{"id":"https://openalex.org/W2065891670","doi":"https://doi.org/10.1007/s11633-010-0517-5","title":"Improving decision tree performance by exception handling","display_name":"Improving decision tree performance by exception handling","publication_year":2010,"publication_date":"2010-08-01","ids":{"openalex":"https://openalex.org/W2065891670","doi":"https://doi.org/10.1007/s11633-010-0517-5","mag":"2065891670"},"language":"en","primary_location":{"id":"doi:10.1007/s11633-010-0517-5","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s11633-010-0517-5","pdf_url":null,"source":{"id":"https://openalex.org/S28082686","display_name":"International Journal of Automation and Computing","issn_l":"1476-8186","issn":["1476-8186","1751-8520"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Automation and Computing","raw_type":"journal-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":null,"display_name":"Appavu Alias Balamurugan Subramanian","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Appavu Alias Balamurugan Subramanian","raw_affiliation_strings":["Department of Information Technology, Thiagarajar College of Engineering, Madurai, India","Thiagarajar College of Engineering"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Information Technology, Thiagarajar College of Engineering, Madurai, India","institution_ids":[]},{"raw_affiliation_string":"Thiagarajar College of Engineering","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020032406","display_name":"S. Pramala","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"S. Pramala","raw_affiliation_strings":["Department of Information Technology, Thiagarajar College of Engineering, Madurai, India","Thiagarajar College of Engineering"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Information Technology, Thiagarajar College of Engineering, Madurai, India","institution_ids":[]},{"raw_affiliation_string":"Thiagarajar College of Engineering","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5063906746","display_name":"B. Rajalakshmi","orcid":"https://orcid.org/0009-0008-3099-2481"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"B. Rajalakshmi","raw_affiliation_strings":["Department of Information Technology, Thiagarajar College of Engineering, Madurai, India","Thiagarajar College of Engineering"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Information Technology, Thiagarajar College of Engineering, Madurai, India","institution_ids":[]},{"raw_affiliation_string":"Thiagarajar College of Engineering","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5045157545","display_name":"R. Rajaram","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Ramasamy Rajaram","raw_affiliation_strings":["Department of Computer Science, Thiagarajar College of Engineering, Madurai, India","Thiagarajar College of Engineering"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Thiagarajar College of Engineering, Madurai, India","institution_ids":[]},{"raw_affiliation_string":"Thiagarajar College of Engineering","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":2.8545,"has_fulltext":false,"cited_by_count":8,"citation_normalized_percentile":{"value":0.9288794,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":"7","issue":"3","first_page":"372","last_page":"380"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10538","display_name":"Data Mining Algorithms and Applications","score":0.9993000030517578,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T10538","display_name":"Data Mining Algorithms and Applications","score":0.9993000030517578,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T10320","display_name":"Neural Networks and Applications","score":0.9918000102043152,"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/T12535","display_name":"Machine Learning and Data Classification","score":0.9853000044822693,"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/decision-tree","display_name":"Decision tree","score":0.8052507638931274},{"id":"https://openalex.org/keywords/naive-bayes-classifier","display_name":"Naive Bayes classifier","score":0.6761230230331421},{"id":"https://openalex.org/keywords/association-rule-learning","display_name":"Association rule learning","score":0.6151124835014343},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6052343249320984},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.6021276116371155},{"id":"https://openalex.org/keywords/tree","display_name":"Tree (set theory)","score":0.5698103308677673},{"id":"https://openalex.org/keywords/outcome","display_name":"Outcome (game theory)","score":0.5565434098243713},{"id":"https://openalex.org/keywords/bayes-theorem","display_name":"Bayes' theorem","score":0.5361663103103638},{"id":"https://openalex.org/keywords/incremental-decision-tree","display_name":"Incremental decision tree","score":0.5286023020744324},{"id":"https://openalex.org/keywords/voting","display_name":"Voting","score":0.5201033353805542},{"id":"https://openalex.org/keywords/node","display_name":"Node (physics)","score":0.5148271918296814},{"id":"https://openalex.org/keywords/base","display_name":"Base (topology)","score":0.49509087204933167},{"id":"https://openalex.org/keywords/class","display_name":"Class (philosophy)","score":0.4796167314052582},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4538574814796448},{"id":"https://openalex.org/keywords/rule-induction","display_name":"Rule induction","score":0.45260658860206604},{"id":"https://openalex.org/keywords/majority-rule","display_name":"Majority rule","score":0.45110806822776794},{"id":"https://openalex.org/keywords/decision-rule","display_name":"Decision rule","score":0.42282554507255554},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4076235294342041},{"id":"https://openalex.org/keywords/decision-tree-learning","display_name":"Decision tree learning","score":0.33486616611480713},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.2361260950565338},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.17680853605270386},{"id":"https://openalex.org/keywords/bayesian-probability","display_name":"Bayesian probability","score":0.10896235704421997}],"concepts":[{"id":"https://openalex.org/C84525736","wikidata":"https://www.wikidata.org/wiki/Q831366","display_name":"Decision tree","level":2,"score":0.8052507638931274},{"id":"https://openalex.org/C52001869","wikidata":"https://www.wikidata.org/wiki/Q812530","display_name":"Naive Bayes classifier","level":3,"score":0.6761230230331421},{"id":"https://openalex.org/C193524817","wikidata":"https://www.wikidata.org/wiki/Q386780","display_name":"Association rule learning","level":2,"score":0.6151124835014343},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6052343249320984},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.6021276116371155},{"id":"https://openalex.org/C113174947","wikidata":"https://www.wikidata.org/wiki/Q2859736","display_name":"Tree (set theory)","level":2,"score":0.5698103308677673},{"id":"https://openalex.org/C148220186","wikidata":"https://www.wikidata.org/wiki/Q7111912","display_name":"Outcome (game theory)","level":2,"score":0.5565434098243713},{"id":"https://openalex.org/C207201462","wikidata":"https://www.wikidata.org/wiki/Q182505","display_name":"Bayes' theorem","level":3,"score":0.5361663103103638},{"id":"https://openalex.org/C10229987","wikidata":"https://www.wikidata.org/wiki/Q17083028","display_name":"Incremental decision tree","level":4,"score":0.5286023020744324},{"id":"https://openalex.org/C520049643","wikidata":"https://www.wikidata.org/wiki/Q189760","display_name":"Voting","level":3,"score":0.5201033353805542},{"id":"https://openalex.org/C62611344","wikidata":"https://www.wikidata.org/wiki/Q1062658","display_name":"Node (physics)","level":2,"score":0.5148271918296814},{"id":"https://openalex.org/C42058472","wikidata":"https://www.wikidata.org/wiki/Q810214","display_name":"Base (topology)","level":2,"score":0.49509087204933167},{"id":"https://openalex.org/C2777212361","wikidata":"https://www.wikidata.org/wiki/Q5127848","display_name":"Class (philosophy)","level":2,"score":0.4796167314052582},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4538574814796448},{"id":"https://openalex.org/C2776780472","wikidata":"https://www.wikidata.org/wiki/Q7378945","display_name":"Rule induction","level":2,"score":0.45260658860206604},{"id":"https://openalex.org/C153668964","wikidata":"https://www.wikidata.org/wiki/Q27636","display_name":"Majority rule","level":2,"score":0.45110806822776794},{"id":"https://openalex.org/C84839998","wikidata":"https://www.wikidata.org/wiki/Q5249245","display_name":"Decision rule","level":2,"score":0.42282554507255554},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4076235294342041},{"id":"https://openalex.org/C5481197","wikidata":"https://www.wikidata.org/wiki/Q16766476","display_name":"Decision tree learning","level":3,"score":0.33486616611480713},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2361260950565338},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.17680853605270386},{"id":"https://openalex.org/C107673813","wikidata":"https://www.wikidata.org/wiki/Q812534","display_name":"Bayesian probability","level":2,"score":0.10896235704421997},{"id":"https://openalex.org/C66938386","wikidata":"https://www.wikidata.org/wiki/Q633538","display_name":"Structural engineering","level":1,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C144237770","wikidata":"https://www.wikidata.org/wiki/Q747534","display_name":"Mathematical economics","level":1,"score":0.0},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.0},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s11633-010-0517-5","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s11633-010-0517-5","pdf_url":null,"source":{"id":"https://openalex.org/S28082686","display_name":"International Journal of Automation and Computing","issn_l":"1476-8186","issn":["1476-8186","1751-8520"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Automation and Computing","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":47,"referenced_works":["https://openalex.org/W163054539","https://openalex.org/W167515793","https://openalex.org/W188803003","https://openalex.org/W1481802362","https://openalex.org/W1523293200","https://openalex.org/W1542155512","https://openalex.org/W1559060276","https://openalex.org/W1573772481","https://openalex.org/W1583837637","https://openalex.org/W1594031697","https://openalex.org/W1597165973","https://openalex.org/W1608073040","https://openalex.org/W1625504505","https://openalex.org/W1680392829","https://openalex.org/W1972230064","https://openalex.org/W1990822176","https://openalex.org/W2009419163","https://openalex.org/W2042847815","https://openalex.org/W2052812103","https://openalex.org/W2061945428","https://openalex.org/W2112841646","https://openalex.org/W2122111042","https://openalex.org/W2123504579","https://openalex.org/W2128420091","https://openalex.org/W2129018774","https://openalex.org/W2133632100","https://openalex.org/W2134696506","https://openalex.org/W2140190241","https://openalex.org/W2147169507","https://openalex.org/W2149706766","https://openalex.org/W2151832869","https://openalex.org/W2160245746","https://openalex.org/W2171665309","https://openalex.org/W2912830243","https://openalex.org/W2982720039","https://openalex.org/W3085162807","https://openalex.org/W4212848460","https://openalex.org/W4220749221","https://openalex.org/W4232632925","https://openalex.org/W6606773718","https://openalex.org/W6631217308","https://openalex.org/W6634133977","https://openalex.org/W6635600641","https://openalex.org/W6636859864","https://openalex.org/W6684989136","https://openalex.org/W6817491142","https://openalex.org/W6826537396"],"related_works":["https://openalex.org/W2017739185","https://openalex.org/W2887291422","https://openalex.org/W1982169401","https://openalex.org/W2030894524","https://openalex.org/W2283455119","https://openalex.org/W2170530489","https://openalex.org/W2011112201","https://openalex.org/W2011862483","https://openalex.org/W1481146139","https://openalex.org/W1520927778"],"abstract_inverted_index":null,"counts_by_year":[{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":2},{"year":2014,"cited_by_count":1},{"year":2012,"cited_by_count":2}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}