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Ignacio Arnaldo
Ignacio Arnaldo
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Year
AI^2: Training a Big Data Machine to Defend
KL K. Veeramachaneni, I. Arnaldo, V. Korrapati, C. Bassias
2016 IEEE 2nd International Conference on Big Data Security on Cloud …, 2016
3452016
Multiple regression genetic programming
I Arnaldo, K Krawiec, UM O'Reilly
Proceedings of the 2014 Annual Conference on Genetic and Evolutionary …, 2014
1402014
Building predictive models via feature synthesis
I Arnaldo, UM O'Reilly, K Veeramachaneni
Proceedings of the 2015 annual conference on genetic and evolutionary …, 2015
992015
Method and system for training a big data machine to defend
U Veeramachaneni, V Korrapati, C Bassias, I Arnaldo, K Li
US Patent 9,904,893, 2018
562018
Learning representations for log data in cybersecurity
I Arnaldo, A Cuesta-Infante, A Arun, M Lam, C Bassias, ...
Cyber Security Cryptography and Machine Learning: First International …, 2017
322017
Bring your own learner: A cloud-based, data-parallel commons for machine learning
I Arnaldo, K Veeramachaneni, A Song, UM O'Reilly
IEEE Computational Intelligence Magazine 10 (1), 20-32, 2015
292015
FlexGP: Cloud-Based Ensemble Learning with Genetic Programming for Large Regression Problems
K Veeramachaneni, I Arnaldo, O Derby, UM O’Reilly
Journal of Grid Computing, 1-17, 2014
282014
Matching island topologies to problem structure in parallel evolutionary algorithms
I Arnaldo, I Contreras, D Millán-Ruiz, JI Hidalgo, N Krasnogor
Soft Computing 17, 1209-1225, 2013
242013
The need for interpretable features: Motivation and taxonomy
A Zytek, I Arnaldo, D Liu, L Berti-Equille, K Veeramachaneni
ACM SIGKDD Explorations Newsletter 24 (1), 1-13, 2022
222022
The Holy Grail of "Systems for Machine Learning": Teaming humans and machine learning for detecting cyber threats
I Arnaldo, K Veeramachaneni
ACM SIGKDD Explorations Newsletter 21 (2), 39-47, 2019
122019
Method and system for generating synthetic feature vectors from real, labelled feature vectors in artificial intelligence training of a big data machine to defend
V Chen, I Arnaldo, C Bassias
US Patent 10,848,508, 2020
112020
eX2: a framework for interactive anomaly detection.
I Arnaldo, K Veeramachaneni, M Lam
IUI Workshops, 2019
102019
Blind optimisation problem instance classification via enhanced universal similarity metric
I Contreras, I Arnaldo, N Krasnogor, JI Hidalgo
Memetic Computing 6, 263-276, 2014
102014
Method and system for learning representations for log data in cybersecurity
I Arnaldo, A Arun, M Lam, C Bassias
US Patent 10,367,841, 2019
92019
Acquire, adapt, and anticipate: continuous learning to block malicious domains
I Arnaldo, A Arun, S Kyathanahalli, K Veeramachaneni
2018 IEEE international conference on Big Data (Big Data), 1891-1898, 2018
92018
Computer-implemented process and system employing outlier score detection for identifying and detecting scenario-specific data elements from a dynamic data source
U Veeramachaneni, V Korrapati, C Bassias, I Arnaldo
US Patent 10,264,027, 2019
82019
Flash: A GP-GPU ensemble learning system for handling large datasets
I Arnaldo, K Veeramachaneni, UM O’Reilly
Genetic Programming: 17th European Conference, EuroGP 2014, Granada, Spain …, 2014
82014
Fast and scalable temperature-driven floorplan design in 3D MPSoCs
I Arnaldo, A Vicenzi, JL Ayala, JL Risco, JI Hidalgo, M Ruggiero, ...
2012 13th Latin American Test Workshop (LATW), 1-6, 2012
72012
Power profiling-guided floorplanner for thermal optimization in 3D multiprocessor architectures
I Arnaldo, JL Risco-Martín, JL Ayala, JI Hidalgo
International Workshop on Power and Timing Modeling, Optimization and …, 2011
72011
Boosting the 3D thermal‐aware floorplanning problem through a master‐worker parallel MOEA
I Arnaldo, A Cuesta‐Infante, J Manuel Colmenar, JL Risco‐Martín, ...
Concurrency and Computation: Practice and Experience 25 (8), 1089-1103, 2013
32013
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