Publikationen in Zusammenarbeit mit Forschern von Universidad de Deusto (41)

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. Conclusion: Recasting the Future of the European Steel Industry

    Topics in Mining, Metallurgy and Materials Engineering (Springer Science and Business Media Deutschland GmbH), pp. 219-227

  2. Construyendo la sostenibilidad:: Aportación multidisciplinar desde la universidad

    Revista DYNA, Vol. 99, Núm. 3, pp. 256-259

  3. Desarrollo de métodos basados en redes neuronales en la estimación de recursos minerales

    Revista DYNA, Vol. 99, Núm. 3, pp. 303-310

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

    Neurocomputing

  5. Metallurgical Copper Recovery Prediction Using Conditional Quantile Regression Based on a Copula Model

    Minerals, Vol. 14, Núm. 7

  6. Modelado de la recolección de residuos municipales utilizando herramientas de inteligencia artificial

    Revista DYNA, Vol. 99, Núm. 1, pp. 37-43

2023

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

    Information Fusion, Vol. 100

  2. Application of the k-Prototype Clustering Approach for the Definition of Geostatistical Estimation Domains

    Mathematics, Vol. 11, Núm. 3

  3. 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

  4. Reshaping Industry Job Profiles to Better Meet Future Asset Management Needs

    Lecture Notes in Mechanical Engineering

2022

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

    IEEE International Conference on Fuzzy Systems

2021

  1. Future skills requirements of the food sector emerging with industry 4.0

    Innovation Strategies in the Food Industry: Tools for Implementation, Second Edition (Elsevier), pp. 253-285

2020

  1. A guide for the food industry to meet the future skills requirements emerging with industry 4.0

    Foods, Vol. 9, Núm. 4

  2. Analysis of the air quality of the Basque Autonomous Community using spatial interpolation

    Sustainability (Switzerland), Vol. 12, Núm. 10

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

    IEEE Intelligent Transportation Systems Magazine

  4. Influence of the sampling density in the coestimation error of a regionalized locally stationary variable

    Minerals, Vol. 10, Núm. 2

  5. Modeling the municipalwaste collection using genetic algorithms

    Processes, Vol. 8, Núm. 5

  6. 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

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

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