Ignacio Arnaldo

According to our database, Ignacio Arnaldo authored at least 19 papers between 2011 and 2022.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2022

The Need for Interpretable Features: Motivation and Taxonomy.

Alexandra Zytek, Ignacio Arnaldo, Dongyu Liu, Laure Berti-Équille, Kalyan Veeramachaneni

SIGKDD Explor., 2022

2019

The Holy Grail of "Systems for Machine Learning": Teaming humans and machine learning for detecting cyber threats.

Ignacio Arnaldo, Kalyan Veeramachaneni

SIGKDD Explor., 2019

Shooting the moving target: machine learning in cybersecurity.

Ankit Arun, Ignacio Arnaldo

Proceedings of the 2019 USENIX Conference on Operational Machine Learning, 2019

eX2: a framework for interactive anomaly detection.

Ignacio Arnaldo, Kalyan Veeramachaneni, Mei Lam

Proceedings of the Joint Proceedings of the ACM IUI 2019 Workshops co-located with the 24th ACM Conference on Intelligent User Interfaces (ACM IUI 2019), 2019

2018

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

Ignacio Arnaldo, Ankit Arun, Sumeeth Kyathanahalli, Kalyan Veeramachaneni

Proceedings of the IEEE International Conference on Big Data (IEEE BigData 2018), 2018

2017

Learning Representations for Log Data in Cybersecurity.

Ignacio Arnaldo, Alfredo Cuesta-Infante, Ankit Arun, Mei Lam, Costas Bassias, Kalyan Veeramachaneni

Proceedings of the Cyber Security Cryptography and Machine Learning, 2017

2016

Multi-Line Batch Scheduling by Similarity.

Ignacio Arnaldo, Erik Hemberg, Una-May O'Reilly

Proceedings of the Genetic and Evolutionary Computation Conference, 2016

AI^2: Training a Big Data Machine to Defend.

Kalyan Veeramachaneni, Ignacio Arnaldo, Vamsi Korrapati, Constantinos Bassias, Ke Li

Proceedings of the 2nd IEEE International Conference on Big Data Security on Cloud, 2016

2015

FlexGP - Cloud-Based Ensemble Learning with Genetic Programming for Large Regression Problems.

Kalyan Veeramachaneni, Ignacio Arnaldo, Owen Derby, Una-May O'Reilly

J. Grid Comput., 2015

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

Ignacio Arnaldo, Kalyan Veeramachaneni, Andrew Song, Una-May O'Reilly

IEEE Comput. Intell. Mag., 2015

Building Predictive Models via Feature Synthesis.

Ignacio Arnaldo, Una-May O'Reilly, Kalyan Veeramachaneni

Proceedings of the Genetic and Evolutionary Computation Conference, 2015

2014

Blind optimisation problem instance classification via enhanced universal similarity metric.

Iván Contreras, Ignacio Arnaldo, Natalio Krasnogor, José Ignacio Hidalgo

Memetic Comput., 2014

Multiple regression genetic programming.

Ignacio Arnaldo, Krzysztof Krawiec, Una-May O'Reilly

Proceedings of the Genetic and Evolutionary Computation Conference, 2014

Flash: A GP-GPU Ensemble Learning System for Handling Large Datasets.

Ignacio Arnaldo, Kalyan Veeramachaneni, Una-May O'Reilly

Proceedings of the Genetic Programming - 17th European Conference, 2014

2013

Matching island topologies to problem structure in parallel evolutionary algorithms.

Ignacio Arnaldo, Iván Contreras, David Millán-Ruiz, José Ignacio Hidalgo, Natalio Krasnogor

Soft Comput., 2013

Boosting the 3D thermal-aware floorplanning problem through a master-worker parallel MOEA.

Ignacio Arnaldo, Alfredo Cuesta-Infante, J. Manuel Colmenar, José L. Risco-Martín, José L. Ayala

Concurr. Comput. Pract. Exp., 2013

2012

Power profiling-guided floorplanner for 3D multi-processor systems-on-chip.

Ignacio Arnaldo, José Luis Risco-Martín, José Luis Ayala, José Ignacio Hidalgo

IET Circuits Devices Syst., 2012

Fast and scalable temperature-driven floorplan design in 3D MPSoCs.

Ignacio Arnaldo, Alessandro Vincenzi, José Luis Ayala, José Luis Risco-Martín, José Ignacio Hidalgo, Martino Ruggiero, David Atienza

Proceedings of the 13th Latin American Test Workshop, 2012

2011

Power Profiling-Guided Floorplanner for Thermal Optimization in 3D Multiprocessor Architectures.

Ignacio Arnaldo, José L. Risco-Martín, José L. Ayala, José Ignacio Hidalgo

Proceedings of the Integrated Circuit and System Design. Power and Timing Modeling, Optimization, and Simulation, 2011