Publikationen in Zusammenarbeit mit Forschern von Universidad de Deusto (13)

2025

  1. Resilience to the Flowing Unknown: An Open Set Recognition Framework for Data Streams

    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

2024

  1. Managing the unknown in machine learning: Definitions, related areas, recent advances, and prospects

    Neurocomputing

2023

  1. A novel Out-of-Distribution detection approach for Spiking Neural Networks: Design, fusion, performance evaluation and explainability

    Information Fusion, Vol. 100

  2. Efficient Object Detection in Autonomous Driving using Spiking Neural Networks: Performance, Energy Consumption Analysis, and Insights into Open-set Object Discovery

    IEEE Conference on Intelligent Transportation Systems, Proceedings, ITSC

2022

  1. Can Post-hoc Explanations Effectively Detect Out-of-Distribution Samples?

    IEEE International Conference on Fuzzy Systems

2020

  1. Data-Driven Optimization for Transportation Logistics and Smart Mobility Applications [Guest Editorial]

    IEEE Intelligent Transportation Systems Magazine

  2. PADL: A Language for the Operationalization of Distributed Analytical Pipelines over Edge/Fog Computing Environments

    2020 5th International Conference on Smart and Sustainable Technologies, SpliTech 2020

  3. Padl: A modeling and deployment language for advanced analytical services

    Sensors (Switzerland), Vol. 20, Núm. 23, pp. 1-28

2019

  1. A Discrete and Improved Bat Algorithm for solving a medical goods distribution problem with pharmacological waste collection

    Swarm and Evolutionary Computation, Vol. 44, pp. 273-286

  2. Nature-inspired metaheuristics for optimizing information dissemination in vehicular networks

    GECCO 2019 Companion - Proceedings of the 2019 Genetic and Evolutionary Computation Conference Companion

2018

  1. Multi-objective design of time-constrained bike routes using bio-inspired meta-heuristics

    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

  2. On efficiently solving the vehicle routing problem with time windows using the bat algorithm with random reinsertion operators

    Studies in Computational Intelligence (Springer Verlag), pp. 69-89

2012

  1. Social acceptance and usage experiences from a mobile location-aware service environment

    Lecture Notes of the Institute for Computer Sciences, Social-Informatics and Telecommunications Engineering