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ORCIDKrystyna Napierala
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2010 – 2019
- 2017
[c9]Mateusz Lango
, Krystyna Napierala, Jerzy Stefanowski:
Evaluating Difficulty of Multi-class Imbalanced Data. ISMIS 2017: 312-322- 2016
- [j5]Krystyna Napierala, Jerzy Stefanowski:
Post-processing of BRACID Rules Induced from Imbalanced Data. Fundam. Informaticae 148(1-2): 51-64 (2016) - [j4]Krystyna Napierala, Jerzy Stefanowski:
Types of minority class examples and their influence on learning classifiers from imbalanced data. J. Intell. Inf. Syst. 46(3): 563-597 (2016) - [c8]Krystyna Napierala, Jerzy Stefanowski, Izabela Szczech:
Increasing the Interpretability of Rules Induced from Imbalanced Data by Using Bayesian Confirmation Measures. NFMCP@PKDD/ECML 2016: 84-98 - [i1]Przemyslaw Blaskiewicz, Jacek Cichon, Jakub Lemiesz, Miroslaw Kutylowski, Marcin Zawada, Krystyna Napierala, Michal Panek, Stanislaw Strzyz:
A Jamming-Resilient MAC-layer Device Identification for Internet of Things. CoRR abs/1607.00863 (2016) - 2015
- [j3]Krystyna Napierala, Jerzy Stefanowski:
Addressing imbalanced data with argument based rule learning. Expert Syst. Appl. 42(24): 9468-9481 (2015) - [j2]Krystyna Napierala, Jerzy Stefanowski:
Abstaining in rule set bagging for imbalanced data. Log. J. IGPL 23(3): 421-430 (2015) - 2014
- [c7]Jerzy Stefanowski, Krystyna Napierala, Malgorzata Trzcielinska:
Local Characteristics of Minority Examples in Pre-processing of Imbalanced Data. ISMIS 2014: 123-132 - 2012
- [j1]Krystyna Napierala, Jerzy Stefanowski:
BRACID: a comprehensive approach to learning rules from imbalanced data. J. Intell. Inf. Syst. 39(2): 335-373 (2012) - [c6]Krystyna Napierala, Jerzy Stefanowski:
Identification of Different Types of Minority Class Examples in Imbalanced Data. HAIS (2) 2012: 139-150 - [c5]Krystyna Napierala, Jerzy Stefanowski:
Modifications of Classification Strategies in Rule Set Based Bagging for Imbalanced Data. HAIS (2) 2012: 514-525 - 2011
- [c4]Slawomir Bak, Krzysztof Kurowski, Krystyna Napierala:
Human Re-identification System on Highly Parallel GPU and CPU Architectures. MCSS 2011: 293-300 - [c3]Milosz Ciznicki, Michal Kierzynka, Krzysztof Kurowski, Bogdan Ludwiczak, Krystyna Napierala, Jaroslaw Palczynski:
Efficient Isosurface Extraction Using Marching Tetrahedra and Histogram Pyramids on Multiple GPUs. PPAM (2) 2011: 343-352 - 2010
- [c2]Krystyna Napierala, Jerzy Stefanowski:
Argument Based Generalization of MODLEM Rule Induction Algorithm. RSCTC 2010: 138-147 - [c1]Krystyna Napierala, Jerzy Stefanowski, Szymon Wilk:
Learning from Imbalanced Data in Presence of Noisy and Borderline Examples. RSCTC 2010: 158-167
Coauthor Index
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