Ignacio Arnaldo

The Holy Grail of "Systems for Machine Learning"

K. Veeramachaneni, Ignacio Arnaldo, 2019 .

AI^2: Training a Big Data Machine to Defend

Kalyan Veeramachaneni, Ignacio Arnaldo, Vamsi Korrapati, 2016, 2016 IEEE 2nd International Conference on Big Data Security on Cloud (BigDataSecurity), IEEE International Conference on High Performance and Smart Computing (HPSC), and IEEE International Conference on Intelligent Data and Security (IDS).

Multiple regression genetic programming

Krzysztof Krawiec, Una-May O'Reilly, Ignacio Arnaldo, 2014, GECCO.

Acquire, adapt, and anticipate: continuous learning to block malicious domains

Kalyan Veeramachaneni, Ankit Arun, Ignacio Arnaldo, 2018, 2018 IEEE International Conference on Big Data (Big Data).

FlexGP

Kalyan Veeramachaneni, Una-May O'Reilly, Ignacio Arnaldo, 2014, Journal of Grid Computing.

Bring Your Own Learner: A Cloud-Based, Data-Parallel Commons for Machine Learning

Kalyan Veeramachaneni, Una-May O'Reilly, Ignacio Arnaldo, 2015, IEEE Computational Intelligence Magazine.

Building Predictive Models via Feature Synthesis

Kalyan Veeramachaneni, Una-May O'Reilly, Ignacio Arnaldo, 2015, GECCO.

Matching island topologies to problem structure in parallel evolutionary algorithms

David Millán-Ruiz, José Ignacio Hidalgo, Natalio Krasnogor, 2013, Soft Computing.

eX2: a framework for interactive anomaly detection

Kalyan Veeramachaneni, Ignacio Arnaldo, Mei Lam, 2019, IUI Workshops.