enrique onieva caracuel

Imagen del investigador enrique onieva caracuel

  • Area

    Facultad de Ingeniería

  • Department

    Computing, Electronics and Communication Technologies

  • Email:

    enrique.onieva@deusto.es

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Enrique Onieva (PhD) is a professor in the area of artificial intelligence, machine learning and Big Data at the University of Deusto, as well as Researcher of Intelligent Transportation Systems applications related with data processing, mobility and smart city solutions in the DeustoTech-Mobility research Unit. Director of the PhD program in Engineering for the Information Society and Sustainable Development of the Faculty of Engineering.He has participated in more than 30 research projects. Among them, CYBERCARS-2 (FP6), ICSI (FP7) and PostLowCit (CEF-Transport). Research responsible for the Artificial Intelligence Work Package of the Project TIMON (H2020) and Project Coordinator of the LOGISTAR Project (H2020). He has authored more than 100 scientific articles. From them, more than 50 are published in journals of the highest level. His research has been recognized and awarded several times in international conferences, and his publications get an H-index of 23 (scopus.com).Currently, he is one of the most prolific researchers in his area. His research interest is based on the application of Artificial Intelligence to Intelligent Transportation Systems, including fuzzy-logic based decision, evolutionary optimization, machine learning and deep learning.

PublicationsCV
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Enhanced Dermatology Image Quality Assessment via Cross-Domain Training

Hernandez, Ignacio; Medela, Alfonso; Pasquali, Paola; Aguilar, Andy; Onieva Caracuel, Enrique

Congress name: Enhanced Dermatology Image Quality Assessment via Cross-Domain Training / ISBN: 979-8-4007-1580-8 / Publication name: Enhanced Dermatology Image Quality Assessment via Cross-Domain Training / Date: 2025/12/22

Action Space Size Effects in Reinforcement Learning for the Vehicle Routing Problem

Diaz Aparicio, Jon; Duflo, Gabriel Valentin; Fajardo Calderín, Jenny; Onieva Caracuel, Enrique

Congress name: Action Space Size Effects in Reinforcement Learning for the Vehicle Routing Problem / ISBN: 978-3-032-08461-3 / Country: España / Publication name: Action Space Size Effects in Reinforcement Learning for the Vehicle Routing Problem / Start date: 2025/10/16 / End date: 2025/10/17

Fairness and Accountability in AI-Driven Corporate Social Responsibility: Insights from Small and Medium-Sized Enterprises

Urrutia, Dorleta; Bollain, Julen; Onieva Caracuel, Enrique; Perallos Ruiz, Asier

Congress name: Fairness and Accountability in AI-Driven Corporate Social Responsibility: Insights from Small and Medium-Sized Enterprises / ISBN: 1613-0073 / Country: España / Publication name: Fairness and Accountability in AI-Driven Corporate Social Responsibility: Insights from Small and Medium-Sized Enterprises / Date: 2025/03/01

A Graph Data Model Creation Methodology for Accident Hotspot Prediction in Urban Areas

Diaz Aparicio, Jon; Duflo, Gabriel Valentin; Fajardo Calderín, Jenny; Onieva Caracuel, Enrique; Masegosa Arredondo, Antonio David

Congress name: A Graph Data Model Creation Methodology for Accident Hotspot Prediction in Urban Areas / ISBN: 978-3-031-74186-9 / Country: España / Web: https://haisconference.eu/ / Publication name: A Graph Data Model Creation Methodology for Accident Hotspot Prediction in Urban Areas / Start date: 2024/10/09 / End date: 2024/10/11

Fuzzy Logic Strategy for Traction Control in Parallel Hybrid Vehicles

Gómez, Alvaro; Otaola, Eneko; Onieva Caracuel, Enrique; Arteta, Beñat; Perez Rastelli, Joshue Manuel; Prieto, Pablo

Congress name: Fuzzy Logic Strategy for Traction Control in Parallel Hybrid Vehicles / ISBN: 979-8-3503-9946-2 / Web: https://ieeexplore.ieee.org/xpl/conhome/10420842/proceeding / Publication name: Fuzzy Logic Strategy for Traction Control in Parallel Hybrid Vehicles / Date: 2024/09/01

A Flexible Vehicle Routing Reinforcement Learning Environment for the Reusability of Trained Agents

Diaz Aparicio, Jon; Fajardo Calderín, Jenny; Rodriguez Esparza, Erick; Onieva Caracuel, Enrique

Congress name: A Flexible Vehicle Routing Reinforcement Learning Environment for the Reusability of Trained Agents / ISBN: 979-8-4007-1638-6 / City: Viena / Country: Austria / Web: https://www.iccta.net/ / Publication name: A Flexible Vehicle Routing Reinforcement Learning Environment for the Reusability of Trained Agents / Start date: 2024/05/15 / End date: 2024/05/17

A Fuzzy Logic Ensemble Approach to Concept Drift Detection

Del Campo, Carlos; Sanz Urquijo, Borja; Diaz Aparicio, Jon; Onieva Caracuel, Enrique

Congress name: A Fuzzy Logic Ensemble Approach to Concept Drift Detection / ISBN: 978-3-031-40725-3 / Country: España / Web: https://2023.haisconference.eu/ / Publication name: A Fuzzy Logic Ensemble Approach to Concept Drift Detection / Start date: 2023/09/05 / End date: 2023/09/07

A two-phase metaheuristic approach for the parcel locker location problem: First select then merge

Rodriguez Esparza, Erick; Kampitakis, Emmanouil; Masegosa Arredondo, Antonio David; Onieva Caracuel, Enrique; Vlahogianni, Eleni

Congress name: A two-phase metaheuristic approach for the parcel locker location problem: First select then merge / City: Niza - Francia / Web: https://mt-its2023.eurecom.fr/ / Publication name: A two-phase metaheuristic approach for the parcel locker location problem: First select then merge / Start date: 2023/06/14 / End date: 2023/06/16

Time Series Forecasting Using Artificial Neural Networks

Onieva Caracuel, Enrique; Pastor López, Iker; Gonzalez Cortes, Daniel

Congress name: Time Series Forecasting Using Artificial Neural Networks / Web: https://link.springer.com/chapter/10.1007/978-3-031-15471-3_22 / Publication name: Time Series Forecasting Using Artificial Neural Networks / Start date: 2022/09/05 / End date: 2022/09/07

Deep Transfer Learning for Interpretable Chest X-Ray Diagnosis

Lago, Carlos; Lopez Gazpio, Iñigo; Onieva Caracuel, Enrique

Congress name: Deep Transfer Learning for Interpretable Chest X-Ray Diagnosis / Publication name: Deep Transfer Learning for Interpretable Chest X-Ray Diagnosis / Date: 2021/09/15

Optimization of Warehouse Layout for the Minimization of Operation Times

Díaz, Jon; Rodríguez, Haizea; Fajardo Calderín, Jenny; Angulo Martinez, Ignacio; Onieva Caracuel, Enrique

Congress name: Optimization of Warehouse Layout for the Minimization of Operation Times / Publication name: Optimization of Warehouse Layout for the Minimization of Operation Times / Date: 2021/09/15

Waste Collection Vehicle Routing Problem Using Filling Predictions

Rodríguez, Haizea; Fajardo Calderín, Jenny; Perallos Ruiz, Asier; Onieva Caracuel, Enrique; Díaz, Jon

Congress name: Waste Collection Vehicle Routing Problem Using Filling Predictions / Publication name: Waste Collection Vehicle Routing Problem Using Filling Predictions / Date: 2021/09/15

Ensemble and Fuzzy Techniques Applied to Imbalanced Traffic Congestion Datasets: A Comparative Study

Lopez Garcia, Pedro; Masegosa Arredondo, Antonio David; Onieva Caracuel, Enrique; Osaba Icedo, Eneko

Congress name: Ensemble and Fuzzy Techniques Applied to Imbalanced Traffic Congestion Datasets: A Comparative Study / Publication name: Ensemble and Fuzzy Techniques Applied to Imbalanced Traffic Congestion Datasets: A Comparative Study / Date: 2018/05/01

Real-time predictive maintenance for wind turbines using Big Data frameworks

Cañizo, Mikel; Onieva Caracuel, Enrique

Congress name: Real-time predictive maintenance for wind turbines using Big Data frameworks / Publication name: Real-time predictive maintenance for wind turbines using Big Data frameworks / Date: 2017/07/01

A Comparative Study on the Performance of Evolutionary Fuzzy and Crisp Rule Based Classification Methods in Congestion Prediction

Onieva Caracuel, Enrique; Lopez Garcia, Pedro; Masegosa Arredondo, Antonio David; Osaba Icedo, Eneko; Perallos Ruiz, Asier

Congress name: A Comparative Study on the Performance of Evolutionary Fuzzy and Crisp Rule Based Classification Methods in Congestion Prediction / Publication name: A Comparative Study on the Performance of Evolutionary Fuzzy and Crisp Rule Based Classification Methods in Congestion Prediction / Date: 2016/10/01

TIMON Project: Description and Preliminary Tests for Traffic Prediction Using Evolutionary Techniques

Osaba Icedo, Eneko; Lopez Garcia, Pedro; Masegosa Arredondo, Antonio David; Onieva Caracuel, Enrique; Landaluce Simon, Hugo; Perallos Ruiz, Asier

Congress name: TIMON Project: Description and Preliminary Tests for Traffic Prediction Using Evolutionary Techniques / Publication name: TIMON Project: Description and Preliminary Tests for Traffic Prediction Using Evolutionary Techniques / Date: 2016/07/01

Hybrid Optimization Method Applied to Adaptive Splitting and Selection Algorithm

Lopez Garcia, Pedro; Wozniak, Michal; Onieva Caracuel, Enrique; Perallos Ruiz, Asier

Congress name: Hybrid Optimization Method Applied to Adaptive Splitting and Selection Algorithm / Publication name: Hybrid Optimization Method Applied to Adaptive Splitting and Selection Algorithm / Date: 2016/04/01

Cooperative decision-making ITS architecture based on distributed RSUs

Moreno Emborujo, Asier; Onieva Caracuel, Enrique; Perallos Ruiz, Asier; Iovino, Giovanni; Fernández Muga, Pablo

Congress name: Cooperative decision-making ITS architecture based on distributed RSUs / Publication name: Cooperative decision-making ITS architecture based on distributed RSUs / Date: 2015/12/01

Hybridizing Genetic Algorithm with Cross Entropy for Solving Continuous Functions

Onieva Caracuel, Enrique; Lopez Garcia, Pedro; Masegosa Arredondo, Antonio David; Perallos Ruiz, Asier; Osaba Icedo, Eneko

Congress name: Hybridizing Genetic Algorithm with Cross Entropy for Solving Continuous Functions / Publication name: Hybridizing Genetic Algorithm with Cross Entropy for Solving Continuous Functions / Date: 2015/07/01

A new optimization approach for indoor location based on Differential Evolution

Masegosa Arredondo, Antonio David; Bahillo Martinez, Alfonso; Onieva Caracuel, Enrique; Lopez Garcia, Pedro; Perallos Ruiz, Asier

Congress name: A new optimization approach for indoor location based on Differential Evolution / Publication name: A new optimization approach for indoor location based on Differential Evolution / Date: 2015/06/01

Low-cost Bluetooth foot-mounted IMU for pedestrian tracking in industrial environments

Bahillo Martinez, Alfonso; Angulo Martinez, Ignacio; Onieva Caracuel, Enrique; Perallos Ruiz, Asier; Fernández Muga, Pablo

Congress name: Low-cost Bluetooth foot-mounted IMU for pedestrian tracking in industrial environments / Publication name: Low-cost Bluetooth foot-mounted IMU for pedestrian tracking in industrial environments / Date: 2015/03/01

Optimización de Sistemas Basados en Reglas Difusas para la predicción de congestión a corto plazo

Lopez Garcia, Pedro; Onieva Caracuel, Enrique; Perallos Ruiz, Asier; Arjona Aguilera, Laura; Osaba, Eneko

Congress name: Optimización de Sistemas Basados en Reglas Difusas para la predicción de congestión a corto plazo / City: Mérida-Almendralejo, / Country: España / Web: https://www.eweb.unex.es/eweb/maeb2015/ / Publication name: Optimización de Sistemas Basados en Reglas Difusas para la predicción de congestión a corto plazo / Start date: 2015/02/04 / End date: 2015/02/06

An Asymmetric Multiple Traveling Salesman Problem with Backhauls to solve a Dial-a-Ride Problem

Osaba Icedo, Eneko; Onieva Caracuel, Enrique; Diaz Martin, Jose Fernando; Carballedo Morillo, Roberto; Lopez Garcia, Pedro; Perallos Ruiz, Asier

Congress name: An Asymmetric Multiple Traveling Salesman Problem with Backhauls to solve a Dial-a-Ride Problem / City: Herl'any / Country: Eslovaquia / Web: http://conf.uni-obuda.hu/sami2015/ / Publication name: An Asymmetric Multiple Traveling Salesman Problem with Backhauls to solve a Dial-a-Ride Problem / Date: 2015/01/01

A study on the impact of heuristic initialization functions in a genetic algorithm solving the N-queens problem

Osaba Icedo, Eneko; Diaz Martin, Jose Fernando; Carballedo Morillo, Roberto; Onieva Caracuel, Enrique; Lopez Garcia, Pedro

Congress name: A study on the impact of heuristic initialization functions in a genetic algorithm solving the N-queens problem / City: Vancouver / Country: Canada / Publication name: A study on the impact of heuristic initialization functions in a genetic algorithm solving the N-queens problem / Start date: 2014/07/12 / End date: 2014/07/17

A study on the efficiency of neutral crossover operators in genetic algorithms applied to the bin packing problem

Osaba Icedo, Eneko; Diaz Martin, Jose Fernando; Carballedo Morillo, Roberto; Iglesia Carril, Idoia De La; Onieva Caracuel, Enrique; Perallos Ruiz, Asier

Congress name: A study on the efficiency of neutral crossover operators in genetic algorithms applied to the bin packing problem / City: Vancouver / Country: Canada / Publication name: A study on the efficiency of neutral crossover operators in genetic algorithms applied to the bin packing problem / Start date: 2014/07/12 / End date: 2014/07/17

A Proposal of Good Practice in the Formulation and Comparison of Meta-heuristics for Solving Routing Problems

Osaba Icedo, Eneko; Carballedo Morillo, Roberto; Diaz Martin, Jose Fernando; Onieva Caracuel, Enrique; Perallos Ruiz, Asier

Congress name: A Proposal of Good Practice in the Formulation and Comparison of Meta-heuristics for Solving Routing Problems / Country: España / Web: http://soco.usal.es/ / Publication name: A Proposal of Good Practice in the Formulation and Comparison of Meta-heuristics for Solving Routing Problems / Start date: 2014/06/25 / End date: 2014/06/27

On the influence of using initialization functions on genetic algorithms solving combinatorial optimization problems: a first study on the TSP

Osaba Icedo, Eneko; Carballedo Morillo, Roberto; Diaz Martin, Jose Fernando; Onieva Caracuel, Enrique; Lopez Garcia, Pedro; Perallos Ruiz, Asier

Congress name: On the influence of using initialization functions on genetic algorithms solving combinatorial optimization problems: a first study on the TSP / City: Linz / Country: Austria / Web: http://www.flll.jku.at/eais/index.html / Publication name: On the influence of using initialization functions on genetic algorithms solving combinatorial optimization problems: a first study on the TSP / Start date: 2014/06/01 / End date: 2014/06/04

Low cost and easy to deploy real time location system based in radio frequency identification

Angulo Martinez, Ignacio; Onieva Caracuel, Enrique; Perallos Ruiz, Asier; Salaberria Larrauri, Itziar; Azpilicueta, Leire; Falcone, Francisco; Villadangos, Jesus; Astrain, Jose Javier

Congress name: Low cost and easy to deploy real time location system based in radio frequency identification / ISBN: 978-3-319-03175-0 / City: Carrillo / Country: Costa Rica / Web: http://mami.uclm.es/ucamiiwaal2013/index.php/77-inicio-cat/24-home / Publication name: Low cost and easy to deploy real time location system based in radio frequency identification / Start date: 2013/12/02 / End date: 2013/12/06

An Adaptive Multi-Crossover Population Algorithm for Solving Routing Problems

Osaba Icedo, Eneko; Onieva Caracuel, Enrique; Carballedo Morillo, Roberto; Diaz Martin, Jose Fernando; Perallos Ruiz, Asier

Congress name: An Adaptive Multi-Crossover Population Algorithm for Solving Routing Problems / City: Canterbury / Country: Reino Unido / Web: http://www.nicso2013.org / Publication name: An Adaptive Multi-Crossover Population Algorithm for Solving Routing Problems / Start date: 2013/09/02 / End date: 2013/09/04

A Novel Meta-Heuristic Based on Soccer Concepts to Solve Routing Problems

Osaba Icedo, Eneko; Diaz Martin, Jose Fernando; Onieva Caracuel, Enrique

Congress name: A Novel Meta-Heuristic Based on Soccer Concepts to Solve Routing Problems / City: Amsterdam / Country: Paises bajos / Web: http://www.sigevo.org/gecco-2013/ / Publication name: A Novel Meta-Heuristic Based on Soccer Concepts to Solve Routing Problems / Start date: 2013/07/06 / End date: 2013/07/10