{"id":"https://openalex.org/W2897347734","doi":"https://doi.org/10.1109/ijcnn.2018.8488989","title":"TCSVM - A Cascade Approach with Transductive Inference to Predicting Protein Translation Initiation Site","display_name":"TCSVM - A Cascade Approach with Transductive Inference to Predicting Protein Translation Initiation Site","publication_year":2018,"publication_date":"2018-07-01","ids":{"openalex":"https://openalex.org/W2897347734","doi":"https://doi.org/10.1109/ijcnn.2018.8488989","mag":"2897347734"},"language":"en","primary_location":{"id":"doi:10.1109/ijcnn.2018.8488989","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ijcnn.2018.8488989","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 International Joint Conference on Neural Networks (IJCNN)","raw_type":"proceedings-article"},"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/A5017855716","display_name":"Wallison W. Guimar\u00e3es","orcid":null},"institutions":[{"id":"https://openalex.org/I170935008","display_name":"Pontif\u00edcia Universidade Cat\u00f3lica de Minas Gerais","ror":"https://ror.org/03j1rr444","country_code":"BR","type":"education","lineage":["https://openalex.org/I170935008"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Wallison W. Guimaraes","raw_affiliation_strings":["Pontifical Catholic University of Minas Gerais, Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Pontifical Catholic University of Minas Gerais, Brazil","institution_ids":["https://openalex.org/I170935008"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068189150","display_name":"Cristiano L. N. Pinto","orcid":"https://orcid.org/0000-0003-3066-4927"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Cristiano L. N. Pinto","raw_affiliation_strings":["School of Engineering of Minas Gerais, Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Engineering of Minas Gerais, Brazil","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5048437524","display_name":"Cristiane Neri Nobre","orcid":"https://orcid.org/0000-0001-8517-9852"},"institutions":[{"id":"https://openalex.org/I170935008","display_name":"Pontif\u00edcia Universidade Cat\u00f3lica de Minas Gerais","ror":"https://ror.org/03j1rr444","country_code":"BR","type":"education","lineage":["https://openalex.org/I170935008"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Cristiane N. Nobre","raw_affiliation_strings":["Pontifical Catholic University of Minas Gerais, Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Pontifical Catholic University of Minas Gerais, Brazil","institution_ids":["https://openalex.org/I170935008"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5056686523","display_name":"Luis E. Z\u00e1rate","orcid":"https://orcid.org/0000-0001-7063-1658"},"institutions":[{"id":"https://openalex.org/I170935008","display_name":"Pontif\u00edcia Universidade Cat\u00f3lica de Minas Gerais","ror":"https://ror.org/03j1rr444","country_code":"BR","type":"education","lineage":["https://openalex.org/I170935008"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Luis E. Zarate","raw_affiliation_strings":["Pontifical Catholic University of Minas Gerais, Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Pontifical Catholic University of Minas Gerais, Brazil","institution_ids":["https://openalex.org/I170935008"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.16632124,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"18","issue":null,"first_page":"1","last_page":"8"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"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"}},"topics":[{"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":0.9934999942779541,"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":0.9869999885559082,"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/cascade","display_name":"Cascade","score":0.7219765782356262},{"id":"https://openalex.org/keywords/inference","display_name":"Inference","score":0.7088634967803955},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6863563060760498},{"id":"https://openalex.org/keywords/translation","display_name":"Translation (biology)","score":0.679987907409668},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6042476892471313},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.34077563881874084},{"id":"https://openalex.org/keywords/computational-biology","display_name":"Computational biology","score":0.3278271555900574},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.15123003721237183},{"id":"https://openalex.org/keywords/chemistry","display_name":"Chemistry","score":0.08931219577789307},{"id":"https://openalex.org/keywords/messenger-rna","display_name":"Messenger RNA","score":0.05398115515708923}],"concepts":[{"id":"https://openalex.org/C34146451","wikidata":"https://www.wikidata.org/wiki/Q5048094","display_name":"Cascade","level":2,"score":0.7219765782356262},{"id":"https://openalex.org/C2776214188","wikidata":"https://www.wikidata.org/wiki/Q408386","display_name":"Inference","level":2,"score":0.7088634967803955},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6863563060760498},{"id":"https://openalex.org/C149364088","wikidata":"https://www.wikidata.org/wiki/Q185917","display_name":"Translation (biology)","level":4,"score":0.679987907409668},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6042476892471313},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.34077563881874084},{"id":"https://openalex.org/C70721500","wikidata":"https://www.wikidata.org/wiki/Q177005","display_name":"Computational biology","level":1,"score":0.3278271555900574},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.15123003721237183},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.08931219577789307},{"id":"https://openalex.org/C105580179","wikidata":"https://www.wikidata.org/wiki/Q188928","display_name":"Messenger RNA","level":3,"score":0.05398115515708923},{"id":"https://openalex.org/C43617362","wikidata":"https://www.wikidata.org/wiki/Q170050","display_name":"Chromatography","level":1,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ijcnn.2018.8488989","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ijcnn.2018.8488989","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 International Joint Conference on Neural Networks (IJCNN)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320321091","display_name":"Coordena\u00e7\u00e3o de Aperfei\u00e7oamento de Pessoal de N\u00edvel Superior","ror":"https://ror.org/00x0ma614"},{"id":"https://openalex.org/F4320322025","display_name":"Conselho Nacional de Desenvolvimento Cient\u00edfico e Tecnol\u00f3gico","ror":"https://ror.org/03swz6y49"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":34,"referenced_works":["https://openalex.org/W1520212375","https://openalex.org/W1680392829","https://openalex.org/W1940988901","https://openalex.org/W1951979478","https://openalex.org/W1983716193","https://openalex.org/W2009105413","https://openalex.org/W2034844219","https://openalex.org/W2058426472","https://openalex.org/W2071983711","https://openalex.org/W2080052447","https://openalex.org/W2107008379","https://openalex.org/W2114281975","https://openalex.org/W2117990954","https://openalex.org/W2139453370","https://openalex.org/W2141022810","https://openalex.org/W2145991872","https://openalex.org/W2147376178","https://openalex.org/W2153635508","https://openalex.org/W2156658001","https://openalex.org/W2156909104","https://openalex.org/W2250185284","https://openalex.org/W2583689827","https://openalex.org/W2759159845","https://openalex.org/W2783633605","https://openalex.org/W2920725015","https://openalex.org/W2964057329","https://openalex.org/W4312960235","https://openalex.org/W6637386731","https://openalex.org/W6640420169","https://openalex.org/W6652326356","https://openalex.org/W6676132248","https://openalex.org/W6677732001","https://openalex.org/W6679517787","https://openalex.org/W6691680507"],"related_works":["https://openalex.org/W2153719181","https://openalex.org/W1971748923","https://openalex.org/W1566155057","https://openalex.org/W2060986072","https://openalex.org/W2052574922","https://openalex.org/W64588465","https://openalex.org/W3120641340","https://openalex.org/W2117825986","https://openalex.org/W3134067061","https://openalex.org/W2079855347"],"abstract_inverted_index":{"Correctly":[0],"predicting":[1],"Protein":[2,63],"Translation":[3,64],"Initiation":[4,65],"Site":[5,66],"is":[6,47,87],"a":[7,50,72],"problem":[8,27],"of":[9,17,19,43,79,101,105],"great":[10],"interest":[11],"in":[12,38,75,96],"molecular":[13],"biology.":[14],"The":[15,41,68],"lack":[16],"knowledge":[18],"conservative":[20],"Ribonucleic":[21],"Acid":[22],"(mRNA)":[23],"\u201cribbons\u201d":[24],"makes":[25],"the":[26,44,54,76,80,84,99,102],"not":[28],"trivial,":[29],"and":[30],"machine":[31],"learning":[32],"methods":[33,104],"have":[34],"obtained":[35],"good":[36,94],"results":[37,70],"this":[39],"context.":[40],"purpose":[42],"present":[45],"work":[46],"to":[48,61,98],"develop":[49],"cascade":[51],"strategy":[52],"with":[53],"Transductive":[55],"Support":[56],"Vector":[57],"Machine":[58],"(SVM)":[59],"method":[60],"predict":[62],"(TIS).":[67],"experimental":[69],"showed":[71],"significant":[73],"reduction":[74],"computational":[77],"cost":[78],"method,":[81],"indicating":[82],"that":[83],"proposed":[85],"approach":[86],"promising,":[88],"as":[89],"it":[90],"achieved":[91],"an":[92],"arguably":[93],"performance":[95],"comparison":[97],"state":[100],"art":[103],"TIS":[106],"prediction.":[107]},"counts_by_year":[],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}