Litfin","raw_affiliation_strings":["Institute for Glycomics, School of Information and Communication Technology , Griffith University, Southport, QLD 4222, Australia"],"affiliations":[{"raw_affiliation_string":"Institute for Glycomics, School of Information and Communication Technology , Griffith University, Southport, QLD 4222, Australia","institution_ids":["https://openalex.org/I11701301"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046089538","display_name":"Kuldip K. Paliwal","orcid":"https://orcid.org/0000-0002-3553-3662"},"institutions":[{"id":"https://openalex.org/I11701301","display_name":"Griffith University","ror":"https://ror.org/02sc3r913","country_code":"AU","type":"education","lineage":["https://openalex.org/I11701301"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Kuldip Paliwal","raw_affiliation_strings":["Signal Processing Laboratory, Griffith University , Brisbane, QLD 4122, Australia"],"affiliations":[{"raw_affiliation_string":"Signal Processing Laboratory, Griffith University , Brisbane, QLD 4122, Australia","institution_ids":["https://openalex.org/I11701301"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5032724151","display_name":"Yaoqi Zhou","orcid":"https://orcid.org/0000-0002-9958-5699"},"institutions":[{"id":"https://openalex.org/I11701301","display_name":"Griffith University","ror":"https://ror.org/02sc3r913","country_code":"AU","type":"education","lineage":["https://openalex.org/I11701301"]}],"countries":["AU"],"is_corresponding":true,"raw_author_name":"Yaoqi Zhou","raw_affiliation_strings":["Institute for Glycomics, School of Information and Communication Technology , Griffith University, Southport, QLD 4222, Australia"],"affiliations":[{"raw_affiliation_string":"Institute for Glycomics, School of Information and Communication Technology , Griffith University, Southport, QLD 4222, Australia","institution_ids":["https://openalex.org/I11701301"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5032724151","https://openalex.org/A5066694098"],"corresponding_institution_ids":["https://openalex.org/I11701301"],"apc_list":{"value":3618,"currency":"USD","value_usd":3618},"apc_paid":null,"fwci":2.2329,"has_fulltext":false,"cited_by_count":55,"citation_normalized_percentile":{"value":0.88775626,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"36","issue":"4","first_page":"1107","last_page":"1113"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10044","display_name":"Protein Structure and Dynamics","score":0.9997000098228455,"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":0.9997000098228455,"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/T12254","display_name":"Machine Learning in Bioinformatics","score":0.9987000226974487,"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/T10521","display_name":"RNA and protein synthesis mechanisms","score":0.9945999979972839,"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":0.6786783337593079},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5994567275047302},{"id":"https://openalex.org/keywords/training-set","display_name":"Training set","score":0.5418449640274048},{"id":"https://openalex.org/keywords/similarity","display_name":"Similarity (geometry)","score":0.516086757183075},{"id":"https://openalex.org/keywords/test-set","display_name":"Test set","score":0.5082230567932129},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.4883992075920105},{"id":"https://openalex.org/keywords/sequence","display_name":"Sequence (biology)","score":0.48347240686416626},{"id":"https://openalex.org/keywords/transfer-of-learning","display_name":"Transfer of learning","score":0.4740169644355774},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4332500100135803},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.364284485578537},{"id":"https://openalex.org/keywords/chemistry","display_name":"Chemistry","score":0.19195041060447693},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.09569597244262695}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6786783337593079},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5994567275047302},{"id":"https://openalex.org/C51632099","wikidata":"https://www.wikidata.org/wiki/Q3985153","display_name":"Training set","level":2,"score":0.5418449640274048},{"id":"https://openalex.org/C103278499","wikidata":"https://www.wikidata.org/wiki/Q254465","display_name":"Similarity (geometry)","level":3,"score":0.516086757183075},{"id":"https://openalex.org/C169903167","wikidata":"https://www.wikidata.org/wiki/Q3985153","display_name":"Test set","level":2,"score":0.5082230567932129},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.4883992075920105},{"id":"https://openalex.org/C2778112365","wikidata":"https://www.wikidata.org/wiki/Q3511065","display_name":"Sequence (biology)","level":2,"score":0.48347240686416626},{"id":"https://openalex.org/C150899416","wikidata":"https://www.wikidata.org/wiki/Q1820378","display_name":"Transfer of learning","level":2,"score":0.4740169644355774},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4332500100135803},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.364284485578537},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.19195041060447693},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.09569597244262695},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D019295","descriptor_name":"Computational Biology","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D019295","descriptor_name":"Computational Biology","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D019295","descriptor_name":"Computational Biology","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D064267","descriptor_name":"Intrinsically Disordered Proteins","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D064267","descriptor_name":"Intrinsically Disordered Proteins","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D064267","descriptor_name":"Intrinsically Disordered Proteins","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":3,"locations":[{"id":"doi:10.1093/bioinformatics/btz691","is_oa":true,"landing_page_url":"https://doi.org/10.1093/bioinformatics/btz691","pdf_url":"https://academic.oup.com/bioinformatics/article-pdf/36/4/1107/32527547/btz691.pdf","source":{"id":"https://openalex.org/S52395412","display_name":"Bioinformatics","issn_l":"1367-4803","issn":["1367-4803","1367-4811"],"is_oa":false,"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Bioinformatics","raw_type":"journal-article"},{"id":"pmid:31504193","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/31504193","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":"Bioinformatics (Oxford, England)","raw_type":null},{"id":"pmh:oai:research-repository.griffith.edu.au:10072/394650","is_oa":true,"landing_page_url":"http://hdl.handle.net/10072/394650","pdf_url":null,"source":{"id":"https://openalex.org/S4306402548","display_name":"Griffith Research Online (Griffith University, Queensland, Australia)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I11701301","host_organization_name":"Griffith University","host_organization_lineage":["https://openalex.org/I11701301"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Journal article"}],"best_oa_location":{"id":"doi:10.1093/bioinformatics/btz691","is_oa":true,"landing_page_url":"https://doi.org/10.1093/bioinformatics/btz691","pdf_url":"https://academic.oup.com/bioinformatics/article-pdf/36/4/1107/32527547/btz691.pdf","source":{"id":"https://openalex.org/S52395412","display_name":"Bioinformatics","issn_l":"1367-4803","issn":["1367-4803","1367-4811"],"is_oa":false,"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Bioinformatics","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"No poverty","id":"https://metadata.un.org/sdg/1","score":0.6899999976158142}],"awards":[{"id":"https://openalex.org/G1065191731","display_name":null,"funder_award_id":"1121629","funder_id":"https://openalex.org/F4320334705","funder_display_name":"National Health and Medical Research Council"},{"id":"https://openalex.org/G1114770080","display_name":null,"funder_award_id":"DP180102060","funder_id":"https://openalex.org/F4320334704","funder_display_name":"Australian Research Council"}],"funders":[{"id":"https://openalex.org/F4320315813","display_name":"Queensland Cyber Infrastructure Foundation","ror":"https://ror.org/03sd43014"},{"id":"https://openalex.org/F4320334704","display_name":"Australian Research Council","ror":"https://ror.org/05mmh0f86"},{"id":"https://openalex.org/F4320334705","display_name":"National Health and Medical Research Council","ror":"https://ror.org/011kf5r70"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2972006361.pdf","grobid_xml":"https://content.openalex.org/works/W2972006361.grobid-xml"},"referenced_works_count":61,"referenced_works":["https://openalex.org/W348213426","https://openalex.org/W1498436455","https://openalex.org/W1578197435","https://openalex.org/W1720678970","https://openalex.org/W1901968134","https://openalex.org/W1998951647","https://openalex.org/W2003561135","https://openalex.org/W2006192061","https://openalex.org/W2016170088","https://openalex.org/W2018661561","https://openalex.org/W2051210555","https://openalex.org/W2052606462","https://openalex.org/W2064675550","https://openalex.org/W2084652316","https://openalex.org/W2095705004","https://openalex.org/W2102701612","https://openalex.org/W2103743266","https://openalex.org/W2109553965","https://openalex.org/W2114823344","https://openalex.org/W2120744225","https://openalex.org/W2131774270","https://openalex.org/W2148603752","https://openalex.org/W2149472608","https://openalex.org/W2157825442","https://openalex.org/W2158714788","https://openalex.org/W2161958780","https://openalex.org/W2162980545","https://openalex.org/W2165698076","https://openalex.org/W2168220711","https://openalex.org/W2170463736","https://openalex.org/W2178290447","https://openalex.org/W2271840356","https://openalex.org/W2330518997","https://openalex.org/W2366093519","https://openalex.org/W2557283755","https://openalex.org/W2566370974","https://openalex.org/W2571643507","https://openalex.org/W2581342503","https://openalex.org/W2596230237","https://openalex.org/W2607268717","https://openalex.org/W2739999456","https://openalex.org/W2765783049","https://openalex.org/W2780927228","https://openalex.org/W2790001298","https://openalex.org/W2806884808","https://openalex.org/W2808950571","https://openalex.org/W2887475847","https://openalex.org/W2891149546","https://openalex.org/W2897991802","https://openalex.org/W2900078410","https://openalex.org/W2905446269","https://openalex.org/W2949867299","https://openalex.org/W2950374603","https://openalex.org/W2955270221","https://openalex.org/W2964350391","https://openalex.org/W2965837840","https://openalex.org/W6674330103","https://openalex.org/W6694260854","https://openalex.org/W6694517276","https://openalex.org/W6735178770","https://openalex.org/W6767070594"],"related_works":["https://openalex.org/W4225124612","https://openalex.org/W2043806667","https://openalex.org/W1999699871","https://openalex.org/W2791025012","https://openalex.org/W2021633306","https://openalex.org/W2006801911","https://openalex.org/W2033669961","https://openalex.org/W1972167985","https://openalex.org/W2971899271","https://openalex.org/W2350644419"],"abstract_inverted_index":{"Supplementary":[0],"data":[1],"are":[2],"available":[3],"at":[4],"Bioinformatics":[5],"online.":[6]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":6},{"year":2024,"cited_by_count":12},{"year":2023,"cited_by_count":10},{"year":2022,"cited_by_count":14},{"year":2021,"cited_by_count":9},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":1}],"updated_date":"2026-04-09T08:11:56.329763","created_date":"2025-10-10T00:00:00"}
