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Esther Villar-Rodriguez
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2020 – today
- 2024
- [j12]Antón Makarov
, Carlos Pérez-Herradón
Quantum Optimization Methods for Satellite Mission Planning. IEEE Access 12: 71808-71820 (2024) - [c22]Eneko Osaba, Esther Villar-Rodriguez, Aitor Gomez-Tejedor, Izaskun Oregi:
Hybrid Quantum Solvers in Production: How to Succeed in the NISQ Era? IDEAL (2) 2024: 423-434 - [i20]Eneko Osaba, Esther Villar-Rodriguez, Aitor Gomez-Tejedor, Izaskun Oregi:
Hybrid Quantum Solvers in Production: how to succeed in the NISQ era? CoRR abs/2401.10302 (2024) - [i19]Eneko Osaba, Esther Villar-Rodriguez, Antón Asla:
Solving a Real-World Package Delivery Routing Problem Using Quantum Annealers. CoRR abs/2403.15114 (2024) - [i18]Eneko Osaba, Esther Villar-Rodriguez:
QOPTLib: a Quantum Computing Oriented Benchmark for Combinatorial Optimization Problems. CoRR abs/2404.15852 (2024) - [i17]Eneko Osaba, Esther Villar-Rodriguez, Antón Asla:
Exploring Utility in a Real-World Warehouse Optimization Problem: Formulation Based on Quantum Annealers and Preliminary Results. CoRR abs/2409.09706 (2024) - [i16]Eneko Osaba, Esther Villar-Rodriguez, Javier Del Ser, Antonio J. Nebro, Daniel Molina, Antonio LaTorre, Ponnuthurai N. Suganthan, Carlos A. Coello Coello, Francisco Herrera:
A Tutorial on the Design, Experimentation and Application of Metaheuristic Algorithms to Real-World Optimization Problems. CoRR abs/2410.03205 (2024) - 2023
- [j11]Esther Villar-Rodriguez, María Arostegi Pérez, Ana I. Torre-Bastida
Edge intelligence secure frameworks: Current state and future challenges. Comput. Secur. 130: 103278 (2023) - [j10]Alain Andres
Collaborative training of heterogeneous reinforcement learning agents in environments with sparse rewards: what and when to share? Neural Comput. Appl. 35(23): 16753-16780 (2023) - [j9]Eric L. Manibardo
A Graph-Based Methodology for the Sensorless Estimation of Road Traffic Profiles. IEEE Trans. Intell. Transp. Syst. 24(8): 8701-8715 (2023) - [c21]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: 3-14 - [c20]Sebastián V. Romero
Solving Logistic-Oriented Bin Packing Problems Through a Hybrid Quantum-Classical Approach. ITSC 2023: 2239-2245 - [c19]Esther Villar-Rodriguez, Aitor Gomez-Tejedor, Eneko Osaba:
Hybrid Classical-Quantum Computing: Are we Forgetting the Classical Part in the Binomial? QCE 2023: 264-265 - [i15]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 abs/2303.01977 (2023) - [i14]Alain Andres, Lukas Schäfer, Esther Villar-Rodriguez, Stefano V. Albrecht, Javier Del Ser:
Using Offline Data to Speed-up Reinforcement Learning in Procedurally Generated Environments. CoRR abs/2304.09825 (2023) - [i13]Eneko Osaba, Esther Villar-Rodriguez, Sebastián V. Romero:
Benchmark dataset and instance generator for Real-World Three-Dimensional Bin Packing Problems. CoRR abs/2304.14712 (2023) - [i12]Sebastián V. Romero, Eneko Osaba, Esther Villar-Rodriguez, Antón Asla:
Solving Logistic-Oriented Bin Packing Problems Through a Hybrid Quantum-Classical Approach. CoRR abs/2308.02787 (2023) - [i11]Esther Villar-Rodriguez, Aitor Gomez-Tejedor, Eneko Osaba:
Hybrid classical-quantum computing: are we forgetting the classical part in the binomial? CoRR abs/2308.10513 (2023) - [i10]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 abs/2309.12627 (2023) - 2022
- [j8]Eneko Osaba
A Systematic Literature Review of Quantum Computing for Routing Problems. IEEE Access 10: 55805-55817 (2022) - [j7]Ruilin Liu, Sebastián V. Romero
Digital Quantum Simulation and Circuit Learning for the Generation of Coherent States. Entropy 24(11): 1529 (2022) - [c18]Alain Andres, Esther Villar-Rodriguez, Javier Del Ser:
An Evaluation Study of Intrinsic Motivation Techniques Applied to Reinforcement Learning over Hard Exploration Environments. CD-MAKE 2022: 201-220 - [c17]Mikel Garcia de Andoin
Hybrid quantum-classical heuristic for the bin packing problem. GECCO Companion 2022: 2214-2222 - [c16]Alain Andres
Towards Improving Exploration in Self-Imitation Learning using Intrinsic Motivation. SSCI 2022: 890-899 - [c15]Mikel Garcia de Andoin
Comparative Benchmark of a Quantum Algorithm for the Bin Packing Problem. SSCI 2022: 930-937 - [c14]Esther Villar-Rodriguez
Analyzing the behaviour of D'WAVE quantum annealer: fine-tuning parameterization and tests with restrictive Hamiltonian formulations. SSCI 2022: 938-946 - [i9]Eric L. Manibardo, Ibai Laña, Esther Villar-Rodriguez, Javier Del Ser:
On the Design of Graph Embeddings for the Sensorless Estimation of Road Traffic Profiles. CoRR abs/2201.04968 (2022) - [i8]Alain Andres, Esther Villar-Rodriguez, Javier Del Ser:
Collaborative Training of Heterogeneous Reinforcement Learning Agents in Environments with Sparse Rewards: What and When to Share? CoRR abs/2202.12174 (2022) - [i7]Alain Andres, Esther Villar-Rodriguez, Javier Del Ser:
An Evaluation Study of Intrinsic Motivation Techniques applied to Reinforcement Learning over Hard Exploration Environments. CoRR abs/2205.11184 (2022) - [i6]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 abs/2207.00253 (2022) - [i5]Alain Andres, Esther Villar-Rodriguez, Javier Del Ser:
Towards Improving Exploration in Self-Imitation Learning using Intrinsic Motivation. CoRR abs/2211.16838 (2022) - 2021
- [j6]Aritz D. Martinez
Lights and shadows in Evolutionary Deep Learning: Taxonomy, critical methodological analysis, cases of study, learned lessons, recommendations and challenges. Inf. Fusion 67: 161-194 (2021) - [j5]Eneko Osaba
A Tutorial On the design, experimentation and application of metaheuristic algorithms to real-World optimization problems. Swarm Evol. Comput. 64: 100888 (2021) - [c13]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: 351-358 - [c12]Eneko Osaba, Esther Villar-Rodriguez
Focusing on the hybrid quantum computing - Tabu search algorithm: new results on the Asymmetric Salesman Problem. GECCO Companion 2021: 1476-1482 - [c11]Alain Andres
Collaborative Exploration and Reinforcement Learning between Heterogeneously Skilled Agents in Environments with Sparse Rewards. IJCNN 2021: 1-10 - [i4]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 abs/2102.05919 (2021) - 2020
- [c10]Eneko Osaba, Esther Villar-Rodriguez, Javier Del Ser:
A Coevolutionary Variable Neighborhood Search Algorithm for Discrete Multitasking (CoVNS): Application to Community Detection over Graphs. SSCI 2020: 768-774 - [i3]Aritz D. Martinez, Javier Del Ser, Esther Villar-Rodriguez, Eneko Osaba, Javier Poyatos, Siham Tabik, Daniel Molina, Francisco Herrera:
Lights and Shadows in Evolutionary Deep Learning: Taxonomy, Critical Methodological Analysis, Cases of Study, Learned Lessons, Recommendations and Challenges. CoRR abs/2008.03620 (2020) - [i2]Eneko Osaba, Esther Villar-Rodriguez, Javier Del Ser:
A Coevolutionary Variable Neighborhood Search Algorithm for Discrete Multitasking (CoVNS): Application to Community Detection over Graphs. CoRR abs/2009.14477 (2020) - [i1]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 abs/2012.04984 (2020)
2010 – 2019
- 2019
- [c9]Ibai Laña
A Question of Trust: Statistical Characterization of Long-Term Traffic Estimations for their Improved Actionability. ITSC 2019: 1922-1928 - 2017
- [j4]Esther Villar-Rodriguez, Javier Del Ser, Sergio Gil-Lopez, Miren Nekane Bilbao, Sancho Salcedo-Sanz:
A meta-heuristic learning approach for the non-intrusive detection of impersonation attacks in social networks. Int. J. Bio Inspired Comput. 10(2): 109-118 (2017) - [c8]Jesus L. Lobo
On the Creation of Diverse Ensembles for Nonstationary Environments Using Bio-inspired Heuristics. ICHSA 2017: 67-77 - 2016
- [j3]Esther Villar-Rodriguez
A novel machine learning approach to the detection of identity theft in social networks based on emulated attack instances and support vector machines. Concurr. Comput. Pract. Exp. 28(4): 1385-1395 (2016) - [j2]Esther Villar-Rodriguez
A feature selection method for author identification in interactive communications based on supervised learning and language typicality. Eng. Appl. Artif. Intell. 56: 175-184 (2016) - [c7]Javier Del Ser
Community detection in graphs based on surprise maximization using firefly heuristics. CEC 2016: 2233-2239 - [c6]Esther Villar-Rodriguez
A novel adaptive density-based ACO algorithm with minimal encoding redundancy for clustering problems. CEC 2016: 3139-3145 - [c5]Ana I. Torre-Bastida
Intelligent SPARQL Endpoints: Optimizing Execution Performance by Automatic Query Relaxation and Queue Scheduling. ICA3PP 2016: 3-17 - 2015
- [j1]Ana I. Torre-Bastida, Esther Villar-Rodriguez, Sergio Gil-Lopez, Javier Del Ser:
Design and Implementation of an Extended Corporate CRMDatabase System with Big Data Analytical Functionalities. J. Univers. Comput. Sci. 21(6): 757-776 (2015) - 2014
- [c4]Ana I. Torre-Bastida
Semantic Information Fusion of Linked Open Data and Social Big Data for the Creation of an Extended Corporate CRM Database. IDC 2014: 211-221 - [c3]Esther Villar-Rodriguez
On a Machine Learning Approach for the Detection of Impersonation Attacks in Social Networks. IDC 2014: 259-268 - [c2]Ana I. Torre-Bastida
On Interlinking Linked Data Sources by Using Ontology Matching Techniques and the Map-Reduce Framework. IDEAL 2014: 53-60 - 2013
- [c1]Esther Villar-Rodriguez, Ana I. Torre-Bastida, Ana García-Serrano, Martín González-Rodríguez:
Using Linked Open Data Sources for Entity Disambiguation. CLEF (Working Notes) 2013
Coauthor Index
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last updated on 2024-12-08 01:31 CET by the dblp team
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