{"id":"https://openalex.org/W1999490444","doi":"https://doi.org/10.1007/s11390-014-1438-5","title":"ConfDTree: A Statistical Method for Improving Decision Trees","display_name":"ConfDTree: A Statistical Method for Improving Decision Trees","publication_year":2014,"publication_date":"2014-05-01","ids":{"openalex":"https://openalex.org/W1999490444","doi":"https://doi.org/10.1007/s11390-014-1438-5","mag":"1999490444"},"language":"en","primary_location":{"id":"doi:10.1007/s11390-014-1438-5","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s11390-014-1438-5","pdf_url":null,"source":{"id":"https://openalex.org/S161516442","display_name":"Journal of Computer Science and Technology","issn_l":"1000-9000","issn":["1000-9000","1860-4749"],"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":"Journal of Computer Science and Technology","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":"https://openalex.org/A5044390999","display_name":"Gilad Katz","orcid":"https://orcid.org/0000-0001-9478-7550"},"institutions":[{"id":"https://openalex.org/I124227911","display_name":"Ben-Gurion University of the Negev","ror":"https://ror.org/05tkyf982","country_code":"IL","type":"education","lineage":["https://openalex.org/I124227911"]}],"countries":["IL"],"is_corresponding":true,"raw_author_name":"Gilad Katz","raw_affiliation_strings":["Department of Information Systems Engineering, Ben-Gurion University of the Negev, Beer Sheva, 8410501, Israel","Telekom Innovation Laboratories, Ben-Gurion University of the Negev, Beer Sheva, 8410501, Israel"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Information Systems Engineering, Ben-Gurion University of the Negev, Beer Sheva, 8410501, Israel","institution_ids":["https://openalex.org/I124227911"]},{"raw_affiliation_string":"Telekom Innovation Laboratories, Ben-Gurion University of the Negev, Beer Sheva, 8410501, Israel","institution_ids":["https://openalex.org/I124227911"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5002391103","display_name":"Asaf Shabtai","orcid":"https://orcid.org/0000-0003-0630-4059"},"institutions":[{"id":"https://openalex.org/I124227911","display_name":"Ben-Gurion University of the Negev","ror":"https://ror.org/05tkyf982","country_code":"IL","type":"education","lineage":["https://openalex.org/I124227911"]}],"countries":["IL"],"is_corresponding":false,"raw_author_name":"Asaf Shabtai","raw_affiliation_strings":["Department of Information Systems Engineering, Ben-Gurion University of the Negev, Beer Sheva, 8410501, Israel","Telekom Innovation Laboratories, Ben-Gurion University of the Negev, Beer Sheva, 8410501, Israel"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Information Systems Engineering, Ben-Gurion University of the Negev, Beer Sheva, 8410501, Israel","institution_ids":["https://openalex.org/I124227911"]},{"raw_affiliation_string":"Telekom Innovation Laboratories, Ben-Gurion University of the Negev, Beer Sheva, 8410501, Israel","institution_ids":["https://openalex.org/I124227911"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012622155","display_name":"Lior Rokach","orcid":"https://orcid.org/0000-0002-6956-3341"},"institutions":[{"id":"https://openalex.org/I124227911","display_name":"Ben-Gurion University of the Negev","ror":"https://ror.org/05tkyf982","country_code":"IL","type":"education","lineage":["https://openalex.org/I124227911"]}],"countries":["IL"],"is_corresponding":false,"raw_author_name":"Lior Rokach","raw_affiliation_strings":["Department of Information Systems Engineering, Ben-Gurion University of the Negev, Beer Sheva, 8410501, Israel","Telekom Innovation Laboratories, Ben-Gurion University of the Negev, Beer Sheva, 8410501, Israel"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Information Systems Engineering, Ben-Gurion University of the Negev, Beer Sheva, 8410501, Israel","institution_ids":["https://openalex.org/I124227911"]},{"raw_affiliation_string":"Telekom Innovation Laboratories, Ben-Gurion University of the Negev, Beer Sheva, 8410501, Israel","institution_ids":["https://openalex.org/I124227911"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5078826355","display_name":"Nir Ofek","orcid":null},"institutions":[{"id":"https://openalex.org/I124227911","display_name":"Ben-Gurion University of the Negev","ror":"https://ror.org/05tkyf982","country_code":"IL","type":"education","lineage":["https://openalex.org/I124227911"]}],"countries":["IL"],"is_corresponding":false,"raw_author_name":"Nir Ofek","raw_affiliation_strings":["Department of Information Systems Engineering, Ben-Gurion University of the Negev, Beer Sheva, 8410501, Israel","Telekom Innovation Laboratories, Ben-Gurion University of the Negev, Beer Sheva, 8410501, Israel"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Information Systems Engineering, Ben-Gurion University of the Negev, Beer Sheva, 8410501, Israel","institution_ids":["https://openalex.org/I124227911"]},{"raw_affiliation_string":"Telekom Innovation Laboratories, Ben-Gurion University of the Negev, Beer Sheva, 8410501, Israel","institution_ids":["https://openalex.org/I124227911"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5044390999"],"corresponding_institution_ids":["https://openalex.org/I124227911"],"apc_list":{"value":2890,"currency":"USD","value_usd":2890},"apc_paid":null,"fwci":0.4851,"has_fulltext":false,"cited_by_count":10,"citation_normalized_percentile":{"value":0.78378297,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":"29","issue":"3","first_page":"392","last_page":"407"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11652","display_name":"Imbalanced Data Classification Techniques","score":0.9994000196456909,"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"}},"topics":[{"id":"https://openalex.org/T11652","display_name":"Imbalanced Data Classification Techniques","score":0.9994000196456909,"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/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9990000128746033,"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":0.9980999827384949,"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/computer-science","display_name":"Computer science","score":0.825843095779419},{"id":"https://openalex.org/keywords/decision-tree","display_name":"Decision tree","score":0.8223235607147217},{"id":"https://openalex.org/keywords/outlier","display_name":"Outlier","score":0.6429125070571899},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5936630964279175},{"id":"https://openalex.org/keywords/alternating-decision-tree","display_name":"Alternating decision tree","score":0.5572790503501892},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5178230404853821},{"id":"https://openalex.org/keywords/class","display_name":"Class (philosophy)","score":0.5070841312408447},{"id":"https://openalex.org/keywords/incremental-decision-tree","display_name":"Incremental decision tree","score":0.49187707901000977},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4907744824886322},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.48027753829956055},{"id":"https://openalex.org/keywords/decision-tree-learning","display_name":"Decision tree learning","score":0.4420029819011688},{"id":"https://openalex.org/keywords/theory-of-computation","display_name":"Theory of computation","score":0.4407275915145874},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.21878623962402344}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.825843095779419},{"id":"https://openalex.org/C84525736","wikidata":"https://www.wikidata.org/wiki/Q831366","display_name":"Decision tree","level":2,"score":0.8223235607147217},{"id":"https://openalex.org/C79337645","wikidata":"https://www.wikidata.org/wiki/Q779824","display_name":"Outlier","level":2,"score":0.6429125070571899},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5936630964279175},{"id":"https://openalex.org/C120136583","wikidata":"https://www.wikidata.org/wiki/Q4736414","display_name":"Alternating decision tree","level":5,"score":0.5572790503501892},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5178230404853821},{"id":"https://openalex.org/C2777212361","wikidata":"https://www.wikidata.org/wiki/Q5127848","display_name":"Class (philosophy)","level":2,"score":0.5070841312408447},{"id":"https://openalex.org/C10229987","wikidata":"https://www.wikidata.org/wiki/Q17083028","display_name":"Incremental decision tree","level":4,"score":0.49187707901000977},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4907744824886322},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.48027753829956055},{"id":"https://openalex.org/C5481197","wikidata":"https://www.wikidata.org/wiki/Q16766476","display_name":"Decision tree learning","level":3,"score":0.4420029819011688},{"id":"https://openalex.org/C24858836","wikidata":"https://www.wikidata.org/wiki/Q844718","display_name":"Theory of computation","level":2,"score":0.4407275915145874},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.21878623962402344},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s11390-014-1438-5","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s11390-014-1438-5","pdf_url":null,"source":{"id":"https://openalex.org/S161516442","display_name":"Journal of Computer Science and Technology","issn_l":"1000-9000","issn":["1000-9000","1860-4749"],"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":"Journal of Computer Science and Technology","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":36,"referenced_works":["https://openalex.org/W1504694836","https://openalex.org/W1565746575","https://openalex.org/W1570690983","https://openalex.org/W1587157779","https://openalex.org/W1598033630","https://openalex.org/W1831729862","https://openalex.org/W1912982817","https://openalex.org/W1969223365","https://openalex.org/W2004131797","https://openalex.org/W2011485768","https://openalex.org/W2015005801","https://openalex.org/W2033139852","https://openalex.org/W2034323583","https://openalex.org/W2045839774","https://openalex.org/W2053724458","https://openalex.org/W2068905009","https://openalex.org/W2082398830","https://openalex.org/W2091899028","https://openalex.org/W2093390569","https://openalex.org/W2101499181","https://openalex.org/W2103970002","https://openalex.org/W2111022379","https://openalex.org/W2119475352","https://openalex.org/W2125055259","https://openalex.org/W2133990480","https://openalex.org/W2134845864","https://openalex.org/W2148143831","https://openalex.org/W2149706766","https://openalex.org/W2150757437","https://openalex.org/W2166481425","https://openalex.org/W2172162418","https://openalex.org/W2911964244","https://openalex.org/W4206765718","https://openalex.org/W4243333943","https://openalex.org/W4255375128","https://openalex.org/W4285719527"],"related_works":["https://openalex.org/W2356463514","https://openalex.org/W2591672004","https://openalex.org/W2404612336","https://openalex.org/W1982169401","https://openalex.org/W4387869645","https://openalex.org/W87848775","https://openalex.org/W1603140234","https://openalex.org/W1648970942","https://openalex.org/W4243803609","https://openalex.org/W4293786841"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":2},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":2},{"year":2015,"cited_by_count":1}],"updated_date":"2026-07-29T09:40:50.615796","created_date":"2025-10-10T00:00:00"}