Karol Capala

Publication Activity (10 Years)

Years Active: 2023-2024
Publications (10 Years): 5

Top Topics

Machine Learning

Top Venues

ACM Trans. Intell. Syst. Technol.

Publications

Alfredo Ibias, Karol Capala, Varun Ravi Varma, Anna Drozdz, José L. R. Sousa
Improving Noise Robustness through Abstractions and its Impact on Machine Learning. CoRR (2024)
Karol Capala, Paulina Tworek, José L. R. Sousa
The Significance of Data Abstraction Methods in Machine Learning Classification Processes for Critical Decision-Making. CoRR (2024)
Luca Gherardini, Varun Ravi Varma, Karol Capala, Roger Woods, José L. R. Sousa
CACTUS: A Comprehensive Abstraction and Classification Tool for Uncovering Structures. ACM Trans. Intell. Syst. Technol. 15 (3) (2024)
Alfredo Ibias, Varun Ravi Varma, Karol Capala, Luca Gherardini, Jose Sousa
SaNDA: A small and iNcomplete dataset analyser. Inf. Sci. 640 (2023)
Luca Gherardini, Varun Ravi Varma, Karol Capala, Roger Woods, José L. R. Sousa
CACTUS: a Comprehensive Abstraction and Classification Tool for Uncovering Structures. CoRR (2023)