{"id":"https://openalex.org/W2009880031","doi":"https://doi.org/10.1109/fskd.2013.6816289","title":"Effects of amino acid classification on prediction of protein structural classes","display_name":"Effects of amino acid classification on prediction of protein structural classes","publication_year":2013,"publication_date":"2013-07-01","ids":{"openalex":"https://openalex.org/W2009880031","doi":"https://doi.org/10.1109/fskd.2013.6816289","mag":"2009880031"},"language":"en","primary_location":{"id":"doi:10.1109/fskd.2013.6816289","is_oa":false,"landing_page_url":"https://doi.org/10.1109/fskd.2013.6816289","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2013 10th International Conference on Fuzzy Systems and Knowledge Discovery (FSKD)","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/A5103101332","display_name":"Zhi Mao","orcid":"https://orcid.org/0000-0002-7422-7158"},"institutions":[{"id":"https://openalex.org/I4610292","display_name":"Xiangtan University","ror":"https://ror.org/00xsfaz62","country_code":"CN","type":"education","lineage":["https://openalex.org/I4610292"]},{"id":"https://openalex.org/I4210128208","display_name":"Tongren University","ror":"https://ror.org/035hxad97","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210128208"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Zhi Mao","raw_affiliation_strings":["Department of Mathematics and Computer Science, Tongren University, Tongren, Guizhou, China","School of Mathematics and Computational Science, Xiangtan University, Hunan, 411105, China"],"affiliations":[{"raw_affiliation_string":"Department of Mathematics and Computer Science, Tongren University, Tongren, Guizhou, China","institution_ids":["https://openalex.org/I4210128208"]},{"raw_affiliation_string":"School of Mathematics and Computational Science, Xiangtan University, Hunan, 411105, China","institution_ids":["https://openalex.org/I4610292"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062084611","display_name":"Guosheng Han","orcid":"https://orcid.org/0000-0002-7712-6213"},"institutions":[{"id":"https://openalex.org/I4610292","display_name":"Xiangtan University","ror":"https://ror.org/00xsfaz62","country_code":"CN","type":"education","lineage":["https://openalex.org/I4610292"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Guo-Sheng Han","raw_affiliation_strings":["School of Mathematics and Computational Science, Xiangtan University, Xiangtan, Hunan, China","School of Mathematics and Computational Science, Xiangtan University, Hunan, 411105, China"],"affiliations":[{"raw_affiliation_string":"School of Mathematics and Computational Science, Xiangtan University, Xiangtan, Hunan, China","institution_ids":["https://openalex.org/I4610292"]},{"raw_affiliation_string":"School of Mathematics and Computational Science, Xiangtan University, Hunan, 411105, China","institution_ids":["https://openalex.org/I4610292"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100685268","display_name":"Tingting Wang","orcid":"https://orcid.org/0000-0003-0173-5327"},"institutions":[{"id":"https://openalex.org/I4210128208","display_name":"Tongren University","ror":"https://ror.org/035hxad97","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210128208"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ting-Ting Wang","raw_affiliation_strings":["Department of Mathematics and Computer Science, Tongren University, Tongren, Guizhou, China","Department of Mathematics and Computer Science, Tongren University, Guizhou, 554300, China"],"affiliations":[{"raw_affiliation_string":"Department of Mathematics and Computer Science, Tongren University, Tongren, Guizhou, China","institution_ids":["https://openalex.org/I4210128208"]},{"raw_affiliation_string":"Department of Mathematics and Computer Science, Tongren University, Guizhou, 554300, China","institution_ids":["https://openalex.org/I4210128208"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5103101332"],"corresponding_institution_ids":["https://openalex.org/I4210128208","https://openalex.org/I4610292"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.06210478,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"718","last_page":"723"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12254","display_name":"Machine Learning in Bioinformatics","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/T12254","display_name":"Machine Learning in Bioinformatics","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/T10044","display_name":"Protein Structure and Dynamics","score":0.9944999814033508,"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/T10015","display_name":"Genomics and Phylogenetic Studies","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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5974767208099365},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.48341119289398193},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.39411282539367676},{"id":"https://openalex.org/keywords/computational-biology","display_name":"Computational biology","score":0.35730206966400146},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.35320180654525757},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.1289365291595459}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5974767208099365},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.48341119289398193},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.39411282539367676},{"id":"https://openalex.org/C70721500","wikidata":"https://www.wikidata.org/wiki/Q177005","display_name":"Computational biology","level":1,"score":0.35730206966400146},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.35320180654525757},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.1289365291595459}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/fskd.2013.6816289","is_oa":false,"landing_page_url":"https://doi.org/10.1109/fskd.2013.6816289","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2013 10th International Conference on Fuzzy Systems and Knowledge Discovery (FSKD)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":48,"referenced_works":["https://openalex.org/W149741886","https://openalex.org/W1481256263","https://openalex.org/W1540119895","https://openalex.org/W1780090776","https://openalex.org/W1969302426","https://openalex.org/W1969522492","https://openalex.org/W1980690213","https://openalex.org/W1982267716","https://openalex.org/W1986913015","https://openalex.org/W1989447327","https://openalex.org/W1995379550","https://openalex.org/W1998354148","https://openalex.org/W2005381724","https://openalex.org/W2008162067","https://openalex.org/W2008343108","https://openalex.org/W2008386840","https://openalex.org/W2008928574","https://openalex.org/W2013788476","https://openalex.org/W2017229033","https://openalex.org/W2020580483","https://openalex.org/W2040183015","https://openalex.org/W2045777307","https://openalex.org/W2073718013","https://openalex.org/W2077770566","https://openalex.org/W2078656248","https://openalex.org/W2080382112","https://openalex.org/W2086186669","https://openalex.org/W2094279491","https://openalex.org/W2094930385","https://openalex.org/W2097892623","https://openalex.org/W2101229103","https://openalex.org/W2105634619","https://openalex.org/W2112398625","https://openalex.org/W2113784134","https://openalex.org/W2117687506","https://openalex.org/W2119677615","https://openalex.org/W2120026469","https://openalex.org/W2125725297","https://openalex.org/W2137920018","https://openalex.org/W2141127144","https://openalex.org/W2145957695","https://openalex.org/W2154510716","https://openalex.org/W2163449716","https://openalex.org/W2163965664","https://openalex.org/W2171901005","https://openalex.org/W3120421331","https://openalex.org/W4249920046","https://openalex.org/W4285719527"],"related_works":["https://openalex.org/W2961085424","https://openalex.org/W4306674287","https://openalex.org/W3046775127","https://openalex.org/W3170094116","https://openalex.org/W4386462264","https://openalex.org/W3209574120","https://openalex.org/W3107602296","https://openalex.org/W4312192474","https://openalex.org/W2033914206","https://openalex.org/W4210805261"],"abstract_inverted_index":{"We":[0],"use":[1,90],"the":[2,37,50,60,68],"Lempel-Ziv":[3,79],"complexity":[4,80],"method":[5,100,117],"to":[6,57,95],"investigate":[7],"effects":[8],"of":[9,15,24,39,62],"amino":[10,25,41,51,63],"acid":[11,26,42,52,64],"classification":[12,27,43,65],"on":[13,103],"prediction":[14],"protein":[16,32,72,122],"structural":[17,33,73,123],"classes.":[18,74,124],"First,":[19],"we":[20,76],"find":[21],"that":[22,47,114],"contributions":[23],"are":[28,44],"differential":[29],"for":[30,70,120],"predicting":[31,71,121],"classes":[34],"and":[35,88,107],"even":[36],"performances":[38],"some":[40],"better":[45],"than":[46],"without":[48],"using":[49],"classification.":[53],"This":[54,112],"inspires":[55],"us":[56],"observe":[58],"whether":[59],"combination":[61],"can":[66],"improve":[67],"performance":[69],"Finally,":[75],"convert":[77],"each":[78],"distance":[81],"matrix":[82,87],"into":[83],"a":[84],"novel":[85],"kernel":[86,93],"then":[89],"Bayesian":[91],"multiple":[92],"learning":[94],"combine":[96],"all":[97],"kernels.":[98],"Our":[99],"is":[101,118],"tested":[102],"four":[104],"benchmark":[105],"datasets":[106],"outperforms":[108],"previous":[109],"methods":[110],"consistently.":[111],"suggests":[113],"our":[115],"proposed":[116],"valuable":[119]},"counts_by_year":[{"year":2020,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
