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For: Li X, Zhao H, Zhu W. A cost sensitive decision tree algorithm with two adaptive mechanisms. Knowl Based Syst 2015. [DOI: 10.1016/j.knosys.2015.08.012] [Citation(s) in RCA: 24] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Number Cited by Other Article(s)
1
Costa VG, Pedreira CE. Recent advances in decision trees: an updated survey. Artif Intell Rev 2022. [DOI: 10.1007/s10462-022-10275-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
2
A cost-sensitive Imprecise Credal Decision Tree based on nonparametric predictive inference. Appl Soft Comput 2022. [DOI: 10.1016/j.asoc.2022.108916] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]
3
Cost-sensitive sample shifting in feature space. Pattern Anal Appl 2020. [DOI: 10.1007/s10044-020-00890-9] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
4
PRF-RW: a progressive random forest-based random walk approach for interactive semi-automated pulmonary lobes segmentation. INT J MACH LEARN CYB 2020. [DOI: 10.1007/s13042-020-01111-9] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/24/2022]
5
Xiao J, Zhou X, Zhong Y, Xie L, Gu X, Liu D. Cost-sensitive semi-supervised selective ensemble model for customer credit scoring. Knowl Based Syst 2020. [DOI: 10.1016/j.knosys.2019.105118] [Citation(s) in RCA: 17] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/25/2022]
6
Wu CC, Chen YL, Tang K. Cost-sensitive decision tree with multiple resource constraints. APPL INTELL 2019. [DOI: 10.1007/s10489-019-01464-x] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
7
Liu H, Chen SM. Multi-stage mixed rule learning approach for advancing performance of rule-based classification. Inf Sci (N Y) 2019. [DOI: 10.1016/j.ins.2019.05.008] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/26/2022]
8
Heuristic target class selection for advancing performance of coverage-based rule learning. Inf Sci (N Y) 2019. [DOI: 10.1016/j.ins.2018.12.001] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]
9
Cost-sensitive SVDD models based on a sample selection approach. APPL INTELL 2018. [DOI: 10.1007/s10489-018-1187-1] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
10
Granular computing-based approach of rule learning for binary classification. GRANULAR COMPUTING 2018. [DOI: 10.1007/s41066-018-0097-2] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 10/17/2022]
11
Induction of classification rules by Gini-index based rule generation. Inf Sci (N Y) 2018. [DOI: 10.1016/j.ins.2018.01.025] [Citation(s) in RCA: 22] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022]
12
A multi-view OVA model based on decision tree for multi-classification tasks. Knowl Based Syst 2017. [DOI: 10.1016/j.knosys.2017.10.004] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/24/2022]
13
A less-greedy two-term Tsallis Entropy Information Metric approach for decision tree classification. Knowl Based Syst 2017. [DOI: 10.1016/j.knosys.2016.12.021] [Citation(s) in RCA: 25] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/24/2022]
14
Zhao H, Li X. A cost sensitive decision tree algorithm based on weighted class distribution with batch deleting attribute mechanism. Inf Sci (N Y) 2017. [DOI: 10.1016/j.ins.2016.09.054] [Citation(s) in RCA: 33] [Impact Index Per Article: 4.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
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