Jacek Karolczak

According to our database, Jacek Karolczak authored at least 8 papers between 2024 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

Alike Parts: A Feature-Informed Approach to Local and Global Prototype Explanations.

Jacek Karolczak, Jerzy Stefanowski

CoRR, May, 2026

PREF-XAI: Preference-Based Personalized Rule Explanations of Black-Box Machine Learning Models.

Salvatore Greco, Jacek Karolczak, Roman Slowinski, Jerzy Stefanowski

CoRR, April, 2026

Explaining data changes with prototypes: A measure-driven approach.

Jacek Karolczak, Jerzy Stefanowski

Inf. Fusion, 2026

2025

This part looks alike this: identifying important parts of explained instances and prototypes.

Jacek Karolczak, Jerzy Stefanowski

CoRR, May, 2025

Ligand identification in CryoEM and X-ray maps using deep learning.

Jacek Karolczak, Anna Przybylowska, Konrad Szewczyk, Witold Taisner, John M. Heumann, Michael H. B. Stowell, Michal Nowicki, Dariusz Brzezinski

Bioinform., 2025

This Part Looks Alike This: Tdentifying Important Parts of Explained Instances and Prototypes.

Jacek Karolczak, Jerzy Stefanowski

Proceedings of the Joint Proceedings of the xAI 2025 Late-breaking Work, 2025

An Interpretable Prototype Parts-based Neural Network for Medical Tabular Data.

Jacek Karolczak, Jerzy Stefanowski

Proceedings of the Second Workshop on Second Workshop on Explainable Artificial Intelligence for the Medical Domain (EXPLIMED 2025) co-located with 28th European Conference on Artificial Intelligence (ECAI 2025), 2025

2024

A-PETE: Adaptive Prototype Explanations of Tree Ensembles.

Jacek Karolczak, Jerzy Stefanowski

CoRR, 2024