Improving Noise Robustness through Abstractions and its Impact on Machine Learning

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

Research groups: Computational Intelligence

Computing performance requirements for web service compositions

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

Research groups: Computational Intelligence

SaNDA: a Small and iNcomplete Dataset Analyser

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

Research groups: Computational Intelligence

Squeeziness for Non-Deterministic Systems

Authors: Alfredo Ibias, Manuel Núñez

Research groups: Computational Intelligence

Using Deep Learning to Detect Anomalies in Traffic Flow

Authors: Manuel Méndez, Alfredo Ibias, Manuel Núñez

Research groups: Computational Intelligence