{"id":"https://openalex.org/W2243303245","doi":"https://doi.org/10.1109/fskd.2015.7382193","title":"Knowledge extraction of agricultural data using artificial immune system","display_name":"Knowledge extraction of agricultural data using artificial immune system","publication_year":2015,"publication_date":"2015-08-01","ids":{"openalex":"https://openalex.org/W2243303245","doi":"https://doi.org/10.1109/fskd.2015.7382193","mag":"2243303245"},"language":"en","primary_location":{"id":"doi:10.1109/fskd.2015.7382193","is_oa":false,"landing_page_url":"https://doi.org/10.1109/fskd.2015.7382193","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 12th 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/A5073142527","display_name":"Ayodele Lasisi","orcid":"https://orcid.org/0000-0001-6975-9785"},"institutions":[{"id":"https://openalex.org/I930072361","display_name":"Tun Hussein Onn University of Malaysia","ror":"https://ror.org/01c5wha71","country_code":"MY","type":"education","lineage":["https://openalex.org/I930072361"]}],"countries":["MY"],"is_corresponding":true,"raw_author_name":"Ayodele Lasisi","raw_affiliation_strings":["Faculty of Computer Science and Information Technology, Universiti Tun Hussein Onn Malaysia, Johor, Malaysia"],"affiliations":[{"raw_affiliation_string":"Faculty of Computer Science and Information Technology, Universiti Tun Hussein Onn Malaysia, Johor, Malaysia","institution_ids":["https://openalex.org/I930072361"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5011466065","display_name":"Rozaida Ghazali","orcid":"https://orcid.org/0000-0003-0119-0873"},"institutions":[{"id":"https://openalex.org/I930072361","display_name":"Tun Hussein Onn University of Malaysia","ror":"https://ror.org/01c5wha71","country_code":"MY","type":"education","lineage":["https://openalex.org/I930072361"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Rozaida Ghazali","raw_affiliation_strings":["Faculty of Computer Science and Information Technology, Universiti Tun Hussein Onn Malaysia, Johor, Malaysia"],"affiliations":[{"raw_affiliation_string":"Faculty of Computer Science and Information Technology, Universiti Tun Hussein Onn Malaysia, Johor, Malaysia","institution_ids":["https://openalex.org/I930072361"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084810449","display_name":"Tutut Herawan","orcid":"https://orcid.org/0000-0001-9262-9137"},"institutions":[{"id":"https://openalex.org/I33849332","display_name":"University of Malaya","ror":"https://ror.org/00rzspn62","country_code":"MY","type":"education","lineage":["https://openalex.org/I33849332"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Tutut Herawan","raw_affiliation_strings":["Faculty of Computer Science and Information Technology, University of Malaya, Kuala Lumpur, Malaysia"],"affiliations":[{"raw_affiliation_string":"Faculty of Computer Science and Information Technology, University of Malaya, Kuala Lumpur, Malaysia","institution_ids":["https://openalex.org/I33849332"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012754642","display_name":"Fola Lasisi","orcid":null},"institutions":[{"id":"https://openalex.org/I45711476","display_name":"Obafemi Awolowo University","ror":"https://ror.org/04snhqa82","country_code":"NG","type":"education","lineage":["https://openalex.org/I45711476"]}],"countries":["NG"],"is_corresponding":false,"raw_author_name":"Fola Lasisi","raw_affiliation_strings":["Department of Agricultural Engineering, Obafemi Awolowo University, Ile-Jfe, Nigeria"],"affiliations":[{"raw_affiliation_string":"Department of Agricultural Engineering, Obafemi Awolowo University, Ile-Jfe, Nigeria","institution_ids":["https://openalex.org/I45711476"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5025663548","display_name":"Mustafa Mat Deris","orcid":"https://orcid.org/0009-0000-8722-1073"},"institutions":[{"id":"https://openalex.org/I930072361","display_name":"Tun Hussein Onn University of Malaysia","ror":"https://ror.org/01c5wha71","country_code":"MY","type":"education","lineage":["https://openalex.org/I930072361"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Mustafa Mat Deris","raw_affiliation_strings":["Faculty of Computer Science and Information Technology, Universiti Tun Hussein Onn Malaysia, Johor, Malaysia"],"affiliations":[{"raw_affiliation_string":"Faculty of Computer Science and Information Technology, Universiti Tun Hussein Onn Malaysia, Johor, Malaysia","institution_ids":["https://openalex.org/I930072361"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5073142527"],"corresponding_institution_ids":["https://openalex.org/I930072361"],"apc_list":null,"apc_paid":null,"fwci":0.3541,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.63397751,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":"125c","issue":null,"first_page":"1653","last_page":"1658"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12391","display_name":"Artificial Immune Systems Applications","score":0.9995999932289124,"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/T12391","display_name":"Artificial Immune Systems Applications","score":0.9995999932289124,"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/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.9330000281333923,"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/T12576","display_name":"vaccines and immunoinformatics approaches","score":0.9225000143051147,"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/artificial-immune-system","display_name":"Artificial immune system","score":0.8314695358276367},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7195522785186768},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6104278564453125},{"id":"https://openalex.org/keywords/feature-selection","display_name":"Feature selection","score":0.5863625407218933},{"id":"https://openalex.org/keywords/perceptron","display_name":"Perceptron","score":0.5264730453491211},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.5163606405258179},{"id":"https://openalex.org/keywords/constant-false-alarm-rate","display_name":"Constant false alarm rate","score":0.4663642346858978},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4630676805973053},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4372442960739136},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3653445839881897},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.18953749537467957}],"concepts":[{"id":"https://openalex.org/C93768804","wikidata":"https://www.wikidata.org/wiki/Q2518735","display_name":"Artificial immune system","level":2,"score":0.8314695358276367},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7195522785186768},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6104278564453125},{"id":"https://openalex.org/C148483581","wikidata":"https://www.wikidata.org/wiki/Q446488","display_name":"Feature selection","level":2,"score":0.5863625407218933},{"id":"https://openalex.org/C60908668","wikidata":"https://www.wikidata.org/wiki/Q690207","display_name":"Perceptron","level":3,"score":0.5264730453491211},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.5163606405258179},{"id":"https://openalex.org/C77052588","wikidata":"https://www.wikidata.org/wiki/Q644307","display_name":"Constant false alarm rate","level":2,"score":0.4663642346858978},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4630676805973053},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4372442960739136},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3653445839881897},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.18953749537467957}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/fskd.2015.7382193","is_oa":false,"landing_page_url":"https://doi.org/10.1109/fskd.2015.7382193","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 12th International Conference on Fuzzy Systems and Knowledge Discovery (FSKD)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/2","display_name":"Zero hunger","score":0.7900000214576721}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":52,"referenced_works":["https://openalex.org/W11219134","https://openalex.org/W109335163","https://openalex.org/W192749064","https://openalex.org/W1481731616","https://openalex.org/W1484754041","https://openalex.org/W1523441626","https://openalex.org/W1539573359","https://openalex.org/W1551682530","https://openalex.org/W1566766802","https://openalex.org/W1865646947","https://openalex.org/W1988686681","https://openalex.org/W1998471626","https://openalex.org/W1999280441","https://openalex.org/W2002680690","https://openalex.org/W2005462790","https://openalex.org/W2032338977","https://openalex.org/W2055931105","https://openalex.org/W2073598270","https://openalex.org/W2076526693","https://openalex.org/W2079680557","https://openalex.org/W2083628822","https://openalex.org/W2087560201","https://openalex.org/W2090091537","https://openalex.org/W2091708049","https://openalex.org/W2097169398","https://openalex.org/W2099167966","https://openalex.org/W2100253618","https://openalex.org/W2105393881","https://openalex.org/W2114404520","https://openalex.org/W2118599924","https://openalex.org/W2128771953","https://openalex.org/W2129624205","https://openalex.org/W2142827986","https://openalex.org/W2144429146","https://openalex.org/W2144716896","https://openalex.org/W2148877877","https://openalex.org/W2152610622","https://openalex.org/W2162853743","https://openalex.org/W2164641162","https://openalex.org/W2164934768","https://openalex.org/W2165805036","https://openalex.org/W2166056814","https://openalex.org/W3124930780","https://openalex.org/W4211183651","https://openalex.org/W4230191612","https://openalex.org/W4232872328","https://openalex.org/W4285719527","https://openalex.org/W6600447752","https://openalex.org/W6639115151","https://openalex.org/W6650330559","https://openalex.org/W6683529541","https://openalex.org/W6683984541"],"related_works":["https://openalex.org/W2388326001","https://openalex.org/W2998914036","https://openalex.org/W2082756648","https://openalex.org/W3194278305","https://openalex.org/W2289648981","https://openalex.org/W2390565185","https://openalex.org/W4320921117","https://openalex.org/W2941093570","https://openalex.org/W2140240424","https://openalex.org/W1565459987"],"abstract_inverted_index":{"Mining":[0],"agricultural":[1],"data":[2],"with":[3,35,47,91],"artificial":[4,16],"immune":[5,17],"system":[6,19],"(AIS)":[7],"algorithms,":[8],"particularly":[9],"the":[10,22,56,92],"clonal":[11],"selection":[12,30],"algorithm":[13],"(CLONALG)":[14],"and":[15,37,42,51,58,71,82],"recognition":[18],"(AIRS)":[20],"form":[21],"bedrock":[23],"of":[24],"this":[25],"paper.":[26],"A":[27],"fuzzy-rough":[28],"feature":[29],"(FRFS)":[31],"method":[32],"is":[33],"coupled":[34],"CLONALG":[36,57,70],"AIRS":[38,59,74],"for":[39],"improved":[40],"detection":[41,80],"computational":[43],"efficiency.":[44],"Comparative":[45],"simulations":[46],"sequential":[48],"minimal":[49],"optimization":[50],"multi-layer":[52],"perceptron":[53],"reveal":[54],"that":[55],"produced":[60],"significant":[61],"results.":[62],"Their":[63],"respective":[64],"FRFS":[65,68,72],"upgrades":[66],"namely;":[67],"-":[69,73],"are":[75],"able":[76],"to":[77,97,101],"generate":[78],"highest":[79],"rates":[81],"lowest":[83],"false":[84],"alarm":[85],"rates.":[86],"Thus,":[87],"gathering":[88],"useful":[89],"information":[90],"AIS":[93],"models":[94],"can":[95],"help":[96],"enhance":[98],"productivity":[99],"related":[100],"agriculture.":[102]},"counts_by_year":[{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2016,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
