Improving Noise Robustness through Abstractions and its Impact on Machine Learning

Authors: Ibias, Alfredo; Capała, Karol; Varma, Varun Ravi; Drozdz, Anna; Sousa, Jose

Research groups: Computational Intelligence

CACTUS: a Comprehensive Abstraction and Classification Tool for Uncovering Structures

Authors: Gherardini, Luca; Varma, Varun Ravi; Capała, Karol; Woords, Roger; Sousa, Jose

Research groups: Computational Intelligence

SaNDA: a Small and iNcomplete Dataset Analyser

Authors: Ibias, Alfredo; Varma, Varun Ravi; Capała, Karol; Gherardini, Luca; Sousa, Jose

Research groups: Computational Intelligence