Ignacio Arnaldo
Ignacio Arnaldo
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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
Multiple regression genetic programming
I Arnaldo, K Krawiec, UM O'Reilly
Proceedings of the 2014 Annual Conference on Genetic and Evolutionary …, 2014
Building predictive models via feature synthesis
I Arnaldo, UM O'Reilly, K Veeramachaneni
Proceedings of the 2015 annual conference on genetic and evolutionary …, 2015
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
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
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
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
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
Copula optimization method and apparatus for identifying and detecting threats to an enterprise or e-commerce system and other applications
U Veeramachaneni, V Korrapati, C Bassias, I Arnaldo
US Patent 10,044,762, 2018
Blind optimisation problem instance classification via enhanced universal similarity metric
I Contreras, I Arnaldo, N Krasnogor, JI Hidalgo
Memetic Computing 6, 263-276, 2014
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
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
Power profiling-guided floorplanner for thermal optimization in 3D multiprocessor architectures
I Arnaldo, JL Risco-Martín, JL Ayala, JI Hidalgo
Integrated Circuit and System Design. Power and Timing Modeling …, 2011
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
eX2: a framework for interactive anomaly detection.
I Arnaldo, K Veeramachaneni, M Lam
IUI Workshops, 2019
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
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
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
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
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
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