{"id":"https://openalex.org/W2168459384","doi":"https://doi.org/10.1007/978-3-642-04020-7_28","title":"Training Neural Networks for Protein Secondary Structure Prediction: The Effects of Imbalanced Data Set","display_name":"Training Neural Networks for Protein Secondary Structure Prediction: The Effects of Imbalanced Data Set","publication_year":2009,"publication_date":"2009-01-01","ids":{"openalex":"https://openalex.org/W2168459384","doi":"https://doi.org/10.1007/978-3-642-04020-7_28","mag":"2168459384"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-642-04020-7_28","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-642-04020-7_28","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":"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/A5069270660","display_name":"Viviane Palodeto","orcid":null},"institutions":[{"id":"https://openalex.org/I4104125","display_name":"Universidade Federal de Santa Catarina","ror":"https://ror.org/041akq887","country_code":"BR","type":"education","lineage":["https://openalex.org/I4104125"]}],"countries":["BR"],"is_corresponding":true,"raw_author_name":"Viviane Palodeto","raw_affiliation_strings":["IEB \u2013 Biomedical Engineering Institute, Federal University of Santa Catarina, Florian\u00f3polis, SC, Brazil"],"affiliations":[{"raw_affiliation_string":"IEB \u2013 Biomedical Engineering Institute, Federal University of Santa Catarina, Florian\u00f3polis, SC, Brazil","institution_ids":["https://openalex.org/I4104125"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062187226","display_name":"Hern\u00e1n Terenzi","orcid":"https://orcid.org/0000-0002-5649-1529"},"institutions":[{"id":"https://openalex.org/I4104125","display_name":"Universidade Federal de Santa Catarina","ror":"https://ror.org/041akq887","country_code":"BR","type":"education","lineage":["https://openalex.org/I4104125"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Hern\u00e1n Terenzi","raw_affiliation_strings":["Biochemistry Department, Federal University of Santa Catarina, Florian\u00f3polis, SC, Brazil"],"affiliations":[{"raw_affiliation_string":"Biochemistry Department, Federal University of Santa Catarina, Florian\u00f3polis, SC, Brazil","institution_ids":["https://openalex.org/I4104125"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5046051474","display_name":"Jefferson Luiz Brum Marques","orcid":"https://orcid.org/0000-0001-8910-4735"},"institutions":[{"id":"https://openalex.org/I4104125","display_name":"Universidade Federal de Santa Catarina","ror":"https://ror.org/041akq887","country_code":"BR","type":"education","lineage":["https://openalex.org/I4104125"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Jefferson Luiz Brum Marques","raw_affiliation_strings":["IEB \u2013 Biomedical Engineering Institute, Federal University of Santa Catarina, Florian\u00f3polis, SC, Brazil"],"affiliations":[{"raw_affiliation_string":"IEB \u2013 Biomedical Engineering Institute, Federal University of Santa Catarina, Florian\u00f3polis, SC, Brazil","institution_ids":["https://openalex.org/I4104125"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5069270660"],"corresponding_institution_ids":["https://openalex.org/I4104125"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":0.4638,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.67457728,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"258","last_page":"265"},"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/T10044","display_name":"Protein Structure and Dynamics","score":0.9919000267982483,"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/T11652","display_name":"Imbalanced Data Classification Techniques","score":0.9653000235557556,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/computer-science","display_name":"Computer science","score":0.752812922000885},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.693169355392456},{"id":"https://openalex.org/keywords/resampling","display_name":"Resampling","score":0.6670116782188416},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.6382680535316467},{"id":"https://openalex.org/keywords/data-set","display_name":"Data set","score":0.6225789785385132},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.610880434513092},{"id":"https://openalex.org/keywords/training-set","display_name":"Training set","score":0.5982686281204224},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.5620577335357666},{"id":"https://openalex.org/keywords/class","display_name":"Class (philosophy)","score":0.5232455134391785},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.45311155915260315},{"id":"https://openalex.org/keywords/word-error-rate","display_name":"Word error rate","score":0.4508242607116699},{"id":"https://openalex.org/keywords/protein-secondary-structure","display_name":"Protein secondary structure","score":0.4316101670265198}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.752812922000885},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.693169355392456},{"id":"https://openalex.org/C150921843","wikidata":"https://www.wikidata.org/wiki/Q1170431","display_name":"Resampling","level":2,"score":0.6670116782188416},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.6382680535316467},{"id":"https://openalex.org/C58489278","wikidata":"https://www.wikidata.org/wiki/Q1172284","display_name":"Data set","level":2,"score":0.6225789785385132},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.610880434513092},{"id":"https://openalex.org/C51632099","wikidata":"https://www.wikidata.org/wiki/Q3985153","display_name":"Training set","level":2,"score":0.5982686281204224},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.5620577335357666},{"id":"https://openalex.org/C2777212361","wikidata":"https://www.wikidata.org/wiki/Q5127848","display_name":"Class (philosophy)","level":2,"score":0.5232455134391785},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.45311155915260315},{"id":"https://openalex.org/C40969351","wikidata":"https://www.wikidata.org/wiki/Q3516228","display_name":"Word error rate","level":2,"score":0.4508242607116699},{"id":"https://openalex.org/C62614982","wikidata":"https://www.wikidata.org/wiki/Q904984","display_name":"Protein secondary structure","level":2,"score":0.4316101670265198},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"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:10.1007/978-3-642-04020-7_28","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-642-04020-7_28","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":35,"referenced_works":["https://openalex.org/W1506812273","https://openalex.org/W1592614241","https://openalex.org/W1941659294","https://openalex.org/W1964657904","https://openalex.org/W1983633134","https://openalex.org/W1985818354","https://openalex.org/W1988551786","https://openalex.org/W1994322185","https://openalex.org/W1995106824","https://openalex.org/W1996073320","https://openalex.org/W2029918421","https://openalex.org/W2039651682","https://openalex.org/W2053621743","https://openalex.org/W2053724458","https://openalex.org/W2057157558","https://openalex.org/W2057289558","https://openalex.org/W2086403919","https://openalex.org/W2087894810","https://openalex.org/W2095450147","https://openalex.org/W2099302461","https://openalex.org/W2104972430","https://openalex.org/W2105461827","https://openalex.org/W2108197782","https://openalex.org/W2119423166","https://openalex.org/W2122181892","https://openalex.org/W2124776405","https://openalex.org/W2134299061","https://openalex.org/W2146551903","https://openalex.org/W2148143831","https://openalex.org/W2153187042","https://openalex.org/W2156798505","https://openalex.org/W2251121927","https://openalex.org/W2477521491","https://openalex.org/W2499599587","https://openalex.org/W4236392244"],"related_works":["https://openalex.org/W3216119459","https://openalex.org/W2786391746","https://openalex.org/W2146197305","https://openalex.org/W2991483587","https://openalex.org/W4381430104","https://openalex.org/W2995102745","https://openalex.org/W4226059458","https://openalex.org/W2914559142","https://openalex.org/W1990237101","https://openalex.org/W3196471634"],"abstract_inverted_index":null,"counts_by_year":[{"year":2015,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
