{"id":"https://openalex.org/W2138902162","doi":"https://doi.org/10.1109/cec.2009.4983305","title":"Application of neural networks methods to define the most important features contributing to xylanase enzyme thermostability","display_name":"Application of neural networks methods to define the most important features contributing to xylanase enzyme thermostability","publication_year":2009,"publication_date":"2009-05-01","ids":{"openalex":"https://openalex.org/W2138902162","doi":"https://doi.org/10.1109/cec.2009.4983305","mag":"2138902162"},"language":"en","primary_location":{"id":"doi:10.1109/cec.2009.4983305","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cec.2009.4983305","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2009 IEEE Congress on Evolutionary Computation","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/A5030906517","display_name":"Mansour Ebrahimi","orcid":"https://orcid.org/0000-0001-7011-2567"},"institutions":[{"id":"https://openalex.org/I4210087065","display_name":"International University in Germany","ror":"https://ror.org/000jzpp78","country_code":"DE","type":"education","lineage":["https://openalex.org/I4210087065"]},{"id":"https://openalex.org/I184468904","display_name":"University of Qom","ror":"https://ror.org/03ddeer04","country_code":"IR","type":"education","lineage":["https://openalex.org/I184468904"]}],"countries":["DE","IR"],"is_corresponding":true,"raw_author_name":"M. Ebrahimi","raw_affiliation_strings":["Department of Information Technology, International University in Germany, Bruchsal, Germany","Green Research Center, Qom University, QOM, IRAN"],"affiliations":[{"raw_affiliation_string":"Department of Information Technology, International University in Germany, Bruchsal, Germany","institution_ids":["https://openalex.org/I4210087065"]},{"raw_affiliation_string":"Green Research Center, Qom University, QOM, IRAN","institution_ids":["https://openalex.org/I184468904"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5025751512","display_name":"Esmaeil Ebrahimie","orcid":"https://orcid.org/0000-0002-4431-2861"},"institutions":[{"id":"https://openalex.org/I166459259","display_name":"Shiraz University","ror":"https://ror.org/028qtbk54","country_code":"IR","type":"education","lineage":["https://openalex.org/I166459259"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"E. Ebrahimie","raw_affiliation_strings":["Department of Crop Production & Plant Breeding, Shiraz University, Shiraz, Iran"],"affiliations":[{"raw_affiliation_string":"Department of Crop Production & Plant Breeding, Shiraz University, Shiraz, Iran","institution_ids":["https://openalex.org/I166459259"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030906517","display_name":"Mansour Ebrahimi","orcid":"https://orcid.org/0000-0001-7011-2567"},"institutions":[{"id":"https://openalex.org/I184468904","display_name":"University of Qom","ror":"https://ror.org/03ddeer04","country_code":"IR","type":"education","lineage":["https://openalex.org/I184468904"]},{"id":"https://openalex.org/I4210087065","display_name":"International University in Germany","ror":"https://ror.org/000jzpp78","country_code":"DE","type":"education","lineage":["https://openalex.org/I4210087065"]}],"countries":["DE","IR"],"is_corresponding":false,"raw_author_name":"M. Ebrahimi","raw_affiliation_strings":["Department of Information Technology, International University in Germany, Bruchsal, Germany","Green Research Center, Qom University, QOM, IRAN"],"affiliations":[{"raw_affiliation_string":"Department of Information Technology, International University in Germany, Bruchsal, Germany","institution_ids":["https://openalex.org/I4210087065"]},{"raw_affiliation_string":"Green Research Center, Qom University, QOM, IRAN","institution_ids":["https://openalex.org/I184468904"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5029606948","display_name":"Tahereh Deihimi","orcid":null},"institutions":[{"id":"https://openalex.org/I166459259","display_name":"Shiraz University","ror":"https://ror.org/028qtbk54","country_code":"IR","type":"education","lineage":["https://openalex.org/I166459259"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"T. Deihimi","raw_affiliation_strings":["Plant Biotechnology Center, Shiraz University, Shiraz, Iran"],"affiliations":[{"raw_affiliation_string":"Plant Biotechnology Center, Shiraz University, Shiraz, Iran","institution_ids":["https://openalex.org/I166459259"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023942657","display_name":"Alireza Delavari","orcid":"https://orcid.org/0009-0002-9053-8930"},"institutions":[{"id":"https://openalex.org/I166459259","display_name":"Shiraz University","ror":"https://ror.org/028qtbk54","country_code":"IR","type":"education","lineage":["https://openalex.org/I166459259"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"A. Delavari","raw_affiliation_strings":["Plant Biotechnology Center, Shiraz University, Shiraz, Iran"],"affiliations":[{"raw_affiliation_string":"Plant Biotechnology Center, Shiraz University, Shiraz, Iran","institution_ids":["https://openalex.org/I166459259"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5034320459","display_name":"Manijeh Mohammadi\u2010Dehcheshmeh","orcid":"https://orcid.org/0000-0002-8019-4081"},"institutions":[{"id":"https://openalex.org/I5681781","display_name":"University of Adelaide","ror":"https://ror.org/00892tw58","country_code":"AU","type":"education","lineage":["https://openalex.org/I5681781"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"M. Mohammadi-dehcheshmeh","raw_affiliation_strings":["Plant Research Center, University of Adelaide, Adelaide, Australia"],"affiliations":[{"raw_affiliation_string":"Plant Research Center, University of Adelaide, Adelaide, Australia","institution_ids":["https://openalex.org/I5681781"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5030906517"],"corresponding_institution_ids":["https://openalex.org/I184468904","https://openalex.org/I4210087065"],"apc_list":null,"apc_paid":null,"fwci":0.4447,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.68563855,"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":"2885","last_page":"2891"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10171","display_name":"Biofuel production and bioconversion","score":0.9993000030517578,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10171","display_name":"Biofuel production and bioconversion","score":0.9993000030517578,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10932","display_name":"Microbial Metabolic Engineering and Bioproduction","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"}},{"id":"https://openalex.org/T11617","display_name":"Enzyme Production and Characterization","score":0.9922000169754028,"subfield":{"id":"https://openalex.org/subfields/1305","display_name":"Biotechnology"},"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/thermostability","display_name":"Thermostability","score":0.9904478192329407},{"id":"https://openalex.org/keywords/xylanase","display_name":"Xylanase","score":0.9342023134231567},{"id":"https://openalex.org/keywords/enzyme","display_name":"Enzyme","score":0.6810194849967957},{"id":"https://openalex.org/keywords/biochemical-engineering","display_name":"Biochemical engineering","score":0.48623695969581604},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.4544229805469513},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4326878786087036},{"id":"https://openalex.org/keywords/chemistry","display_name":"Chemistry","score":0.3739595413208008},{"id":"https://openalex.org/keywords/biochemistry","display_name":"Biochemistry","score":0.37344416975975037},{"id":"https://openalex.org/keywords/biotechnology","display_name":"Biotechnology","score":0.3338594436645508},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.27910125255584717},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.26477789878845215},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.16611701250076294}],"concepts":[{"id":"https://openalex.org/C2781216036","wikidata":"https://www.wikidata.org/wiki/Q902494","display_name":"Thermostability","level":3,"score":0.9904478192329407},{"id":"https://openalex.org/C2775859485","wikidata":"https://www.wikidata.org/wiki/Q419510","display_name":"Xylanase","level":3,"score":0.9342023134231567},{"id":"https://openalex.org/C181199279","wikidata":"https://www.wikidata.org/wiki/Q8047","display_name":"Enzyme","level":2,"score":0.6810194849967957},{"id":"https://openalex.org/C183696295","wikidata":"https://www.wikidata.org/wiki/Q2487696","display_name":"Biochemical engineering","level":1,"score":0.48623695969581604},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.4544229805469513},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4326878786087036},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.3739595413208008},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.37344416975975037},{"id":"https://openalex.org/C150903083","wikidata":"https://www.wikidata.org/wiki/Q7108","display_name":"Biotechnology","level":1,"score":0.3338594436645508},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.27910125255584717},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.26477789878845215},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.16611701250076294}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/cec.2009.4983305","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cec.2009.4983305","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2009 IEEE Congress on Evolutionary Computation","raw_type":"proceedings-article"},{"id":"pmh:oai:digital.library.adelaide.edu.au:2440/83797","is_oa":false,"landing_page_url":"http://hdl.handle.net/2440/83797","pdf_url":null,"source":{"id":"https://openalex.org/S4306401835","display_name":"Adelaide Research & Scholarship (AR&S) (University of Adelaide)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I5681781","host_organization_name":"The University of Adelaide","host_organization_lineage":["https://openalex.org/I5681781"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://dx.doi.org/10.1109/cec.2009.4983305","raw_type":"Conference paper"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":44,"referenced_works":["https://openalex.org/W12448312","https://openalex.org/W1531417186","https://openalex.org/W1963886568","https://openalex.org/W1966979475","https://openalex.org/W1972382582","https://openalex.org/W1977375448","https://openalex.org/W1982048030","https://openalex.org/W1985831235","https://openalex.org/W1986160730","https://openalex.org/W1993429273","https://openalex.org/W1994983243","https://openalex.org/W2001659752","https://openalex.org/W2010688088","https://openalex.org/W2014343633","https://openalex.org/W2025026243","https://openalex.org/W2034765206","https://openalex.org/W2038583114","https://openalex.org/W2043295385","https://openalex.org/W2052858061","https://openalex.org/W2058293160","https://openalex.org/W2059922467","https://openalex.org/W2067970953","https://openalex.org/W2076938281","https://openalex.org/W2085657257","https://openalex.org/W2087583385","https://openalex.org/W2100490262","https://openalex.org/W2103591844","https://openalex.org/W2104027497","https://openalex.org/W2108603166","https://openalex.org/W2110068022","https://openalex.org/W2117388935","https://openalex.org/W2118095947","https://openalex.org/W2120086863","https://openalex.org/W2120949690","https://openalex.org/W2128460793","https://openalex.org/W2135515249","https://openalex.org/W2152679651","https://openalex.org/W2154528898","https://openalex.org/W2159379857","https://openalex.org/W2171972026","https://openalex.org/W2199928338","https://openalex.org/W4231042231","https://openalex.org/W4240316299","https://openalex.org/W6600497746"],"related_works":["https://openalex.org/W2094336165","https://openalex.org/W2362777130","https://openalex.org/W4295102914","https://openalex.org/W2508856013","https://openalex.org/W2898594562","https://openalex.org/W2373154855","https://openalex.org/W4380880189","https://openalex.org/W2167611972","https://openalex.org/W2282989737","https://openalex.org/W2074987689"],"abstract_inverted_index":{"The":[0],"importance":[1],"of":[2],"finding":[3],"or":[4,33],"making":[5],"thermostable":[6,35],"enzymes":[7,80],"in":[8,23,55],"different":[9,67],"industries":[10],"have":[11,28,39],"been":[12,29],"highlighted.":[13],"Therefore,":[14],"it":[15],"is":[16],"inevitable":[17],"to":[18,31,44,84,88],"understand":[19],"the":[20,49],"features":[21,42,86],"involving":[22],"enzymes'":[24],"thermostability.":[25],"Different":[26],"approaches":[27],"employed":[30],"extract":[32],"manufacture":[34],"enzymes.":[36],"Here":[37],"we":[38],"looked":[40],"at":[41],"contributing":[43,87],"Endo-1,4,beta-xylanase":[45],"(EC":[46],"3.2.1.8)":[47],"thermostability,":[48],"key":[50],"enzyme":[51,89],"with":[52],"possible":[53],"applications":[54],"waste":[56],"treatment,":[57],"fuel":[58],"and":[59,62,73],"chemical":[60],"production":[61],"paper":[63],"industries.":[64],"We":[65],"trained":[66],"neural":[68],"networks":[69],"with/without":[70],"feature":[71],"selection":[72],"classification":[74],"modelling":[75],"on":[76],"all":[77],"available":[78],"xylanase":[79],"amino":[81],"acids":[82],"sequences":[83],"find":[85],"thermal":[90],"stability.":[91]},"counts_by_year":[{"year":2016,"cited_by_count":1},{"year":2012,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
