Post-processing of BRACID Rules Induced from Imbalanced Data
Author:
Affiliation:
1. DATAX sp. z o.o., 53-609 Wroclaw, Poland. krystyna.napierala@datax.pl
2. Institute of Computing Sciences, Poznan University of Technology, 60-965 Poznan, Poland. Jerzy.Stefanowski@cs.put.poznan.pl
Publisher
IOS Press
Subject
Computational Theory and Mathematics,Information Systems,Algebra and Number Theory,Theoretical Computer Science
Cited by 4 articles. 订阅此论文施引文献 订阅此论文施引文献，注册后可以免费订阅5篇论文的施引文献，订阅后可以查看论文全部施引文献
1. Multi-criteria Approaches to Explaining Black Box Machine Learning Models;Intelligent Information and Database Systems;2023
2. Study of selected methods for balancing independent data sets in k-nearest neighbors classifiers with Pawlak conflict analysis;Applied Soft Computing;2022-11
3. A novel adaptive k-NN classifier for handling imbalance: Application to brain MRI;Intelligent Data Analysis;2020-07-15
4. Increasing the Interpretability of Rules Induced from Imbalanced Data by Using Bayesian Confirmation Measures;New Frontiers in Mining Complex Patterns;2017
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