{"id":"https://openalex.org/W2885388759","doi":"https://doi.org/10.1109/kst.2018.8426075","title":"A Differential Evolution-based Rule Ordering of Cellular Automata for Classification","display_name":"A Differential Evolution-based Rule Ordering of Cellular Automata for Classification","publication_year":2018,"publication_date":"2018-01-01","ids":{"openalex":"https://openalex.org/W2885388759","doi":"https://doi.org/10.1109/kst.2018.8426075","mag":"2885388759"},"language":"en","primary_location":{"id":"doi:10.1109/kst.2018.8426075","is_oa":false,"landing_page_url":"https://doi.org/10.1109/kst.2018.8426075","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 10th International Conference on Knowledge and Smart Technology (KST)","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/A5011967579","display_name":"Pattapon Wanna","orcid":"https://orcid.org/0000-0001-7096-7979"},"institutions":[{"id":"https://openalex.org/I179193067","display_name":"Khon Kaen University","ror":"https://ror.org/03cq4gr50","country_code":"TH","type":"education","lineage":["https://openalex.org/I179193067"]}],"countries":["TH"],"is_corresponding":true,"raw_author_name":"Pattapon Wanna","raw_affiliation_strings":["Department of Computer Science, Faculty of Science, Khon Kaen University, Khon Kaen, Thailand"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Faculty of Science, Khon Kaen University, Khon Kaen, Thailand","institution_ids":["https://openalex.org/I179193067"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000400370","display_name":"Sartra Wongthanavasu","orcid":"https://orcid.org/0000-0002-4689-3006"},"institutions":[{"id":"https://openalex.org/I179193067","display_name":"Khon Kaen University","ror":"https://ror.org/03cq4gr50","country_code":"TH","type":"education","lineage":["https://openalex.org/I179193067"]}],"countries":["TH"],"is_corresponding":false,"raw_author_name":"Sartra Wongthanavasu","raw_affiliation_strings":["Department of Computer Science, Faculty of Science, Khon Kaen University, Khon Kaen, Thailand"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Faculty of Science, Khon Kaen University, Khon Kaen, Thailand","institution_ids":["https://openalex.org/I179193067"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5056512268","display_name":"Jetsada Ponkaew","orcid":null},"institutions":[{"id":"https://openalex.org/I4210128712","display_name":"Sisaket Rajabhat University","ror":"https://ror.org/032392f02","country_code":"TH","type":"education","lineage":["https://openalex.org/I4210128712"]}],"countries":["TH"],"is_corresponding":false,"raw_author_name":"Jetsada Ponkaew","raw_affiliation_strings":["Department of Art and Science, Sisaket Rajabhat University, Sisaket, Thailand"],"affiliations":[{"raw_affiliation_string":"Department of Art and Science, Sisaket Rajabhat University, Sisaket, Thailand","institution_ids":["https://openalex.org/I4210128712"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5011967579"],"corresponding_institution_ids":["https://openalex.org/I179193067"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.12309529,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"115","issue":null,"first_page":"34","last_page":"39"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12162","display_name":"Cellular Automata and Applications","score":0.9998000264167786,"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/T12162","display_name":"Cellular Automata and Applications","score":0.9998000264167786,"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/T11975","display_name":"Evolutionary Algorithms and Applications","score":0.9509999752044678,"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/T12029","display_name":"DNA and Biological Computing","score":0.9362000226974487,"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/cellular-automaton","display_name":"Cellular automaton","score":0.8253272771835327},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.6844292283058167},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6498954892158508},{"id":"https://openalex.org/keywords/differential-evolution","display_name":"Differential evolution","score":0.6491773128509521},{"id":"https://openalex.org/keywords/binary-number","display_name":"Binary number","score":0.5756970047950745},{"id":"https://openalex.org/keywords/dimension","display_name":"Dimension (graph theory)","score":0.5745775103569031},{"id":"https://openalex.org/keywords/automaton","display_name":"Automaton","score":0.5238663554191589},{"id":"https://openalex.org/keywords/differential","display_name":"Differential (mechanical device)","score":0.444820761680603},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.42862457036972046},{"id":"https://openalex.org/keywords/binary-classification","display_name":"Binary classification","score":0.4250441789627075},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.37047937512397766},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.35747140645980835},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3444051146507263},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.34319639205932617},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.27637115120887756},{"id":"https://openalex.org/keywords/arithmetic","display_name":"Arithmetic","score":0.07033708691596985},{"id":"https://openalex.org/keywords/combinatorics","display_name":"Combinatorics","score":0.06810218095779419}],"concepts":[{"id":"https://openalex.org/C35527583","wikidata":"https://www.wikidata.org/wiki/Q189156","display_name":"Cellular automaton","level":2,"score":0.8253272771835327},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.6844292283058167},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6498954892158508},{"id":"https://openalex.org/C74750220","wikidata":"https://www.wikidata.org/wiki/Q2662197","display_name":"Differential evolution","level":2,"score":0.6491773128509521},{"id":"https://openalex.org/C48372109","wikidata":"https://www.wikidata.org/wiki/Q3913","display_name":"Binary number","level":2,"score":0.5756970047950745},{"id":"https://openalex.org/C33676613","wikidata":"https://www.wikidata.org/wiki/Q13415176","display_name":"Dimension (graph theory)","level":2,"score":0.5745775103569031},{"id":"https://openalex.org/C112505250","wikidata":"https://www.wikidata.org/wiki/Q787116","display_name":"Automaton","level":2,"score":0.5238663554191589},{"id":"https://openalex.org/C93226319","wikidata":"https://www.wikidata.org/wiki/Q193137","display_name":"Differential (mechanical device)","level":2,"score":0.444820761680603},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.42862457036972046},{"id":"https://openalex.org/C66905080","wikidata":"https://www.wikidata.org/wiki/Q17005494","display_name":"Binary classification","level":3,"score":0.4250441789627075},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.37047937512397766},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.35747140645980835},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3444051146507263},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.34319639205932617},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.27637115120887756},{"id":"https://openalex.org/C94375191","wikidata":"https://www.wikidata.org/wiki/Q11205","display_name":"Arithmetic","level":1,"score":0.07033708691596985},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.06810218095779419},{"id":"https://openalex.org/C146978453","wikidata":"https://www.wikidata.org/wiki/Q3798668","display_name":"Aerospace engineering","level":1,"score":0.0},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/kst.2018.8426075","is_oa":false,"landing_page_url":"https://doi.org/10.1109/kst.2018.8426075","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 10th International Conference on Knowledge and Smart Technology (KST)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320322614","display_name":"Thailand Research Fund","ror":"https://ror.org/03gd1bh37"},{"id":"https://openalex.org/F4320337392","display_name":"Division of Electrical, Communications and Cyber Systems","ror":"https://ror.org/01krpsy48"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":9,"referenced_works":["https://openalex.org/W1595159159","https://openalex.org/W1973102665","https://openalex.org/W1974814118","https://openalex.org/W2032717118","https://openalex.org/W2137241397","https://openalex.org/W2145947508","https://openalex.org/W2213841611","https://openalex.org/W2766945067","https://openalex.org/W3120740533"],"related_works":["https://openalex.org/W2164619678","https://openalex.org/W2113544496","https://openalex.org/W2360313292","https://openalex.org/W1669105318","https://openalex.org/W2067777412","https://openalex.org/W2359527201","https://openalex.org/W2353714615","https://openalex.org/W9202957","https://openalex.org/W2370307662","https://openalex.org/W3091867061"],"abstract_inverted_index":{"This":[0,55],"paper":[1,56],"proposed":[2],"a":[3,30,61,77],"differential":[4],"evolution-based":[5],"rule":[6,33,72],"ordering":[7,34],"of":[8,21,32,59,71,79,82],"cellular":[9],"automata":[10],"for":[11],"classification,":[12],"called":[13],"DEROCA.":[14],"DEROCA":[15,103],"aims":[16],"to":[17],"improve":[18],"the":[19,44,69,105,109],"performance":[20,75,111],"Cellular":[22],"Automata-based":[23],"Classmer":[24],"(CAC)":[25],"previously":[26],"presented.":[27],"CAC":[28,94,116],"faced":[29],"problem":[31],"in":[35,68,91],"classification.":[36],"It":[37],"utilized":[38],"Genetic":[39],"Algorithm":[40],"(GA)":[41],"which":[42],"reported":[43],"drawback":[45],"when":[46],"copes":[47],"with":[48,51,93],"complicated":[49],"problems":[50],"high":[52],"dimension":[53],"space.":[54],"gets":[57],"rid":[58],"such":[60],"limitation":[62],"by":[63],"computing":[64],"Differential":[65],"Evolution":[66],"(DE)":[67],"phase":[70],"ordering.":[73],"For":[74],"evaluation,":[76],"number":[78],"datasets":[80],"consisting":[81],"binary":[83,86],"and":[84,95,117],"non-":[85],"features":[87],"was":[88],"empirically":[89],"experimented":[90],"comparison":[92],"Support":[96],"Vector":[97],"Machines":[98],"(SVM).":[99],"In":[100],"this":[101],"regard,":[102],"provided":[104],"outstanding":[106,110],"results":[107],"reporting":[108],"on":[112],"average":[113],"better":[114],"than":[115],"SVM,":[118],"respectively.":[119]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}