Ignacio Arnaldo

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