Krystyna Napierala

15 papers C 2Journal 6Unranked 7
YearRankTypeTitle / Venue / Authors
2017 C conf
Evaluating Difficulty of Multi-class Imbalanced Data.
ISMIS
Mateusz Lango, Krystyna Napierala, Jerzy Stefanowski
2016 J jnl
A Jamming-Resilient MAC-layer Device Identification for Internet of Things.
CoRR
Przemyslaw Blaskiewicz, Jacek Cichon, Jakub Lemiesz, Miroslaw Kutylowski, Marcin Zawada, Krystyna Napierala, Michal Panek, Stanislaw Strzyz
2016 — conf
Increasing the Interpretability of Rules Induced from Imbalanced Data by Using Bayesian Confirmation Measures.
NFMCP@PKDD/ECML
Krystyna Napierala, Jerzy Stefanowski, Izabela Szczech
2016 J jnl
Post-processing of BRACID Rules Induced from Imbalanced Data.
Fundam. Informaticae
Krystyna Napierala, Jerzy Stefanowski
2016 J jnl
Types of minority class examples and their influence on learning classifiers from imbalanced data.
J. Intell. Inf. Syst.
Krystyna Napierala, Jerzy Stefanowski
2015 J jnl
Abstaining in rule set bagging for imbalanced data.
Log. J. IGPL
Krystyna Napierala, Jerzy Stefanowski
2015 J jnl
Addressing imbalanced data with argument based rule learning.
Expert Syst. Appl.
Krystyna Napierala, Jerzy Stefanowski
2014 C conf
Local Characteristics of Minority Examples in Pre-processing of Imbalanced Data.
ISMIS
Jerzy Stefanowski, Krystyna Napierala, Malgorzata Trzcielinska
2012 J jnl
BRACID: a comprehensive approach to learning rules from imbalanced data.
J. Intell. Inf. Syst.
Krystyna Napierala, Jerzy Stefanowski
2012 — conf
Identification of Different Types of Minority Class Examples in Imbalanced Data.
HAIS (2)
Krystyna Napierala, Jerzy Stefanowski
2012 — conf
Modifications of Classification Strategies in Rule Set Based Bagging for Imbalanced Data.
HAIS (2)
Krystyna Napierala, Jerzy Stefanowski
2011 — conf
Efficient Isosurface Extraction Using Marching Tetrahedra and Histogram Pyramids on Multiple GPUs.
PPAM (2)
Milosz Ciznicki, Michal Kierzynka, Krzysztof Kurowski, Bogdan Ludwiczak, Krystyna Napierala, Jaroslaw Palczynski
2011 — conf
Human Re-identification System on Highly Parallel GPU and CPU Architectures.
MCSS
Slawomir Bak, Krzysztof Kurowski, Krystyna Napierala
2010 — conf
Argument Based Generalization of MODLEM Rule Induction Algorithm.
RSCTC
Krystyna Napierala, Jerzy Stefanowski
2010 — conf
Learning from Imbalanced Data in Presence of Noisy and Borderline Examples.
RSCTC
Krystyna Napierala, Jerzy Stefanowski, Szymon Wilk