{"id":"https://openalex.org/W3194190461","doi":"https://doi.org/10.1109/cec45853.2021.9504939","title":"Evolution of Amino Acid Properties in the Context of Protein Secondary Structure Prediction","display_name":"Evolution of Amino Acid Properties in the Context of Protein Secondary Structure Prediction","publication_year":2021,"publication_date":"2021-06-28","ids":{"openalex":"https://openalex.org/W3194190461","doi":"https://doi.org/10.1109/cec45853.2021.9504939","mag":"3194190461"},"language":"en","primary_location":{"id":"doi:10.1109/cec45853.2021.9504939","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cec45853.2021.9504939","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 IEEE Congress on Evolutionary Computation (CEC)","raw_type":"proceedings-article"},"type":"article","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/A5089427591","display_name":"Jos\u00e9 S\u00e1ntos","orcid":"https://orcid.org/0000-0002-4212-1367"},"institutions":[{"id":"https://openalex.org/I11019714","display_name":"Universidade da Coru\u00f1a","ror":"https://ror.org/01qckj285","country_code":"ES","type":"education","lineage":["https://openalex.org/I11019714"]}],"countries":["ES"],"is_corresponding":true,"raw_author_name":"Jose Santos","raw_affiliation_strings":["CITIC (Centre for Information and Communications Technology Research), University of A Coru\u00f1a, A Coru\u00f1a, Spain"],"affiliations":[{"raw_affiliation_string":"CITIC (Centre for Information and Communications Technology Research), University of A Coru\u00f1a, A Coru\u00f1a, Spain","institution_ids":["https://openalex.org/I11019714"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5017739295","display_name":"Hector Rivas","orcid":null},"institutions":[{"id":"https://openalex.org/I11019714","display_name":"Universidade da Coru\u00f1a","ror":"https://ror.org/01qckj285","country_code":"ES","type":"education","lineage":["https://openalex.org/I11019714"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Hector Rivas","raw_affiliation_strings":["University of A Coru\u00f1a, A Coru\u00f1a, Spain"],"affiliations":[{"raw_affiliation_string":"University of A Coru\u00f1a, A Coru\u00f1a, Spain","institution_ids":["https://openalex.org/I11019714"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5089427591"],"corresponding_institution_ids":["https://openalex.org/I11019714"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.07734451,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"426","last_page":"433"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10044","display_name":"Protein Structure and Dynamics","score":0.9998999834060669,"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":0.9998999834060669,"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":0.9991000294685364,"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":0.998199999332428,"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-structure-prediction","display_name":"Protein structure prediction","score":0.7741150856018066},{"id":"https://openalex.org/keywords/amino-acid","display_name":"Amino acid","score":0.6720156073570251},{"id":"https://openalex.org/keywords/curse-of-dimensionality","display_name":"Curse of dimensionality","score":0.6344711780548096},{"id":"https://openalex.org/keywords/differential-evolution","display_name":"Differential evolution","score":0.5913411974906921},{"id":"https://openalex.org/keywords/protein-secondary-structure","display_name":"Protein secondary structure","score":0.5699498653411865},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.5081334114074707},{"id":"https://openalex.org/keywords/biological-system","display_name":"Biological system","score":0.5052958130836487},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.502690315246582},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.48589080572128296},{"id":"https://openalex.org/keywords/property","display_name":"Property (philosophy)","score":0.4451542794704437},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.4258766174316406},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.41679665446281433},{"id":"https://openalex.org/keywords/protein-structure","display_name":"Protein structure","score":0.4042389392852783},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3353423476219177},{"id":"https://openalex.org/keywords/chemistry","display_name":"Chemistry","score":0.19082176685333252},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.18803870677947998},{"id":"https://openalex.org/keywords/biochemistry","display_name":"Biochemistry","score":0.11348485946655273}],"concepts":[{"id":"https://openalex.org/C18051474","wikidata":"https://www.wikidata.org/wiki/Q899656","display_name":"Protein structure prediction","level":3,"score":0.7741150856018066},{"id":"https://openalex.org/C515207424","wikidata":"https://www.wikidata.org/wiki/Q8066","display_name":"Amino acid","level":2,"score":0.6720156073570251},{"id":"https://openalex.org/C111030470","wikidata":"https://www.wikidata.org/wiki/Q1430460","display_name":"Curse of dimensionality","level":2,"score":0.6344711780548096},{"id":"https://openalex.org/C74750220","wikidata":"https://www.wikidata.org/wiki/Q2662197","display_name":"Differential evolution","level":2,"score":0.5913411974906921},{"id":"https://openalex.org/C62614982","wikidata":"https://www.wikidata.org/wiki/Q904984","display_name":"Protein secondary structure","level":2,"score":0.5699498653411865},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.5081334114074707},{"id":"https://openalex.org/C186060115","wikidata":"https://www.wikidata.org/wiki/Q30336093","display_name":"Biological system","level":1,"score":0.5052958130836487},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.502690315246582},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.48589080572128296},{"id":"https://openalex.org/C189950617","wikidata":"https://www.wikidata.org/wiki/Q937228","display_name":"Property (philosophy)","level":2,"score":0.4451542794704437},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.4258766174316406},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.41679665446281433},{"id":"https://openalex.org/C47701112","wikidata":"https://www.wikidata.org/wiki/Q735188","display_name":"Protein structure","level":2,"score":0.4042389392852783},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3353423476219177},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.19082176685333252},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.18803870677947998},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.11348485946655273},{"id":"https://openalex.org/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","level":1,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/cec45853.2021.9504939","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cec45853.2021.9504939","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 IEEE Congress on Evolutionary Computation (CEC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320335322","display_name":"European Regional Development Fund","ror":"https://ror.org/00k4n6c32"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":18,"referenced_works":["https://openalex.org/W200248288","https://openalex.org/W600632748","https://openalex.org/W1879678483","https://openalex.org/W1968426137","https://openalex.org/W1981132436","https://openalex.org/W1985818354","https://openalex.org/W2017319953","https://openalex.org/W2029087428","https://openalex.org/W2045777307","https://openalex.org/W2049695588","https://openalex.org/W2059136964","https://openalex.org/W2104972430","https://openalex.org/W2126362472","https://openalex.org/W2128801478","https://openalex.org/W2156194072","https://openalex.org/W2597952229","https://openalex.org/W2980699342","https://openalex.org/W2990172995"],"related_works":["https://openalex.org/W2928838901","https://openalex.org/W2494604670","https://openalex.org/W1578077690","https://openalex.org/W1998289425","https://openalex.org/W2303656598","https://openalex.org/W4283713793","https://openalex.org/W1510508486","https://openalex.org/W4206825711","https://openalex.org/W2114568928","https://openalex.org/W3086268169"],"abstract_inverted_index":{"Amino":[0],"acid":[1],"properties":[2,12,26,89,94],"were":[3,13,27],"optimized":[4,28],"for":[5],"protein":[6,40,76],"secondary":[7,41],"structure":[8,42],"prediction.":[9],"The":[10],"artificial":[11,88],"evolved":[14,87],"using":[15,43],"differential":[16],"evolution":[17],"in":[18,34],"a":[19,44,80],"property":[20],"space":[21],"of":[22,38,62,70,74,82,85,95],"arbitrary":[23],"dimensionality.":[24],"These":[25],"to":[29,59,92],"provide":[30],"the":[31,36,39,60,63,71,75,83,86],"correct":[32],"results":[33],"predicting":[35],"elements":[37],"simple":[45],"classifier":[46],"model":[47],"and":[48,67],"with":[49,57,79,90],"standard":[50],"benchmark":[51],"sets.":[52],"A":[53],"comparison":[54],"is":[55],"performed":[56],"respect":[58,91],"use":[61],"commonly":[64],"employed":[65],"orthogonal":[66],"neutral":[68],"encoding":[69],"amino":[72,96],"acids":[73],"chain,":[77],"together":[78],"discussion":[81],"similarities":[84],"physical":[93],"acids.":[97]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}