CONTACT INFORMATION:
PUBLICATIONS
- I. Laña, J. Del Ser, M. Vélez, and I. Oregi, “Joint feature selection and parameter tuning for short-term traffic flow forecasting based on heuristically optimized multi-layer neural networks,” in International conference on harmony search algorithm, 2017, p. 91–100.
[Bibtex]@inproceedings{lana2017joint, title={Joint feature selection and parameter tuning for short-term traffic flow forecasting based on heuristically optimized multi-layer neural networks}, author={La{\~n}a, Ibai and Del Ser, Javier and V{\'e}lez, Manuel and Oregi, Izaskun}, booktitle={International Conference on Harmony Search Algorithm}, pages={91--100}, year={2017}, organization={Springer, Singapore} }
- E. Villar-Rodriguez, J. Del Ser, I. Oregi, M. N. Bilbao, and S. Gil-Lopez, “Detection of non-technical losses in smart meter data based on load curve profiling and time series analysis,” Energy, vol. 137, p. 118–128, 2017.
[Bibtex]@article{villar2017detection, title={Detection of non-technical losses in smart meter data based on load curve profiling and time series analysis}, author={Villar-Rodriguez, Esther and Del Ser, Javier and Oregi, Izaskun and Bilbao, Miren Nekane and Gil-Lopez, Sergio}, journal={Energy}, volume={137}, pages={118--128}, year={2017}, publisher={Pergamon} }
- I. Oregi, J. Del Ser, A. Pérez, and J. A. Lozano, “Nature-inspired approaches for distance metric learning in multivariate time series classification,” in Evolutionary computation (cec), 2017 ieee congress on, 2017, p. 1992–1998.
[Bibtex]@inproceedings{oregi2017nature, title={Nature-inspired approaches for distance metric learning in multivariate time series classification}, author={Oregi, Izaskun and Del Ser, Javier and P{\'e}rez, Aritz and Lozano, Jos{\'e} A}, booktitle={Evolutionary Computation (CEC), 2017 IEEE Congress on}, pages={1992--1998}, year={2017}, organization={IEEE} }
- I. Oregi, A. Pérez, J. Del Ser, and J. A. Lozano, “On-line dynamic time warping for streaming time series,” in Joint european conference on machine learning and knowledge discovery in databases, 2017, p. 591–605.
[Bibtex]@inproceedings{oregi2017line, title={On-Line Dynamic Time Warping for Streaming Time Series}, author={Oregi, Izaskun and P{\'e}rez, Aritz and Del Ser, Javier and Lozano, Jos{\'e} A}, booktitle={Joint European Conference on Machine Learning and Knowledge Discovery in Databases}, pages={591--605}, year={2017}, organization={Springer, Cham} }
- I. Oregi, J. Del Ser, A. Perez, and J. A. Lozano, “Adversarial sample crafting for time series classification with elastic similarity measures,” in International symposium on intelligent and distributed computing, 2018, p. 26–39.
[Bibtex]@inproceedings{oregi2018adversarial, title={Adversarial Sample Crafting for Time Series Classification with Elastic Similarity Measures}, author={Oregi, Izaskun and Del Ser, Javier and Perez, Aritz and Lozano, Jose A}, booktitle={International Symposium on Intelligent and Distributed Computing}, pages={26--39}, year={2018}, organization={Springer, Cham} }