4 citations
Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.
- Centre National de la Recherche ScientifiqueFR2 papers
- Centre for Health Technology and Services ResearchPT1 paper
- ImViA - Imagerie et Vision ArtificielleFR1 paper
- INSA Hauts-de-France1 paper
- Institut de Recherche Technologique SystemXFR1 paper
- Laboratoire d'Automatique, de Mécanique et d'Informatique Industrielles et HumainesFR1 paper
- Laboratoire de Recherche en InformatiqueFR1 paper
- Laboratoire Interdisciplinaire Carnot de BourgogneFR1 paper
- Polytechnic Institute of PortoPT1 paper
- Universidade do PortoPT1 paper
- Université de BourgogneFR1 paper
- Université Paris-SaclayFR1 paper
6 papers
Deep Learning for Anomaly Detection in Railway Systems: A Structured Survey
Ammar Bouketta, Smail Niar, Hamza Ouarnoughi
Ensuring safe and reliable operation of modern railway systems increasingly relies on data-driven monitoring and intelligent fault detection. Deep learning has emerged as an effect…
Scalable, Technology-Agnostic Diagnosis and Predictive Maintenance for Point Machine using Deep Learning
Eduardo Di Santi, Ruixiang Ci, Clément Lefebvre +5
The Point Machine (PM) is a critical piece of railway equipment that switches train routes by diverting tracks through a switchblade. As with any critical safety equipment, a failu…
CVCM Track Circuits Pre-emptive Failure Diagnostics for Predictive Maintenance Using Deep Neural Networks
Debdeep Mukherjee, Eduardo Di Santi, Clément Lefebvre +5
Track circuits are critical for railway operations, acting as the main signalling sub-system to locate trains. Continuous Variable Current Modulation (CVCM) is one such technology.…
Leveraging Foundation Models To learn the shape of semi-fluid deformable objects
Omar El Assal, Carlos M. Mateo, Sebastien Ciron +1
One of the difficulties imposed on the manipulation of deformable objects is their characterization and the detection of representative keypoints for the purpose of manipulation. A…
Spreadsheet-based Configuration of Families of Real-Time Specifications
José Proença, David Pereira, Giann Spilere Nandi +2
Model checking real-time systems is complex, and requires a careful trade-off between including enough detail to be useful and not too much detail to avoid state explosion. This wo…
Making Agile Development Processes fit for V-style Certification Procedures
Sergio Bezzecchi, Paolo Crisafulli, Charlotte Pichot +1
We present a process for the development of safety and security critical components in transportation systems targeting a high-level certification (CENELEC 50126/50128, DO 178, CC…