{"id":"https://openalex.org/W2132259227","doi":"https://doi.org/10.1109/icnc.2011.6022093","title":"Prediction of enzyme subclass by using support vector machine based on improved parameters","display_name":"Prediction of enzyme subclass by using support vector machine based on improved parameters","publication_year":2011,"publication_date":"2011-07-01","ids":{"openalex":"https://openalex.org/W2132259227","doi":"https://doi.org/10.1109/icnc.2011.6022093","mag":"2132259227"},"language":"en","primary_location":{"id":"doi:10.1109/icnc.2011.6022093","is_oa":true,"landing_page_url":"https://doi.org/10.1109/icnc.2011.6022093","pdf_url":"https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=6022093","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2011 Seventh International Conference on Natural Computation","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=6022093","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5101670614","display_name":"Xiuzhen Hu","orcid":"https://orcid.org/0000-0003-3601-4554"},"institutions":[{"id":"https://openalex.org/I55654194","display_name":"Inner Mongolia University of Technology","ror":"https://ror.org/05564e019","country_code":"CN","type":"education","lineage":["https://openalex.org/I55654194"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Xiuzhen Hu","raw_affiliation_strings":["College of Sciences, Inner Mongolia University of Technology, Hohhot, China","College of Sciences, Inner Mongolia University of Technology, Hohhot 010051, China)"],"affiliations":[{"raw_affiliation_string":"College of Sciences, Inner Mongolia University of Technology, Hohhot, China","institution_ids":["https://openalex.org/I55654194"]},{"raw_affiliation_string":"College of Sciences, Inner Mongolia University of Technology, Hohhot 010051, China)","institution_ids":["https://openalex.org/I55654194"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100739453","display_name":"Ting Wang","orcid":"https://orcid.org/0000-0001-5967-5940"},"institutions":[{"id":"https://openalex.org/I55654194","display_name":"Inner Mongolia University of Technology","ror":"https://ror.org/05564e019","country_code":"CN","type":"education","lineage":["https://openalex.org/I55654194"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ting Wang","raw_affiliation_strings":["College of Sciences, Inner Mongolia University of Technology, Hohhot, China","College of Sciences, Inner Mongolia University of Technology, Hohhot 010051, China)"],"affiliations":[{"raw_affiliation_string":"College of Sciences, Inner Mongolia University of Technology, Hohhot, China","institution_ids":["https://openalex.org/I55654194"]},{"raw_affiliation_string":"College of Sciences, Inner Mongolia University of Technology, Hohhot 010051, China)","institution_ids":["https://openalex.org/I55654194"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5101670614"],"corresponding_institution_ids":["https://openalex.org/I55654194"],"apc_list":null,"apc_paid":null,"fwci":0.2606,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.58685759,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"593","last_page":"598"},"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/T10211","display_name":"Computational Drug Discovery Methods","score":0.989799976348877,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10044","display_name":"Protein Structure and Dynamics","score":0.9824000000953674,"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/jackknife-resampling","display_name":"Jackknife resampling","score":0.8328392505645752},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.8264173269271851},{"id":"https://openalex.org/keywords/subclass","display_name":"Subclass","score":0.7684972286224365},{"id":"https://openalex.org/keywords/sequence","display_name":"Sequence (biology)","score":0.5700071454048157},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5041357278823853},{"id":"https://openalex.org/keywords/function","display_name":"Function (biology)","score":0.4923464059829712},{"id":"https://openalex.org/keywords/enzyme","display_name":"Enzyme","score":0.4478434920310974},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4394727051258087},{"id":"https://openalex.org/keywords/isomerase","display_name":"Isomerase","score":0.4185481369495392},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3713763952255249},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.354850172996521},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.3385237455368042},{"id":"https://openalex.org/keywords/computational-biology","display_name":"Computational biology","score":0.3210717439651489},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.22034457325935364},{"id":"https://openalex.org/keywords/biochemistry","display_name":"Biochemistry","score":0.18627643585205078},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.14001384377479553},{"id":"https://openalex.org/keywords/genetics","display_name":"Genetics","score":0.07181328535079956}],"concepts":[{"id":"https://openalex.org/C81790035","wikidata":"https://www.wikidata.org/wiki/Q847158","display_name":"Jackknife resampling","level":3,"score":0.8328392505645752},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.8264173269271851},{"id":"https://openalex.org/C2776194381","wikidata":"https://www.wikidata.org/wiki/Q3965271","display_name":"Subclass","level":3,"score":0.7684972286224365},{"id":"https://openalex.org/C2778112365","wikidata":"https://www.wikidata.org/wiki/Q3511065","display_name":"Sequence (biology)","level":2,"score":0.5700071454048157},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5041357278823853},{"id":"https://openalex.org/C14036430","wikidata":"https://www.wikidata.org/wiki/Q3736076","display_name":"Function (biology)","level":2,"score":0.4923464059829712},{"id":"https://openalex.org/C181199279","wikidata":"https://www.wikidata.org/wiki/Q8047","display_name":"Enzyme","level":2,"score":0.4478434920310974},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4394727051258087},{"id":"https://openalex.org/C2781264208","wikidata":"https://www.wikidata.org/wiki/Q118026","display_name":"Isomerase","level":3,"score":0.4185481369495392},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3713763952255249},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.354850172996521},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.3385237455368042},{"id":"https://openalex.org/C70721500","wikidata":"https://www.wikidata.org/wiki/Q177005","display_name":"Computational biology","level":1,"score":0.3210717439651489},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.22034457325935364},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.18627643585205078},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.14001384377479553},{"id":"https://openalex.org/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","level":1,"score":0.07181328535079956},{"id":"https://openalex.org/C185429906","wikidata":"https://www.wikidata.org/wiki/Q1130160","display_name":"Estimator","level":2,"score":0.0},{"id":"https://openalex.org/C159654299","wikidata":"https://www.wikidata.org/wiki/Q79460","display_name":"Antibody","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icnc.2011.6022093","is_oa":true,"landing_page_url":"https://doi.org/10.1109/icnc.2011.6022093","pdf_url":"https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=6022093","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2011 Seventh International Conference on Natural Computation","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.1109/icnc.2011.6022093","is_oa":true,"landing_page_url":"https://doi.org/10.1109/icnc.2011.6022093","pdf_url":"https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=6022093","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2011 Seventh International Conference on Natural Computation","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2132259227.pdf","grobid_xml":"https://content.openalex.org/works/W2132259227.grobid-xml"},"referenced_works_count":20,"referenced_works":["https://openalex.org/W1968416380","https://openalex.org/W2007828112","https://openalex.org/W2026666393","https://openalex.org/W2032533798","https://openalex.org/W2046621720","https://openalex.org/W2049617155","https://openalex.org/W2060596828","https://openalex.org/W2064461872","https://openalex.org/W2084835129","https://openalex.org/W2085162946","https://openalex.org/W2087866582","https://openalex.org/W2092616995","https://openalex.org/W2119821739","https://openalex.org/W2132292391","https://openalex.org/W2134643782","https://openalex.org/W2148603752","https://openalex.org/W2170171070","https://openalex.org/W2348508409","https://openalex.org/W2897049106","https://openalex.org/W4239510810"],"related_works":["https://openalex.org/W4248520104","https://openalex.org/W4205886662","https://openalex.org/W4362236462","https://openalex.org/W2373289085","https://openalex.org/W1569344764","https://openalex.org/W3135151721","https://openalex.org/W2592875554","https://openalex.org/W2579432172","https://openalex.org/W2951088188","https://openalex.org/W4302799641"],"abstract_inverted_index":{"By":[0],"using":[1],"of":[2,8,17,30,54],"the":[3,15,27,31,39,51],"improved":[4],"parameters":[5],"with":[6],"increment":[7],"diversity":[9],"and":[10,60,68],"scoring":[11],"function":[12],"to":[13],"express":[14],"information":[16],"sequence,":[18],"a":[19],"support":[20],"vector":[21],"machine":[22],"(SVM)":[23],"algorithm":[24],"for":[25,80],"predicting":[26],"enzyme":[28,52,81],"subclasses":[29,53,82],"six":[32],"main":[33],"functional":[34],"classes":[35],"is":[36,77],"proposed.":[37],"And":[38],"better":[40],"results":[41,72],"are":[42,62],"obtained.":[43],"The":[44,71],"overall":[45],"Jackknife":[46],"success":[47],"rates":[48],"in":[49],"identifying":[50],"oxidoreductase,":[55],"transferases,":[56],"hydrolases,":[57],"lyases,":[58],"isomerases,":[59],"ligases":[61],"94.23%,":[63],"92.94%,":[64],"90.85%,":[65],"98.43%,":[66],"99.37%":[67],"98.96%,":[69],"respectively.":[70],"indicate":[73],"that":[74],"our":[75],"method":[76],"helpful":[78],"tool":[79],"prediction.":[83]},"counts_by_year":[{"year":2019,"cited_by_count":1},{"year":2017,"cited_by_count":1},{"year":2014,"cited_by_count":2}],"updated_date":"2026-01-13T01:12:25.745995","created_date":"2025-10-10T00:00:00"}