Antonio Masegosa

Ikerbasque Research Associate, University of Deusto

Ikerbasque Research Associate at the Mobility Unit - DeustoTech, University of Deusto.

Research line:

Intelligent systems based on soft computing; hybrid metaheuristics methods for dynamic and uncertain environments; intelligent transportation systems.

Previous research experience in Spain (Research Center for ICT, CITIC, University of Granada), Canada (Department of Electrical and Computer Engineering, University of Alberta) and UK (School of Computer Sciences, University of Nottingham).

Doctor in Computer Sciences from the University of Granada, Spain, 2010.

2024

Article / Optimizing Road Traffic Surveillance: A Robust Hyper-Heuristic Approach for Vehicle Segmentation

IEEE Access

Rodriguez-Esparza, E.; Ramos-Soto, O.; Masegosa, A.D.; Onieva, E.; Oliva, D.; Arriandiaga, A.; Ghosh, A.

Article / A new Hyper-heuristic based on Adaptive Simulated Annealing and Reinforcement Learning for the Capacitated Electric Vehicle Routing Problem

Expert Systems with Applications

Rodríguez-Esparza, E.; Masegosa, A.D.; Oliva, D.; Onieva, E.

Article / Emerging Trends in Machine Learning Assisted Optimization Techniques Across Intelligent Transportation Systems

IEEE Access

Afolayan, B.I.; Ghosh, A.; Calderin, J.F.; Masegosa, A.D.

2023

Article / Modeling of shared mobility services - An approach in between aggregate four-step and disaggregate agent-based approaches for strategic transport planning

Journal of Intelligent Transportation Systems: Technology, Planning, and Operations

Narayanan, S.; Salanova Grau, J.M.; Frederix, R.; Tympakianaki, A.; Masegosa, A.D.; Antoniou, C.

2022

Book / Alastria mission and vision: A multidisciplinary research

Editorial Reus

Eva María Ibáñez Jiménez, Jimena Campuzano Gómez-Acebo, Ismael Arribas Fontanillas, Ignacio Alamillo Domingo, Jesús Sieira Gil, Pietro Marchionni, Miguel Ángel Bernal Blay, Antonio D Masegosa, Rocío Sáenz-Díez Rojas, Julen Milan Roncero, David Alfaya Sánchez, Carlos Bellón Núñez-Mera, Josep Lluis de la Rosa Esteva, Salvatore Moccia, Israel Alonso Martínez, Mahmoud Aymo, Pablo Gallego Rodríguez, María de los Reyes Corripio Gil, José Luis Gahete Díaz, Pedro Martín Jurado, Teresa Alarcos Tamayo, Carlos de Cores Helguera, David Contreras Bárcena, Elena Pilar Davara Fernández de Marcos, Antonio Partal Ureña, Mirari Barrena Longarte, Moisés Barrio Andrés, Julián Valero Torrijos

Chapter / Data science for better decision making in a changing world: The case of urban mobility

“Transformation and spirituality. Perspectives for a world in crisis”. Editorial Heder.

A.D Masegosa, L.E. Díez, J. Fajardo, P. Fernández, N. Merino

Article / Using spatial neighborhoods for parameter adaptation: An improved success history based differential evolution

Swarm and Evolutionary Computation

Ghosh, A.; Das, S.; Das, A.K.; Senkerik, R.; Viktorin, A.; Zelinka, I.; Masegosa, A.D.

2021

Article / A taxonomy of food supply chain problems from a computational intelligence perspective

Sensors

Angarita-Zapata, J.S.; Alonso-Vicario, A.; Masegosa, A.D.; Legarda, J.

Article / Assessment of the impact of a fully electrified postal fleet for urban freight transportation

International Journal of Electrical Power and Energy Systems

Martínez, M.; Moreno, A.; Angulo, I.; Mateo, C.; Masegosa, A.D.; Perallos, A.; Frías, P.

Article / Partial Evaluation and Efficient Discarding for the Maximal Covering Location Problem

IEEE Access

Porras, C.; Fajardo, J.; Rosete, A.; Masegosa, A.D.

2020

Article / A graph CNN-LSTM neural network for short and long-term traffic forecasting based on trajectory data

Transportation Research Part C: Emerging Technologies

Bogaerts, T.; Masegosa, A.D.; Angarita-Zapata, J.S.; Onieva, E.; Hellinckx, P.

2019

Article / Ensemble classification for imbalanced data based on feature space partitioning and hybrid metaheuristics

Applied Intelligence

Lopez-Garcia, P.; Masegosa, A.D.; Osaba, E.; Onieva, E.; Perallos, A.

Article / A Taxonomy of Traffic Forecasting Regression Problems from a Supervised Learning Perspective

IEEE Access

Angarita-Zapata, J.S.; Masegosa, A.D.; Triguero, I.

2018

Article / Problemas de optimizacion dinamicos: enfoques y perspectivas

Investigación Operacional

Antonio D. Masegosa, David A. Pelta

2017

Article / An algorithm portfolio for the dynamic maximal covering location problem

Memetic Computing

Calderín, J.F.; Masegosa, A.D.; Pelta, D.A.

Article / Problemas de optimización dinámicos: Enfoques y perspectivas

Investigacion Operacional

Masegosa, A.D.; Pelta, D.A.

Editorial / Special issue SOCO14-JAL

Journal of Applied Logic

Bringas, P.G.; Ruiz, A.P.; Masegosa Arredondo, A.D.; Herrero, Á.; Quintián, H.; Corchado, E.

2016

Article / GACE: A meta-heuristic based in the hybridization of Genetic Algorithms and Cross Entropy methods for continuous optimization

Expert Systems with Applications

Lopez-Garcia, P.; Onieva, E.; Osaba, E.; Masegosa, A.D.; Perallos, A.

Article / Fuzzy Models and Resolution Methods for Covering Location Problems: An Annotated Bibliography

International Journal of Uncertainty, Fuzziness and Knowldege-Based Systems

Guzmáan, V.C.; Masegosa, A.D.; Pelta, D.A.; Verdegay, J.L.

Article / A Hybrid Method for Short-Term Traffic Congestion Forecasting Using Genetic Algorithms and Cross Entropy

IEEE Transactions on Intelligent Transportation Systems

Lopez-Garcia, P.; Onieva, E.; Osaba, E.; Masegosa, A.D.; Perallos, A.

2015

Article / An adaptive local search with prioritized tracking for Dynamic Environments

International Journal of Computational Intelligence Systems

Antonio D. Masegosa; Enrique Onieva; Pedro Lopez-Garcia; Eneko Osaba; Asier Perallos

Article / Algorithm portfolio based scheme for dynamic optimization problems

International Journal of Computational Intelligence Systems

Calderín, J.F.; Masegosa, A.D.; Pelta, D.A.

Article / A novel software architecture for the provision of context-aware semantic transport information

Sensors (Switzerland)

Moreno, A.; Perallos, A.; López-De-Ipiña, D.; Onieva, E.; Salaberria, I.; Masegosa, A.D.

Deep Learning techniques for road accident prediction

University of Deusto

Jon Diaz Aparicio - In preparation

Automated Machine Learning based on Ensembles

University of Deusto

Salomey Osei - In preparation

Artificial Intelligence for Smart Traffic Management

University of Deusto

Erick Rodríguez Esparza - In preparation

Automated Machine Learning to Support Model Selection in Supervised Traffic Forecasting

University of Deusto

Juan Sebastián Angarita Zapata - Finished

Soft Computing in Dynamic Optimization Problems

University of Granada

Jenny Fajardo Calderín - Finished

2021

Development of a real-time line detection system using LaneNet and Keras architecture

University of Deusto

2020

Plataforma web para la detección de edificios en imágenes por satélite mediante técnicas de Deep Learning

University of Deusto

Vehicle Modeling and Calibration for Vehicle Dynamics Analysis

University of Antwerpen

Explainability And Interpretation Of Lanenet: End-To-End Lane Detection Network

University of Antwerpen