Izaskun Oregi
Izaskun Oregi
TECNALIA, Basque Research and Technology Alliance
Verified email at tecnalia.com
Title
Cited by
Cited by
Year
Joint feature selection and parameter tuning for short-term traffic flow forecasting based on heuristically optimized multi-layer neural networks
I Laña, J Del Ser, M Vélez, I Oregi
International conference on harmony search algorithm, 91-100, 2017
122017
jMetalPy: A Python framework for multi-objective optimization with metaheuristics
A Benitez-Hidalgo, AJ Nebro, J Garcia-Nieto, I Oregi, J Del Ser
Swarm and Evolutionary Computation 51, 100598, 2019
112019
On-line dynamic time warping for streaming time series
I Oregi, A Pérez, J Del Ser, JA Lozano
Joint European Conference on Machine Learning and Knowledge Discovery in …, 2017
112017
On-line Elastic Similarity Measures for time series
I Oregi, A Pérez, J Del Ser, JA Lozano
Pattern Recognition 88, 506-517, 2019
72019
Detection of non-technical losses in smart meter data based on load curve profiling and time series analysis
E Villar-Rodriguez, J Del Ser, I Oregi, MN Bilbao, S Gil-Lopez
Energy 137, 118-128, 2017
72017
Adversarial sample crafting for time series classification with elastic similarity measures
I Oregi, J Del Ser, A Perez, JA Lozano
International Symposium on Intelligent and Distributed Computing, 26-39, 2018
42018
Distribution of zeros of the Husimi function in systems with degeneracy
I Oregi, FJ Arranz
Physical Review E 89 (2), 022909, 2014
32014
Nature-inspired approaches for distance metric learning in multivariate time series classification
I Oregi, J Del Ser, A Pérez, JA Lozano
2017 IEEE Congress on Evolutionary Computation (CEC), 1992-1998, 2017
22017
Deep Echo State Networks for Short-Term Traffic Forecasting: Performance Comparison and Statistical Assessment
J Del Ser, I Lana, EL Manibardo, I Oregi, E Osaba, JL Lobo, MN Bilbao, ...
arXiv preprint arXiv:2004.08170, 2020
12020
Robust image classification against adversarial attacks using elastic similarity measures between edge count sequences
I Oregi, J Del Ser, A Pérez, JA Lozano
Neural Networks, 2020
2020
Exploiting the stimuli encoding scheme of evolving Spiking Neural Networks for stream learning
JL Lobo, I Oregi, A Bifet, J Del Ser
Neural Networks 123, 118-133, 2020
2020
Stream Learning in Energy IoT Systems: A Case Study in Combined Cycle Power Plants
JL Lobo, I Ballesteros, I Oregi, J Del Ser, S Salcedo-Sanz
Energies 13 (3), 740, 2020
2020
A Question of Trust: Statistical Characterization of Long-Term Traffic Estimations for their Improved Actionability
I Laña, E Villar-Rodriguez, U Etxegarai, I Oregi, J Del Ser
2019 IEEE Intelligent Transportation Systems Conference (ITSC), 1922-1928, 2019
2019
Hybridizing differential evolution and novelty search for multimodal optimization problems
AD Martinez, E Osaba, I Oregi, I Fister, I Fister, JD Ser
Proceedings of the Genetic and Evolutionary Computation Conference Companion …, 2019
2019
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Articles 1–14