Krystyna Napierala

Publication Activity (10 Years)

Years Active: 2010-2017
Publications (10 Years): 5

Top Topics

Sampling Methods

Linear Regression

Class Imbalance

Class Distribution

Top Venues

J. Intell. Inf. Syst.

Fundam. Informaticae

Publications

Mateusz Lango, Krystyna Napierala, Jerzy Stefanowski
Evaluating Difficulty of Multi-class Imbalanced Data. ISMIS (2017)
Krystyna Napierala, Jerzy Stefanowski, Izabela Szczech
Increasing the Interpretability of Rules Induced from Imbalanced Data by Using Bayesian Confirmation Measures. NFMCP@PKDD/ECML (2016)
Krystyna Napierala, Jerzy Stefanowski
Types of minority class examples and their influence on learning classifiers from imbalanced data. J. Intell. Inf. Syst. 46 (3) (2016)
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 (2016)
Krystyna Napierala, Jerzy Stefanowski
Post-processing of BRACID Rules Induced from Imbalanced Data. Fundam. Informaticae 148 (1-2) (2016)
Krystyna Napierala, Jerzy Stefanowski
Addressing imbalanced data with argument based rule learning. Expert Syst. Appl. 42 (24) (2015)
Krystyna Napierala, Jerzy Stefanowski
Abstaining in rule set bagging for imbalanced data. Log. J. IGPL 23 (3) (2015)
Jerzy Stefanowski, Krystyna Napierala, Malgorzata Trzcielinska
Local Characteristics of Minority Examples in Pre-processing of Imbalanced Data. ISMIS (2014)
Krystyna Napierala, Jerzy Stefanowski
Modifications of Classification Strategies in Rule Set Based Bagging for Imbalanced Data. HAIS (2) (2012)
Krystyna Napierala, Jerzy Stefanowski
BRACID: a comprehensive approach to learning rules from imbalanced data. J. Intell. Inf. Syst. 39 (2) (2012)
Krystyna Napierala, Jerzy Stefanowski
Identification of Different Types of Minority Class Examples in Imbalanced Data. HAIS (2) (2012)
Slawomir Bak, Krzysztof Kurowski, Krystyna Napierala
Human Re-identification System on Highly Parallel GPU and CPU Architectures. MCSS (2011)
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)
Krystyna Napierala, Jerzy Stefanowski, Szymon Wilk
Learning from Imbalanced Data in Presence of Noisy and Borderline Examples. RSCTC (2010)
Krystyna Napierala, Jerzy Stefanowski
Argument Based Generalization of MODLEM Rule Induction Algorithm. RSCTC (2010)