{"id":"https://openalex.org/W2127554007","doi":"https://doi.org/10.1109/grc.2006.1635891","title":"Evolutionary voting kernel machines for cyclooxygenase-2 inhibitor activity comparisons","display_name":"Evolutionary voting kernel machines for cyclooxygenase-2 inhibitor activity comparisons","publication_year":2006,"publication_date":"2006-06-08","ids":{"openalex":"https://openalex.org/W2127554007","doi":"https://doi.org/10.1109/grc.2006.1635891","mag":"2127554007"},"language":"en","primary_location":{"id":"doi:10.1109/grc.2006.1635891","is_oa":false,"landing_page_url":"https://doi.org/10.1109/grc.2006.1635891","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2006 IEEE International Conference on Granular Computing","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/A5045821992","display_name":"Bo Jin","orcid":"https://orcid.org/0000-0001-9268-7134"},"institutions":[{"id":"https://openalex.org/I181565077","display_name":"Georgia State University","ror":"https://ror.org/03qt6ba18","country_code":"US","type":"education","lineage":["https://openalex.org/I181565077"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Bo Jin","raw_affiliation_strings":["Department of Computer Science, Georgia State University, Atlanta, GA, USA"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Georgia State University, Atlanta, GA, USA","institution_ids":["https://openalex.org/I181565077"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5019641855","display_name":"Yanqing Zhang","orcid":"https://orcid.org/0000-0001-9030-5876"},"institutions":[{"id":"https://openalex.org/I181565077","display_name":"Georgia State University","ror":"https://ror.org/03qt6ba18","country_code":"US","type":"education","lineage":["https://openalex.org/I181565077"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yan-Qing Zhang","raw_affiliation_strings":["Department of Computer Science, Georgia State University, Atlanta, GA, USA"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Georgia State University, Atlanta, GA, USA","institution_ids":["https://openalex.org/I181565077"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5045821992"],"corresponding_institution_ids":["https://openalex.org/I181565077"],"apc_list":null,"apc_paid":null,"fwci":0.327,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.62488967,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"14","issue":null,"first_page":"671","last_page":"674"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10211","display_name":"Computational Drug Discovery Methods","score":0.9796000123023987,"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"}},"topics":[{"id":"https://openalex.org/T10211","display_name":"Computational Drug Discovery Methods","score":0.9796000123023987,"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/T11550","display_name":"Text and Document Classification Technologies","score":0.9229000210762024,"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"}},{"id":"https://openalex.org/T10908","display_name":"Analytical Chemistry and Chromatography","score":0.9088000059127808,"subfield":{"id":"https://openalex.org/subfields/1607","display_name":"Spectroscopy"},"field":{"id":"https://openalex.org/fields/16","display_name":"Chemistry"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/kernel","display_name":"Kernel (algebra)","score":0.7394093871116638},{"id":"https://openalex.org/keywords/tree-kernel","display_name":"Tree kernel","score":0.6055482625961304},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5787832736968994},{"id":"https://openalex.org/keywords/radial-basis-function-kernel","display_name":"Radial basis function kernel","score":0.5765766501426697},{"id":"https://openalex.org/keywords/kernel-method","display_name":"Kernel method","score":0.5375492572784424},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4856666326522827},{"id":"https://openalex.org/keywords/tree","display_name":"Tree (set theory)","score":0.43261855840682983},{"id":"https://openalex.org/keywords/graph-kernel","display_name":"Graph kernel","score":0.42652663588523865},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.41922903060913086},{"id":"https://openalex.org/keywords/kernel-embedding-of-distributions","display_name":"Kernel embedding of distributions","score":0.41819724440574646},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.40142977237701416},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.289760559797287},{"id":"https://openalex.org/keywords/discrete-mathematics","display_name":"Discrete mathematics","score":0.0951370894908905},{"id":"https://openalex.org/keywords/combinatorics","display_name":"Combinatorics","score":0.06459164619445801}],"concepts":[{"id":"https://openalex.org/C74193536","wikidata":"https://www.wikidata.org/wiki/Q574844","display_name":"Kernel (algebra)","level":2,"score":0.7394093871116638},{"id":"https://openalex.org/C140417398","wikidata":"https://www.wikidata.org/wiki/Q16933942","display_name":"Tree kernel","level":5,"score":0.6055482625961304},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5787832736968994},{"id":"https://openalex.org/C75866337","wikidata":"https://www.wikidata.org/wiki/Q7280263","display_name":"Radial basis function kernel","level":4,"score":0.5765766501426697},{"id":"https://openalex.org/C122280245","wikidata":"https://www.wikidata.org/wiki/Q620622","display_name":"Kernel method","level":3,"score":0.5375492572784424},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4856666326522827},{"id":"https://openalex.org/C113174947","wikidata":"https://www.wikidata.org/wiki/Q2859736","display_name":"Tree (set theory)","level":2,"score":0.43261855840682983},{"id":"https://openalex.org/C100595998","wikidata":"https://www.wikidata.org/wiki/Q11731931","display_name":"Graph kernel","level":5,"score":0.42652663588523865},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.41922903060913086},{"id":"https://openalex.org/C134517425","wikidata":"https://www.wikidata.org/wiki/Q16000131","display_name":"Kernel embedding of distributions","level":4,"score":0.41819724440574646},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.40142977237701416},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.289760559797287},{"id":"https://openalex.org/C118615104","wikidata":"https://www.wikidata.org/wiki/Q121416","display_name":"Discrete mathematics","level":1,"score":0.0951370894908905},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.06459164619445801}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/grc.2006.1635891","is_oa":false,"landing_page_url":"https://doi.org/10.1109/grc.2006.1635891","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2006 IEEE International Conference on Granular Computing","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Good health and well-being","score":0.6299999952316284,"id":"https://metadata.un.org/sdg/3"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":25,"referenced_works":["https://openalex.org/W179694669","https://openalex.org/W1486401986","https://openalex.org/W1560373986","https://openalex.org/W1563088657","https://openalex.org/W1575130722","https://openalex.org/W1576213419","https://openalex.org/W1816257748","https://openalex.org/W1997355076","https://openalex.org/W1997748612","https://openalex.org/W2087347434","https://openalex.org/W2107425660","https://openalex.org/W2119821739","https://openalex.org/W2127386113","https://openalex.org/W2127713198","https://openalex.org/W2131479089","https://openalex.org/W2142183404","https://openalex.org/W2148603752","https://openalex.org/W2153635508","https://openalex.org/W3120421331","https://openalex.org/W4239510810","https://openalex.org/W4285719527","https://openalex.org/W4301173492","https://openalex.org/W6629057494","https://openalex.org/W6676236601","https://openalex.org/W6679091061"],"related_works":["https://openalex.org/W3013206934","https://openalex.org/W2090782076","https://openalex.org/W1983263273","https://openalex.org/W3099811568","https://openalex.org/W1590832708","https://openalex.org/W2147750455","https://openalex.org/W4401177601","https://openalex.org/W1535136526","https://openalex.org/W4311138679","https://openalex.org/W2371165991"],"abstract_inverted_index":{"With":[0],"the":[1,48,66,71],"growing":[2],"interest":[3],"of":[4,27,68],"biological":[5],"data":[6,10,19],"prediction":[7],"and":[8,41],"chemical":[9],"prediction,":[11],"more":[12,100],"complicated":[13],"kernels":[14],"are":[15,44,89,99],"designed":[16],"to":[17,64,77],"measure":[18],"similarities.":[20],"In":[21,37,52,81],"(1),":[22],"we":[23,54,74],"proposed":[24,55],"a":[25,56],"kind":[26],"evolutionary":[28,84],"granular":[29,57,116],"kernel":[30,58,79,86,117],"trees":[31],"(EGKTs)":[32],"for":[33],"drug":[34],"activity":[35,107,111],"comparisons.":[36,108],"EGKTs,":[38],"feature":[39],"granules":[40],"tree":[42,59],"structures":[43,67],"predefined":[45],"based":[46,91],"on":[47,92],"possible":[49],"substituent":[50],"locations.":[51],"(2),":[53],"structure":[60],"evolving":[61],"system":[62],"(GKTSES)":[63],"evolve":[65],"GKTs":[69],"in":[70,104],"case":[72],"that":[73,97],"lack":[75],"knowledge":[76],"predefine":[78],"trees.":[80],"this":[82],"paper,":[83],"voting":[85],"machines":[87],"(EVKMs)":[88],"presented":[90],"GKTSES.":[93],"Experimental":[94],"results":[95],"show":[96],"EVKMs":[98],"stable":[101],"than":[102],"GKTSES":[103],"cyclooxygenase-2":[105],"inhibitor":[106],"Index":[109],"Terms\u2014Drug":[110],"comparisons,":[112],"kernel,":[113],"genetic":[114],"algorithms,":[115],"trees,":[118],"support":[119],"vector":[120],"machines.":[121]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}