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

Squeeziness for Non-Deterministic Systems

Authors: Ibias, Alfredo; Núñez, Manuel

Research groups: Computational Intelligence

Computing performance requirements for web service compositions

Authors: García-Domínguez, Antonio; Palomo-Lozano, Francisco; Medina-Bulo, Inmaculada; Ibias, Alfredo; Núñez, Manuel

Research groups: Computational Intelligence

Using Deep Learning to Detect Anomalies in Traffic Flow

Authors: Méndez, Manuel; Ibias, Alfredo; Núñez, Manuel

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