{"id":"https://openalex.org/W2093452609","doi":"https://doi.org/10.1109/bhi.2012.6211593","title":"Comparitive analysis of machine learning techniques for classification of arbovirus","display_name":"Comparitive analysis of machine learning techniques for classification of arbovirus","publication_year":2012,"publication_date":"2012-01-01","ids":{"openalex":"https://openalex.org/W2093452609","doi":"https://doi.org/10.1109/bhi.2012.6211593","mag":"2093452609"},"language":"en","primary_location":{"id":"doi:10.1109/bhi.2012.6211593","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bhi.2012.6211593","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of 2012 IEEE-EMBS International Conference on Biomedical and Health Informatics","raw_type":"proceedings-article"},"type":"conference-paper","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/A5079848493","display_name":"Shameem A. Fathima","orcid":null},"institutions":[{"id":"https://openalex.org/I179331831","display_name":"Taif University","ror":"https://ror.org/014g1a453","country_code":"SA","type":"education","lineage":["https://openalex.org/I179331831"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"S. A. Fathima","raw_affiliation_strings":["College of Computerscience and Information Technology, Taif University, Saudi Arabia","College of Computer science and Information Technology, Taif University, Saudi arabia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Computerscience and Information Technology, Taif University, Saudi Arabia","institution_ids":["https://openalex.org/I179331831"]},{"raw_affiliation_string":"College of Computer science and Information Technology, Taif University, Saudi arabia","institution_ids":["https://openalex.org/I179331831"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5049321641","display_name":"Nisar Hundewale","orcid":"https://orcid.org/0000-0001-9751-4304"},"institutions":[{"id":"https://openalex.org/I179331831","display_name":"Taif University","ror":"https://ror.org/014g1a453","country_code":"SA","type":"education","lineage":["https://openalex.org/I179331831"]},{"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":["SA","US"],"is_corresponding":false,"raw_author_name":"N. Hundewale","raw_affiliation_strings":["College of Computer science and Information technology, Taif University, Saudi Arabia","Georgia State University, Atlanta, USA","College of Computer science and Information Technology, Taif University, Saudi arabia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Computer science and Information technology, Taif University, Saudi Arabia","institution_ids":["https://openalex.org/I179331831"]},{"raw_affiliation_string":"Georgia State University, Atlanta, USA","institution_ids":["https://openalex.org/I181565077"]},{"raw_affiliation_string":"College of Computer science and Information Technology, Taif University, Saudi arabia","institution_ids":["https://openalex.org/I179331831"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.2818,"has_fulltext":false,"cited_by_count":16,"citation_normalized_percentile":{"value":0.78696343,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"376","last_page":"379"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11396","display_name":"Artificial Intelligence in Healthcare","score":0.9775000214576721,"subfield":{"id":"https://openalex.org/subfields/3605","display_name":"Health Information Management"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},"topics":[{"id":"https://openalex.org/T11396","display_name":"Artificial Intelligence in Healthcare","score":0.9775000214576721,"subfield":{"id":"https://openalex.org/subfields/3605","display_name":"Health Information Management"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T12874","display_name":"Digital Imaging for Blood Diseases","score":0.9448999762535095,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T11652","display_name":"Imbalanced Data Classification Techniques","score":0.9429000020027161,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.8082827925682068},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7602430582046509},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.7380927801132202},{"id":"https://openalex.org/keywords/dengue-fever","display_name":"Dengue fever","score":0.7320783138275146},{"id":"https://openalex.org/keywords/naive-bayes-classifier","display_name":"Naive Bayes classifier","score":0.7244855165481567},{"id":"https://openalex.org/keywords/arbovirus","display_name":"Arbovirus","score":0.6938267946243286},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5956655144691467},{"id":"https://openalex.org/keywords/salience","display_name":"Salience (neuroscience)","score":0.49704864621162415},{"id":"https://openalex.org/keywords/statistical-classification","display_name":"Statistical classification","score":0.4813283681869507},{"id":"https://openalex.org/keywords/bayes-theorem","display_name":"Bayes' theorem","score":0.456381618976593},{"id":"https://openalex.org/keywords/bayesian-probability","display_name":"Bayesian probability","score":0.25825953483581543},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.1394469141960144},{"id":"https://openalex.org/keywords/virology","display_name":"Virology","score":0.09626707434654236}],"concepts":[{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.8082827925682068},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7602430582046509},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.7380927801132202},{"id":"https://openalex.org/C533803919","wikidata":"https://www.wikidata.org/wiki/Q30953","display_name":"Dengue fever","level":2,"score":0.7320783138275146},{"id":"https://openalex.org/C52001869","wikidata":"https://www.wikidata.org/wiki/Q812530","display_name":"Naive Bayes classifier","level":3,"score":0.7244855165481567},{"id":"https://openalex.org/C2778116200","wikidata":"https://www.wikidata.org/wiki/Q630622","display_name":"Arbovirus","level":3,"score":0.6938267946243286},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5956655144691467},{"id":"https://openalex.org/C108154423","wikidata":"https://www.wikidata.org/wiki/Q1469792","display_name":"Salience (neuroscience)","level":2,"score":0.49704864621162415},{"id":"https://openalex.org/C110083411","wikidata":"https://www.wikidata.org/wiki/Q1744628","display_name":"Statistical classification","level":2,"score":0.4813283681869507},{"id":"https://openalex.org/C207201462","wikidata":"https://www.wikidata.org/wiki/Q182505","display_name":"Bayes' theorem","level":3,"score":0.456381618976593},{"id":"https://openalex.org/C107673813","wikidata":"https://www.wikidata.org/wiki/Q812534","display_name":"Bayesian probability","level":2,"score":0.25825953483581543},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.1394469141960144},{"id":"https://openalex.org/C159047783","wikidata":"https://www.wikidata.org/wiki/Q7215","display_name":"Virology","level":1,"score":0.09626707434654236},{"id":"https://openalex.org/C2522874641","wikidata":"https://www.wikidata.org/wiki/Q808","display_name":"Virus","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/bhi.2012.6211593","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bhi.2012.6211593","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of 2012 IEEE-EMBS International Conference on Biomedical and Health Informatics","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Good health and well-being","id":"https://metadata.un.org/sdg/3","score":0.8600000143051147}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":5,"referenced_works":["https://openalex.org/W1563088657","https://openalex.org/W2140190241","https://openalex.org/W2171428222","https://openalex.org/W2334326939","https://openalex.org/W6684839741"],"related_works":["https://openalex.org/W2537862391","https://openalex.org/W2417174640","https://openalex.org/W2086889680","https://openalex.org/W3153505674","https://openalex.org/W4246466849","https://openalex.org/W2997511728","https://openalex.org/W4381745996","https://openalex.org/W2119349310","https://openalex.org/W2995276271","https://openalex.org/W4312478656"],"abstract_inverted_index":{"This":[0],"paper":[1],"studies":[2],"classification":[3,41,137],"methods,":[4],"comparing":[5],"svm":[6],"and":[7,36,59,98,107,135],"Na\u00efve's":[8],"Bayes":[9,38,163],"analysis":[10],"as":[11,34,139],"applied":[12],"to":[13,25,42,66,71],"viral":[14],"disease":[15,111,166],"medical":[16],"data":[17],"mining.":[18],"The":[19,62,149],"objective":[20],"of":[21,28,50,88,121,142,151],"this":[22,82],"study":[23],"is":[24,65,76],"explore":[26],"possibility":[27],"applying":[29],"machine":[30,68,89],"learning":[31,69,90],"techniques":[32,91],"such":[33],"SVM":[35,159],"Na\u00efve":[37,162],"algorithm":[39],"for":[40,46,55,145],"predict":[43,108],"the":[44,72,86,103,116,122,133,143,146,152,155,161],"susceptibility":[45],"complex":[47],"disease-Dengue.":[48],"Both":[49],"these":[51],"algorithms":[52,70],"were":[53],"chosen":[54],"their":[56],"simple,":[57],"amazing":[58],"accurate":[60],"results.":[61],"proposed":[63],"work":[64],"experiment":[67],"available":[73],"arbovirus":[74],"that":[75,92,125,158],"causing":[77],"frequent":[78],"recurrent":[79],"epidemics.":[80],"In":[81],"paper,":[83],"we":[84,131],"discuss":[85],"application":[87],"make":[93],"a":[94,140],"distinction":[95],"between":[96,154],"dengue":[97],"other":[99],"feverish":[100],"illnesses":[101],"in":[102,128,164],"primary":[104],"care":[105],"setting":[106],"severe":[109],"arboviral":[110,117],"among":[112],"population.":[113],"By":[114],"investigating":[115],"dataset":[118],"from":[119],"one":[120],"largest":[123],"outbreaks":[124],"affected":[126],"India":[127],"recent":[129],"times,":[130],"master":[132],"methodology":[134],"validate":[136],"performance":[138],"measurement":[141],"salience":[144],"discovered":[147],"associations.":[148],"result":[150],"comparison":[153],"methods":[156],"showed":[157],"outperforms":[160],"Dengue":[165],"diagnosis.":[167]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":2},{"year":2019,"cited_by_count":1},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":1},{"year":2015,"cited_by_count":2}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}