Krystyna Napierala

According to our database, Krystyna Napierala authored at least 15 papers between 2010 and 2017.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2017

Evaluating Difficulty of Multi-class Imbalanced Data.

Mateusz Lango, Krystyna Napierala, Jerzy Stefanowski

Proceedings of the Foundations of Intelligent Systems - 23rd International Symposium, 2017

2016

Types of minority class examples and their influence on learning classifiers from imbalanced data.

Krystyna Napierala, Jerzy Stefanowski

J. Intell. Inf. Syst., 2016

Post-processing of BRACID Rules Induced from Imbalanced Data.

Krystyna Napierala, Jerzy Stefanowski

Fundam. Informaticae, 2016

A Jamming-Resilient MAC-layer Device Identification for Internet of Things.

Przemyslaw Blaskiewicz, Jacek Cichon, Jakub Lemiesz, Miroslaw Kutylowski, Marcin Zawada, Krystyna Napierala, Michal Panek, Stanislaw Strzyz

CoRR, 2016

Increasing the Interpretability of Rules Induced from Imbalanced Data by Using Bayesian Confirmation Measures.

Krystyna Napierala, Jerzy Stefanowski, Izabela Szczech

Proceedings of the New Frontiers in Mining Complex Patterns - 5th International Workshop, 2016

2015

Abstaining in rule set bagging for imbalanced data.

Krystyna Napierala, Jerzy Stefanowski

Log. J. IGPL, 2015

Addressing imbalanced data with argument based rule learning.

Krystyna Napierala, Jerzy Stefanowski

Expert Syst. Appl., 2015

2014

Local Characteristics of Minority Examples in Pre-processing of Imbalanced Data.

Jerzy Stefanowski, Krystyna Napierala, Malgorzata Trzcielinska

Proceedings of the Foundations of Intelligent Systems - 21st International Symposium, 2014

2012

BRACID: a comprehensive approach to learning rules from imbalanced data.

Krystyna Napierala, Jerzy Stefanowski

J. Intell. Inf. Syst., 2012

Modifications of Classification Strategies in Rule Set Based Bagging for Imbalanced Data.

Krystyna Napierala, Jerzy Stefanowski

Proceedings of the Hybrid Artificial Intelligent Systems - 7th International Conference, 2012

Identification of Different Types of Minority Class Examples in Imbalanced Data.

Krystyna Napierala, Jerzy Stefanowski

Proceedings of the Hybrid Artificial Intelligent Systems - 7th International Conference, 2012

2011

Efficient Isosurface Extraction Using Marching Tetrahedra and Histogram Pyramids on Multiple GPUs.

Milosz Ciznicki, Michal Kierzynka, Krzysztof Kurowski, Bogdan Ludwiczak, Krystyna Napierala, Jaroslaw Palczynski

Proceedings of the Parallel Processing and Applied Mathematics, 2011

Human Re-identification System on Highly Parallel GPU and CPU Architectures.

Slawomir Bak, Krzysztof Kurowski, Krystyna Napierala

Proceedings of the Multimedia Communications, Services and Security, 2011

2010

Learning from Imbalanced Data in Presence of Noisy and Borderline Examples.

Krystyna Napierala, Jerzy Stefanowski, Szymon Wilk

Proceedings of the Rough Sets and Current Trends in Computing, 2010

Argument Based Generalization of MODLEM Rule Induction Algorithm.

Krystyna Napierala, Jerzy Stefanowski

Proceedings of the Rough Sets and Current Trends in Computing, 2010