Javier Fernández

Universidad Publica de Navarra — Spain

Engineering · Physical Sciences

7h-index126citations24works0.22yr avg
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Research Topics

Advanced Control Systems Optimization(7), Control Systems and Identification(7), Fault Detection and Control Systems(6), Parallel Computing and Optimization Techniques(3), Target Tracking and Data Fusion in Sensor Networks(3)

Publications24 total

Alignment and Complementarity Between AI-FSM and ASPICE MLE: Findings from the Assessment of the SAFEXPLAIN Railway Demo
Lecture notes in computer science·2025
SAFEXPLAIN: a Complete Approach Towards Trustworthy AI-Based Safety-Critical Systems
2025Open Access
Towards a Safe End-to-End AI framework: MISRA C-Compliant YOLO for Object Detection
2025
Flexible Fusion Models for Improving the Early Warning of River Floodings,Based on a Generalization of Takagi-Sugeno-Kang Inference System
SSRN Electronic Journal·2025· 1 citedOpen Access
AI-FSM: Towards Functional Safety Management for Artificial Intelligence-based Critical Systems
SPIRE - Sciences Po Institutional REpository·2024Open Access
A Methodology for Selective Protection of Matrix Multiplications: A Diagnostic Coverage and Performance Trade-off for CNNs Executed on GPUs
2022· 2 citedOpen Access
On the Safe Deployment of Matrix Multiplication in Massively Parallel Safety-Related Systems
Applied Sciences·2022· 3 citedOpen Access
Towards functional safety compliance of matrix–matrix multiplication for machine learning-based autonomous systems
Journal of Systems Architecture·2021· 13 citedOpen Access
Estimation of Linux Kernel Execution Path Uncertainty for Safety Software Test Coverage
2021· 3 cited
Stochastic Control for Linear Systems With Additive Cauchy Noises
IEEE Transactions on Automatic Control·2015· 7 cited
Stochastic Estimation for Two-State Linear Dynamic Systems With Additive Cauchy Noises
IEEE Transactions on Automatic Control·2015· 21 cited
Stochastic Estimation and Control for Linear Systems with Cauchy Noise
2015· 1 cited
Paired structures and bipolar knowledge representation
LA Referencia (Red Federada de Repositorios Institucionales de Publicaciones Científicas)·2014· 4 citedOpen Access
Erratum to “A stochastic controller for a scalar linear system with additive Cauchy noise” [Automatica 50 (1) (2014) 114–127]
Automatica·2014
A stochastic controller for a scalar linear system with additive Cauchy noise
Automatica·2013· 7 cited
A stochastic controller for vector linear systems with additive cauchy noises
2013· 8 cited
Methods for Estimation and Control of Linear Systems Driven by Cauchy Noises
eScholarship (California Digital Library)·2013· 4 citedOpen Access
The two-state estimator for linear systems with additive measurement and process Cauchy noise
2012· 6 cited
Agile Approach to Business Intelligence as a Way to Success
Advances in business information systems and analytics book series·2011· 7 cited
Multi-step prediction optimal control for a scalar linear system with additive Cauchy noise
2010· 7 cited
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Frequent Co-authors

Jason L. Speyer(8), Moshe Idan(8), Irune Agirre(7), Jon Pérez(6), Jaume Abella(5), Francisco J. Cazorla(4), Carlo Donzella(3), Imanol Allende(2), Humberto Bustince(2), Lorea Belategi(2), Irune Yarza(2), Joanes Plazaola(2), Giuseppe Nicosia(2), Félix García(1), Alfredo Bermúdez(1), Enric Mayol(1), Joan Antoni Pastor(1), Ana M. Barbancho(1), Isabel Barbancho(1), Lorenzo J. Tardón(1)