Izaskun Oregi

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 35

Top Topics

Traveling Salesman

Packing Problem

Similarity Measure

Tabu Search Algorithm

Top Venues

Publications

Eneko Osaba, Matic Petric, Izaskun Oregi, Raphael Seidel, Alejandra Ruiz, Michail-Alexandros Kourtis
Eclipse Qrisp QAOA: description and preliminary comparison with Qiskit counterparts. CoRR (2024)
Antón Makarov, Carlos Pérez-Herradón, Giacomo Franceschetto, Márcio M. Taddei, Eneko Osaba, Paloma del Barrio Cabello, Esther Villar-Rodriguez, Izaskun Oregi
Quantum Optimization Methods for Satellite Mission Planning. IEEE Access 12 (2024)
Eneko Osaba, Esther Villar-Rodriguez, Aitor Gomez-Tejedor, Izaskun Oregi
Hybrid Quantum Solvers in Production: how to succeed in the NISQ era? CoRR (2024)
Sebastián V. Romero, Eneko Osaba, Esther Villar-Rodriguez, Izaskun Oregi, Yue Ban
Hybrid Approach for Solving Real-World Bin Packing Problem Instances Using Quantum Annealers. CoRR (2023)
Antón Makarov, Márcio M. Taddei, Eneko Osaba, Giacomo Franceschetto, Esther Villar-Rodriguez, Izaskun Oregi
Optimization of Image Acquisition for Earth Observation Satellites via Quantum Computing. IDEAL (2023)
Eneko Osaba, Guillaume Gelabert, Esther Villar-Rodriguez, Antón Asla, Izaskun Oregi
A Quantum Computing-based System for Portfolio Optimization using Future Asset Values and Automatic Reduction of the Investment Universe. CoRR (2023)
Mikel Garcia de Andoin, Alberto Bottarelli, Sebastian Schmitt, Izaskun Oregi, Philipp Hauke, Mikel Sanz
Formulation of the Electric Vehicle Charging and Routing Problem for a Hybrid Quantum-Classical Search Space Reduction Heuristic. ITSC (2023)
Mikel Garcia de Andoin, Izaskun Oregi, Esther Villar-Rodriguez, Eneko Osaba, Mikel Sanz
Comparative Benchmark of a Quantum Algorithm for the Bin Packing Problem. SSCI (2022)
Ruilin Liu, Sebastián V. Romero, Izaskun Oregi, Eneko Osaba, Esther Villar-Rodriguez, Yue Ban
Digital Quantum Simulation and Circuit Learning for the Generation of Coherent States. Entropy 24 (11) (2022)
Esther Villar-Rodriguez, Eneko Osaba, Izaskun Oregi
Analyzing the behaviour of D'WAVE quantum annealer: fine-tuning parameterization and tests with restrictive Hamiltonian formulations. SSCI (2022)
Izaskun Oregi, Aritz Pérez, Javier Del Ser, José Antonio Lozano
An active adaptation strategy for streaming time series classification based on elastic similarity measures. Neural Comput. Appl. 34 (16) (2022)
Eneko Osaba, Esther Villar-Rodriguez, Izaskun Oregi
A Systematic Literature Review of Quantum Computing for Routing Problems. IEEE Access 10 (2022)
Esther Villar-Rodriguez, Eneko Osaba, Izaskun Oregi
Analyzing the behaviour of D'WAVE quantum annealer: fine-tuning parameterization and tests with restrictive Hamiltonian formulations. CoRR (2022)
Mikel Garcia de Andoin, Eneko Osaba, Izaskun Oregi, Esther Villar-Rodriguez, Mikel Sanz
Hybrid quantum-classical heuristic for the bin packing problem. GECCO Companion (2022)
Ibai Laña, Izaskun Oregi, Javier Del Ser
Soft Sensing Methods for the Generation of Plausible Traffic Data in Sensor-less Locations. ITSC (2021)
Eneko Osaba, Esther Villar-Rodriguez, Izaskun Oregi, Aitor Moreno-Fernandez-de-Leceta
Focusing on the hybrid quantum computing - Tabu search algorithm: new results on the Asymmetric Salesman Problem. GECCO Companion (2021)
Irati Ibanez-Hidalgo, Izaskun Oregi, Sergio Gil-Lopez, Angel Perez-Basante, Alain Sanchez-Ruiz, Ainhoa Pujana, Asier Zubizarreta, Salvador Ceballos
Methodology to Compare Meta-heuristic Algorithms to Solve Selective Harmonic Elimination-PWM and Optimal Pulse Pattern Formulations. IECON (2021)
Eneko Osaba, Esther Villar-Rodriguez, Izaskun Oregi, Aitor Moreno-Fernandez-de-Leceta
Focusing on the Hybrid Quantum Computing - Tabu Search Algorithm: new results on the Asymmetric Salesman Problem. CoRR (2021)
Eneko Osaba, Esther Villar-Rodriguez, Izaskun Oregi, Aitor Moreno-Fernandez-de-Leceta
Hybrid Quantum Computing - Tabu Search Algorithm for Partitioning Problems: Preliminary Study on the Traveling Salesman Problem. CEC (2021)
Izaskun Oregi, Javier Del Ser, Aritz Pérez, José Antonio Lozano
Robust image classification against adversarial attacks using elastic similarity measures between edge count sequences. Neural Networks 128 (2020)
Javier Del Ser, Ibai Laña, Eric L. Manibardo, Izaskun Oregi, Eneko Osaba, Jesus L. Lobo, Miren Nekane Bilbao, Eleni I. Vlahogianni
Deep Echo State Networks for Short-Term Traffic Forecasting: Performance Comparison and Statistical Assessment. ITSC (2020)
Eneko Osaba, Esther Villar-Rodriguez, Izaskun Oregi, Aitor Moreno-Fernandez-de-Leceta
Hybrid Quantum Computing - Tabu Search Algorithm for Partitioning Problems: preliminary study on the Traveling Salesman Problem. CoRR (2020)
Jesus L. Lobo, Izaskun Oregi, Albert Bifet, Javier Del Ser
Exploiting the stimuli encoding scheme of evolving Spiking Neural Networks for stream learning. Neural Networks 123 (2020)
Javier Del Ser, Ibai Lana, Eric L. Manibardo, Izaskun Oregi, Eneko Osaba, Jesus L. Lobo, Miren Nekane Bilbao, Eleni I. Vlahogianni
Deep Echo State Networks for Short-Term Traffic Forecasting: Performance Comparison and Statistical Assessment. CoRR (2020)
Jesus L. Lobo, Izaskun Oregi, Albert Bifet, Javier Del Ser
Exploiting a Stimuli Encoding Scheme of Spiking Neural Networks for Stream Learning. CoRR (2019)
Aritz D. Martinez, Eneko Osaba, Izaskun Oregi, Iztok Fister Jr., Iztok Fister, Javier Del Ser
Hybridizing differential evolution and novelty search for multimodal optimization problems. GECCO (Companion) (2019)
Izaskun Oregi, Aritz Pérez, Javier Del Ser, José Antonio Lozano
On-line Elastic Similarity Measures for time series. Pattern Recognit. 88 (2019)
Antonio Benítez-Hidalgo, Antonio J. Nebro, José García-Nieto, Izaskun Oregi, Javier Del Ser
jMetalPy: A Python framework for multi-objective optimization with metaheuristics. Swarm Evol. Comput. 51 (2019)
Ibai Laña, Esther Villar-Rodriguez, Urtats Etxegarai, Izaskun Oregi, Javier Del Ser
A Question of Trust: Statistical Characterization of Long-Term Traffic Estimations for their Improved Actionability. ITSC (2019)
Jesus L. Lobo, Igor Ballesteros, Izaskun Oregi, Javier Del Ser
Real-time Electrical Power Prediction in a Combined Cycle Power Plant. CoRR (2019)
Antonio Benítez-Hidalgo, Antonio J. Nebro, José García-Nieto, Izaskun Oregi, Javier Del Ser
jMetalPy: a Python Framework for Multi-Objective Optimization with Metaheuristics. CoRR (2019)
Izaskun Oregi, Javier Del Ser, Aritz Pérez, José Antonio Lozano
Adversarial Sample Crafting for Time Series Classification with Elastic Similarity Measures. IDC (2018)
Ibai Laña, Javier Del Ser, Manuel Vélez, Izaskun Oregi
Joint Feature Selection and Parameter Tuning for Short-Term Traffic Flow Forecasting Based on Heuristically Optimized Multi-layer Neural Networks. ICHSA (2017)
Izaskun Oregi, Javier Del Ser, Aritz Pérez, José Antonio Lozano
Nature-inspired approaches for distance metric learning in multivariate time series classification. CEC (2017)
Izaskun Oregi, Aritz Pérez, Javier Del Ser, José Antonio Lozano
On-Line Dynamic Time Warping for Streaming Time Series. ECML/PKDD (2) (2017)