Ignacio Arnaldo

Publication Activity (10 Years)

Years Active: 2011-2023
Publications (10 Years): 13

Top Topics

Similarity Metrics

Ensemble Learning

Genetic Programming

Top Venues

GECCO (Companion)

Publications

Ignacio Arnaldo, Alfredo Cuesta-Infante, J. Manuel Colmenar, José L. Risco-Martín, José L. Ayala
Boosting the 3D thermal-aware floorplanning problem through a master-worker parallel MOEA. CoRR (2023)
Alexandra Zytek, Ignacio Arnaldo, Dongyu Liu, Laure Berti-Équille, Kalyan Veeramachaneni
The Need for Interpretable Features: Motivation and Taxonomy. CoRR (2022)
Alexandra Zytek, Ignacio Arnaldo, Dongyu Liu, Laure Berti-Équille, Kalyan Veeramachaneni
The Need for Interpretable Features: Motivation and Taxonomy. SIGKDD Explor. 24 (1) (2022)
Ignacio Arnaldo, Kalyan Veeramachaneni, Mei Lam
eX2: a framework for interactive anomaly detection. IUI Workshops (2019)
Ignacio Arnaldo, Kalyan Veeramachaneni
The Holy Grail of "Systems for Machine Learning": Teaming humans and machine learning for detecting cyber threats. SIGKDD Explor. 21 (2) (2019)
Ankit Arun, Ignacio Arnaldo
Shooting the moving target: machine learning in cybersecurity. OpML (2019)
Ignacio Arnaldo, Ankit Arun, Sumeeth Kyathanahalli, Kalyan Veeramachaneni
Acquire, adapt, and anticipate: continuous learning to block malicious domains. IEEE BigData (2018)
Ignacio Arnaldo, Alfredo Cuesta-Infante, Ankit Arun, Mei Lam, Costas Bassias, Kalyan Veeramachaneni
Learning Representations for Log Data in Cybersecurity. CSCML (2017)
Ignacio Arnaldo, Erik Hemberg, Una-May O'Reilly
Multi-Line Batch Scheduling by Similarity. GECCO (Companion) (2016)
Kalyan Veeramachaneni, Ignacio Arnaldo, Vamsi Korrapati, Constantinos Bassias, Ke Li
AI^2: Training a Big Data Machine to Defend. BigDataSecurity/HPSC/IDS (2016)
Kalyan Veeramachaneni, Ignacio Arnaldo, Owen Derby, Una-May O'Reilly
FlexGP - Cloud-Based Ensemble Learning with Genetic Programming for Large Regression Problems. J. Grid Comput. 13 (3) (2015)
Ignacio Arnaldo, Una-May O'Reilly, Kalyan Veeramachaneni
Building Predictive Models via Feature Synthesis. GECCO (2015)
Ignacio Arnaldo, Kalyan Veeramachaneni, Andrew Song, Una-May O'Reilly
Bring Your Own Learner: A Cloud-Based, Data-Parallel Commons for Machine Learning. IEEE Comput. Intell. Mag. 10 (1) (2015)
Ignacio Arnaldo, Kalyan Veeramachaneni, Una-May O'Reilly
Flash: A GP-GPU Ensemble Learning System for Handling Large Datasets. EuroGP (2014)
Iván Contreras, Ignacio Arnaldo, Natalio Krasnogor, José Ignacio Hidalgo
Blind optimisation problem instance classification via enhanced universal similarity metric. Memetic Comput. 6 (4) (2014)
Ignacio Arnaldo, Krzysztof Krawiec, Una-May O'Reilly
Multiple regression genetic programming. GECCO (2014)
Ignacio Arnaldo, Iván Contreras, David Millán-Ruiz, José Ignacio Hidalgo, Natalio Krasnogor
Matching island topologies to problem structure in parallel evolutionary algorithms. Soft Comput. 17 (7) (2013)
Ignacio Arnaldo, Alfredo Cuesta-Infante, J. Manuel Colmenar, José L. Risco-Martín, José L. Ayala
Boosting the 3D thermal-aware floorplanning problem through a master-worker parallel MOEA. Concurr. Comput. Pract. Exp. 25 (8) (2013)
Ignacio Arnaldo, José Luis Risco-Martín, José Luis Ayala, José Ignacio Hidalgo
Power profiling-guided floorplanner for 3D multi-processor systems-on-chip. IET Circuits Devices Syst. 6 (5) (2012)
Ignacio Arnaldo, Alessandro Vincenzi, José Luis Ayala, José Luis Risco-Martín, José Ignacio Hidalgo, Martino Ruggiero, David Atienza
Fast and scalable temperature-driven floorplan design in 3D MPSoCs. LATW (2012)
Ignacio Arnaldo, José L. Risco-Martín, José L. Ayala, José Ignacio Hidalgo
Power Profiling-Guided Floorplanner for Thermal Optimization in 3D Multiprocessor Architectures. PATMOS (2011)