{"id":"https://openalex.org/W156345840","doi":"https://doi.org/10.1007/978-3-642-13214-8_5","title":"Predicting the Start of Protein \u03b1-Helices Using Machine Learning Algorithms","display_name":"Predicting the Start of Protein \u03b1-Helices Using Machine Learning Algorithms","publication_year":2010,"publication_date":"2010-01-01","ids":{"openalex":"https://openalex.org/W156345840","doi":"https://doi.org/10.1007/978-3-642-13214-8_5","mag":"156345840"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-642-13214-8_5","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-642-13214-8_5","pdf_url":null,"source":{"id":"https://openalex.org/S4210208846","display_name":"Advances in intelligent and soft computing","issn_l":"1867-5662","issn":["1867-5662","1867-5670"],"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":"Advances in Intelligent and Soft Computing","raw_type":"book-chapter"},"type":"book-chapter","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/A5054960351","display_name":"Rui Camacho","orcid":"https://orcid.org/0000-0003-0940-3554"},"institutions":[{"id":"https://openalex.org/I182534213","display_name":"Universidade do Porto","ror":"https://ror.org/043pwc612","country_code":"PT","type":"education","lineage":["https://openalex.org/I182534213"]}],"countries":["PT"],"is_corresponding":true,"raw_author_name":"Rui Camacho","raw_affiliation_strings":["LIAAD & Faculdade de Engenharia da Universidade do Porto, Portugal"],"affiliations":[{"raw_affiliation_string":"LIAAD & Faculdade de Engenharia da Universidade do Porto, Portugal","institution_ids":["https://openalex.org/I182534213"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5035184009","display_name":"Rita Ferreira","orcid":null},"institutions":[{"id":"https://openalex.org/I182534213","display_name":"Universidade do Porto","ror":"https://ror.org/043pwc612","country_code":"PT","type":"education","lineage":["https://openalex.org/I182534213"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Rita Ferreira","raw_affiliation_strings":["LIAAD & Faculdade de Engenharia da Universidade do Porto, Portugal"],"affiliations":[{"raw_affiliation_string":"LIAAD & Faculdade de Engenharia da Universidade do Porto, Portugal","institution_ids":["https://openalex.org/I182534213"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024887739","display_name":"Natacha Rosa","orcid":"https://orcid.org/0000-0001-9900-8851"},"institutions":[{"id":"https://openalex.org/I182534213","display_name":"Universidade do Porto","ror":"https://ror.org/043pwc612","country_code":"PT","type":"education","lineage":["https://openalex.org/I182534213"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Natacha Rosa","raw_affiliation_strings":["LIAAD & Faculdade de Engenharia da Universidade do Porto, Portugal"],"affiliations":[{"raw_affiliation_string":"LIAAD & Faculdade de Engenharia da Universidade do Porto, Portugal","institution_ids":["https://openalex.org/I182534213"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047533280","display_name":"V\u00e2nia Guimar\ufffd\u00e3es","orcid":"https://orcid.org/0000-0001-8133-0789"},"institutions":[{"id":"https://openalex.org/I182534213","display_name":"Universidade do Porto","ror":"https://ror.org/043pwc612","country_code":"PT","type":"education","lineage":["https://openalex.org/I182534213"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"V\u00e2nia Guimar\u00e3es","raw_affiliation_strings":["LIAAD & Faculdade de Engenharia da Universidade do Porto, Portugal"],"affiliations":[{"raw_affiliation_string":"LIAAD & Faculdade de Engenharia da Universidade do Porto, Portugal","institution_ids":["https://openalex.org/I182534213"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003291220","display_name":"Nuno A. Fonseca","orcid":"https://orcid.org/0000-0003-4832-578X"},"institutions":[{"id":"https://openalex.org/I121345201","display_name":"Instituto de Engenharia de Sistemas e Computadores Investiga\u00e7\u00e3o e Desenvolvimento","ror":"https://ror.org/04mqy3p58","country_code":"PT","type":"nonprofit","lineage":["https://openalex.org/I121345201","https://openalex.org/I4210125590"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Nuno A. Fonseca","raw_affiliation_strings":["CRACS-INESC Porto, LA, Portugal"],"affiliations":[{"raw_affiliation_string":"CRACS-INESC Porto, LA, Portugal","institution_ids":["https://openalex.org/I121345201"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059093687","display_name":"V\u0131\u0301tor Santos Costa","orcid":"https://orcid.org/0000-0002-3344-8237"},"institutions":[{"id":"https://openalex.org/I182534213","display_name":"Universidade do Porto","ror":"https://ror.org/043pwc612","country_code":"PT","type":"education","lineage":["https://openalex.org/I182534213"]},{"id":"https://openalex.org/I121345201","display_name":"Instituto de Engenharia de Sistemas e Computadores Investiga\u00e7\u00e3o e Desenvolvimento","ror":"https://ror.org/04mqy3p58","country_code":"PT","type":"nonprofit","lineage":["https://openalex.org/I121345201","https://openalex.org/I4210125590"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"V\u00edtor Santos Costa","raw_affiliation_strings":["CRACS-INESC Porto, LA, Portugal","DCC-Faculdade de Ci\u00eancias da Universidade do Porto, Portugal"],"affiliations":[{"raw_affiliation_string":"CRACS-INESC Porto, LA, Portugal","institution_ids":["https://openalex.org/I121345201"]},{"raw_affiliation_string":"DCC-Faculdade de Ci\u00eancias da Universidade do Porto, Portugal","institution_ids":["https://openalex.org/I182534213"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100911573","display_name":"Miguel de Sousa","orcid":null},"institutions":[{"id":"https://openalex.org/I4210138594","display_name":"Rede de Qu\u00edmica e Tecnologia","ror":"https://ror.org/04j14t006","country_code":"PT","type":"nonprofit","lineage":["https://openalex.org/I4210138594"]},{"id":"https://openalex.org/I182534213","display_name":"Universidade do Porto","ror":"https://ror.org/043pwc612","country_code":"PT","type":"education","lineage":["https://openalex.org/I182534213"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Miguel de Sousa","raw_affiliation_strings":["REQUIMTE/Faculdade de Ci\u00eancias da Universidade do Porto, Portugal"],"affiliations":[{"raw_affiliation_string":"REQUIMTE/Faculdade de Ci\u00eancias da Universidade do Porto, Portugal","institution_ids":["https://openalex.org/I182534213","https://openalex.org/I4210138594"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5074119381","display_name":"Alexandre L. Magalh\u00e3es","orcid":"https://orcid.org/0000-0002-1162-2089"},"institutions":[{"id":"https://openalex.org/I182534213","display_name":"Universidade do Porto","ror":"https://ror.org/043pwc612","country_code":"PT","type":"education","lineage":["https://openalex.org/I182534213"]},{"id":"https://openalex.org/I4210138594","display_name":"Rede de Qu\u00edmica e Tecnologia","ror":"https://ror.org/04j14t006","country_code":"PT","type":"nonprofit","lineage":["https://openalex.org/I4210138594"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Alexandre Magalh\u00e3es","raw_affiliation_strings":["REQUIMTE/Faculdade de Ci\u00eancias da Universidade do Porto, Portugal"],"affiliations":[{"raw_affiliation_string":"REQUIMTE/Faculdade de Ci\u00eancias da Universidade do Porto, Portugal","institution_ids":["https://openalex.org/I182534213","https://openalex.org/I4210138594"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":8,"corresponding_author_ids":["https://openalex.org/A5054960351"],"corresponding_institution_ids":["https://openalex.org/I182534213"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.06641799,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"33","last_page":"41"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10044","display_name":"Protein Structure and Dynamics","score":0.9994999766349792,"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":0.9994999766349792,"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":0.9994000196456909,"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/T10521","display_name":"RNA and protein synthesis mechanisms","score":0.996399998664856,"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/protein-folding","display_name":"Protein folding","score":0.6255949139595032},{"id":"https://openalex.org/keywords/amyotrophic-lateral-sclerosis","display_name":"Amyotrophic lateral sclerosis","score":0.6183112859725952},{"id":"https://openalex.org/keywords/computational-biology","display_name":"Computational biology","score":0.5172587037086487},{"id":"https://openalex.org/keywords/folding","display_name":"Folding (DSP implementation)","score":0.5126191973686218},{"id":"https://openalex.org/keywords/sequence","display_name":"Sequence (biology)","score":0.4937330186367035},{"id":"https://openalex.org/keywords/protein-structure","display_name":"Protein structure","score":0.45035088062286377},{"id":"https://openalex.org/keywords/transmissible-spongiform-encephalopathy","display_name":"Transmissible spongiform encephalopathy","score":0.4408456087112427},{"id":"https://openalex.org/keywords/disease","display_name":"Disease","score":0.43946659564971924},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.38396090269088745},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.3325679898262024},{"id":"https://openalex.org/keywords/cell-biology","display_name":"Cell biology","score":0.26849162578582764},{"id":"https://openalex.org/keywords/biochemistry","display_name":"Biochemistry","score":0.23779815435409546},{"id":"https://openalex.org/keywords/prion-protein","display_name":"Prion protein","score":0.23764193058013916},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.15578114986419678},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.10679548978805542},{"id":"https://openalex.org/keywords/scrapie","display_name":"Scrapie","score":0.09849885106086731}],"concepts":[{"id":"https://openalex.org/C204328495","wikidata":"https://www.wikidata.org/wiki/Q847556","display_name":"Protein folding","level":2,"score":0.6255949139595032},{"id":"https://openalex.org/C2780596555","wikidata":"https://www.wikidata.org/wiki/Q206901","display_name":"Amyotrophic lateral sclerosis","level":3,"score":0.6183112859725952},{"id":"https://openalex.org/C70721500","wikidata":"https://www.wikidata.org/wiki/Q177005","display_name":"Computational biology","level":1,"score":0.5172587037086487},{"id":"https://openalex.org/C2776545253","wikidata":"https://www.wikidata.org/wiki/Q5464292","display_name":"Folding (DSP implementation)","level":2,"score":0.5126191973686218},{"id":"https://openalex.org/C2778112365","wikidata":"https://www.wikidata.org/wiki/Q3511065","display_name":"Sequence (biology)","level":2,"score":0.4937330186367035},{"id":"https://openalex.org/C47701112","wikidata":"https://www.wikidata.org/wiki/Q735188","display_name":"Protein structure","level":2,"score":0.45035088062286377},{"id":"https://openalex.org/C2776797465","wikidata":"https://www.wikidata.org/wiki/Q703961","display_name":"Transmissible spongiform encephalopathy","level":5,"score":0.4408456087112427},{"id":"https://openalex.org/C2779134260","wikidata":"https://www.wikidata.org/wiki/Q12136","display_name":"Disease","level":2,"score":0.43946659564971924},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.38396090269088745},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3325679898262024},{"id":"https://openalex.org/C95444343","wikidata":"https://www.wikidata.org/wiki/Q7141","display_name":"Cell biology","level":1,"score":0.26849162578582764},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.23779815435409546},{"id":"https://openalex.org/C3019804061","wikidata":"https://www.wikidata.org/wiki/Q14881255","display_name":"Prion protein","level":3,"score":0.23764193058013916},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.15578114986419678},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.10679548978805542},{"id":"https://openalex.org/C2776735649","wikidata":"https://www.wikidata.org/wiki/Q170102","display_name":"Scrapie","level":4,"score":0.09849885106086731},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-642-13214-8_5","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-642-13214-8_5","pdf_url":null,"source":{"id":"https://openalex.org/S4210208846","display_name":"Advances in intelligent and soft computing","issn_l":"1867-5662","issn":["1867-5662","1867-5670"],"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":"Advances in Intelligent and Soft Computing","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":31,"referenced_works":["https://openalex.org/W562504","https://openalex.org/W291634622","https://openalex.org/W1499450468","https://openalex.org/W1504694836","https://openalex.org/W1542067597","https://openalex.org/W1565236324","https://openalex.org/W1570448133","https://openalex.org/W1594031697","https://openalex.org/W1881647329","https://openalex.org/W1912123407","https://openalex.org/W1969007008","https://openalex.org/W1974525959","https://openalex.org/W1981039744","https://openalex.org/W2026649417","https://openalex.org/W2027433684","https://openalex.org/W2035066314","https://openalex.org/W2052078346","https://openalex.org/W2070569568","https://openalex.org/W2081359387","https://openalex.org/W2087894810","https://openalex.org/W2103228844","https://openalex.org/W2119423166","https://openalex.org/W2125055259","https://openalex.org/W2147169507","https://openalex.org/W2153153865","https://openalex.org/W2153187042","https://openalex.org/W2157046483","https://openalex.org/W2911964244","https://openalex.org/W2912391306","https://openalex.org/W3085162807","https://openalex.org/W6666083373"],"related_works":["https://openalex.org/W2260493136","https://openalex.org/W2113188411","https://openalex.org/W4210423528","https://openalex.org/W2976965029","https://openalex.org/W2939859775","https://openalex.org/W2055827177","https://openalex.org/W2023600921","https://openalex.org/W2382178265","https://openalex.org/W2072666835","https://openalex.org/W4248706500"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}