Nature-inspired approaches for distance metric learning in multivariate time series classification. - Izaskun Oregi; Javier Del Ser; Aritz Pérez; José Antonio Lozano 001 (CEC, 2017)

Joint Feature Selection and Parameter Tuning for Short-Term Traffic Flow Forecasting Based on Heuristically Optimized Multi-layer Neural Networks. - Ibai Laña; Javier Del Ser; Manuel Vélez; Izaskun Oregi (ICHSA, 2017)

On-Line Dynamic Time Warping for Streaming Time Series. - Izaskun Oregi; Aritz Pérez; Javier Del Ser; José Antonio Lozano 001 (ECML/PKDD (2), 2017)

Adversarial Sample Crafting for Time Series Classification with Elastic Similarity Measures. - Izaskun Oregi; Javier Del Ser; Aritz Pérez; José Antonio Lozano 001 (IDC, 2018)

Hybridizing differential evolution and novelty search for multimodal optimization problems. - Aritz D. Martinez; Eneko Osaba; Izaskun Oregi; Iztok Fister Jr.; Iztok Fister 001; Javier Del Ser (GECCO (Companion), 2019)

A Question of Trust: Statistical Characterization of Long-Term Traffic Estimations for their Improved Actionability. - Ibai Laña; Esther Villar-Rodriguez; Urtats Etxegarai; Izaskun Oregi; Javier Del Ser (ITSC, 2019)

Real-time Electrical Power Prediction in a Combined Cycle Power Plant. - Jesus L. Lobo; Igor Ballesteros; Izaskun Oregi; Javier Del Ser (CoRR, 2019)

Exploiting a Stimuli Encoding Scheme of Spiking Neural Networks for Stream Learning. - Jesus L. Lobo; Izaskun Oregi; Albert Bifet; Javier Del Ser (CoRR, 2019)

On-line Elastic Similarity Measures for time series. - Izaskun Oregi; Aritz Pérez; Javier Del Ser; José Antonio Lozano 001 (Pattern Recognit., 2019)

jMetalPy: A Python framework for multi-objective optimization with metaheuristics. - Antonio Benítez-Hidalgo; Antonio J. Nebro; José García-Nieto; Izaskun Oregi; Javier Del Ser (Swarm Evol. Comput., 2019)

Deep Echo State Networks for Short-Term Traffic Forecasting: Performance Comparison and Statistical Assessment. - Javier Del Ser; Ibai Laña; Eric L. Manibardo; Izaskun Oregi; Eneko Osaba; Jesus L. Lobo; Miren Nekane Bilbao; Eleni I. Vlahogianni (ITSC, 2020)

Exploiting the stimuli encoding scheme of evolving Spiking Neural Networks for stream learning. - Jesus L. Lobo; Izaskun Oregi; Albert Bifet; Javier Del Ser (Neural Networks, 2020)

Robust image classification against adversarial attacks using elastic similarity measures between edge count sequences. - Izaskun Oregi; Javier Del Ser; Aritz Pérez; José Antonio Lozano 001 (Neural Networks, 2020)

Hybrid Quantum Computing - Tabu Search Algorithm for Partitioning Problems: Preliminary Study on the Traveling Salesman Problem. - Eneko Osaba; Esther Villar-Rodriguez; Izaskun Oregi; Aitor Moreno-Fernandez-de-Leceta (CEC, 2021)

Focusing on the hybrid quantum computing - Tabu search algorithm: new results on the Asymmetric Salesman Problem. - Eneko Osaba; Esther Villar-Rodriguez; Izaskun Oregi; Aitor Moreno-Fernandez-de-Leceta (GECCO Companion, 2021)

Methodology to Compare Meta-heuristic Algorithms to Solve Selective Harmonic Elimination-PWM and Optimal Pulse Pattern Formulations. - Irati Ibanez-Hidalgo; Izaskun Oregi; Sergio Gil-Lopez; Angel Perez-Basante; Alain Sanchez-Ruiz; Ainhoa Pujana; Asier Zubizarreta; Salvador Ceballos (IECON, 2021)

Soft Sensing Methods for the Generation of Plausible Traffic Data in Sensor-less Locations. - Ibai Laña; Izaskun Oregi; Javier Del Ser (ITSC, 2021)

Hybrid quantum-classical heuristic for the bin packing problem. - Mikel Garcia de Andoin; Eneko Osaba; Izaskun Oregi; Esther Villar-Rodriguez; Mikel Sanz (GECCO Companion, 2022)

Comparative Benchmark of a Quantum Algorithm for the Bin Packing Problem. - Mikel Garcia de Andoin; Izaskun Oregi; Esther Villar-Rodriguez; Eneko Osaba; Mikel Sanz (SSCI, 2022)

Analyzing the behaviour of D'WAVE quantum annealer: fine-tuning parameterization and tests with restrictive Hamiltonian formulations. - Esther Villar-Rodriguez; Eneko Osaba; Izaskun Oregi (SSCI, 2022)

A Systematic Literature Review of Quantum Computing for Routing Problems. - Eneko Osaba; Esther Villar-Rodriguez; Izaskun Oregi (IEEE Access, 2022)

Digital Quantum Simulation and Circuit Learning for the Generation of Coherent States. - Ruilin Liu; Sebastián V. Romero; Izaskun Oregi; Eneko Osaba; Esther Villar-Rodriguez; Yue Ban (Entropy, 2022)

An active adaptation strategy for streaming time series classification based on elastic similarity measures. - Izaskun Oregi; Aritz Pérez; Javier Del Ser; José Antonio Lozano 001 (Neural Comput. Appl., 2022)

Optimization of Image Acquisition for Earth Observation Satellites via Quantum Computing. - Antón Makarov; Márcio M. Taddei; Eneko Osaba; Giacomo Franceschetto; Esther Villar-Rodriguez; Izaskun Oregi (IDEAL, 2023)

Formulation of the Electric Vehicle Charging and Routing Problem for a Hybrid Quantum-Classical Search Space Reduction Heuristic. - Mikel Garcia de Andoin; Alberto Bottarelli; Sebastian Schmitt; Izaskun Oregi; Philipp Hauke; Mikel Sanz (ITSC, 2023)

Hybrid Approach for Solving Real-World Bin Packing Problem Instances Using Quantum Annealers. - Sebastián V. Romero; Eneko Osaba; Esther Villar-Rodriguez; Izaskun Oregi; Yue Ban (CoRR, 2023)

A Quantum Computing-based System for Portfolio Optimization using Future Asset Values and Automatic Reduction of the Investment Universe. - Eneko Osaba; Guillaume Gelabert; Esther Villar-Rodriguez; Antón Asla; Izaskun Oregi (CoRR, 2023)

Hybrid Quantum Solvers in Production: How to Succeed in the NISQ Era? - Eneko Osaba; Esther Villar-Rodriguez; Aitor Gomez-Tejedor; Izaskun Oregi (IDEAL (2), 2024)

Quantum Optimization Methods for Satellite Mission Planning. - Antón Makarov; Carlos Pérez-Herradón; Giacomo Franceschetto; Márcio M. Taddei; Eneko Osaba; Paloma del Barrio Cabello; Esther Villar-Rodriguez; Izaskun Oregi (IEEE Access, 2024)

Eclipse Qrisp QAOA: description and preliminary comparison with Qiskit counterparts. - Eneko Osaba; Matic Petric; Izaskun Oregi; Raphael Seidel; Alejandra Ruiz 001; Michail-Alexandros Kourtis (CoRR, 2024)

On the Transfer of Knowledge in Quantum Algorithms. - Esther Villar-Rodriguez; Eneko Osaba; Izaskun Oregi; Sebastián V. Romero; Julián Ferreiro-Vélez (CoRR, 2025)

Exploring the application of quantum technologies to industrial and real-world use cases. - Eneko Osaba; Esther Villar-Rodriguez; Izaskun Oregi (J. Supercomput., 2025)