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ORCIDEDCC Workshops 2020: Munich, Germany
- Simona Bernardi
, Valeria Vittorini, Francesco Flammini, Roberto Nardone, Stefano Marrone, Rasmus Adler, Daniel Schneider, Philipp Schleiß, Nicola Nostro, Rasmus Løvenstein Olsen, Amleto Di Salle, Paolo Masci:
Dependable Computing - EDCC 2020 Workshops - AI4RAILS, DREAMS, DSOGRI, SERENE 2020, Munich, Germany, September 7, 2020, Proceedings. Communications in Computer and Information Science 1279, Springer 2020, ISBN 978-3-030-58461-0
Workshop on Artificial Intelligence for RAILwayS (AI4RAILS)
- Jean François Boulineau:
Safe Recognition A.I. of a Railway Signal by On-Board Camera. 5-19 - Tony Marteau, Sitou Afanou, David Sodoyer, Sébastien Ambellouis, Fouzia Boukour:
Audio Events Detection in Noisy Embedded Railway Environments. 20-32 - Andrey V. Chernov, Maria Butakova, Alexander Guda, Petr Shevchuk:
Development of Intelligent Obstacle Detection System on Railway Tracks for Yard Locomotives Using CNN. 33-43 - Danijela Ristic-Durrant, Muhammad Abdul Haseeb, Marten Franke, Milan Banic, Milos Simonovic, Dusan Stamenkovic:
Artificial Intelligence for Obstacle Detection in Railways: Project SMART and Beyond. 44-55 - Riccardo Gasparini, Stefano Pini, Guido Borghi, Giuseppe Scaglione, Simone Calderara, Eugenio Fedeli, Rita Cucchiara:
Anomaly Detection for Vision-Based Railway Inspection. 56-67 - Roberto Nappi, Valerio Striano, Gianluca Cutrera, Antonio Vigliotti, Giuseppe Franzè:
Rolling Stocks: A Machine Learning Predictive Maintenance Architecture. 68-77 - Julia Niebling, Benjamin Baasch, Anna M. Kruspe:
Analysis of Railway Track Irregularities with Convolutional Autoencoders and Clustering Algorithms. 78-89 - Roberto Marmo:
UIC Code Recognition Using Computer Vision and LSTM Networks. 90-98 - Wan-Jui Lee, Helia Jamshidi, Diederik M. Roijers:
Deep Reinforcement Learning for Solving Train Unit Shunting Problem with Interval Timing. 99-110
Worskhop on Dynamic Risk managEment for Autonomous Systems (DREAMS)
- Muhammad Atif Javed, Faiz Ul Muram, Anas Fattouh, Sasikumar Punnekkat:
Enforcing Geofences for Managing Automated Transportation Risks in Production Sites. 113-126 - Elham Mirzaei, Carsten Thomas, Mirko Conrad:
Safety Cases for Adaptive Systems of Systems: State of the Art and Current Challenges. 127-138
Workshop on Dependable SOlutions for Intelligent Electricity Distribution GRIds (DSOGRI)
- Tanja Pavleska, Helder Aranha, Massimiliano Masi, Giovanni Paolo Sellitto:
Drafting a Cybersecurity Framework Profile for Smart Grids in EU: A Goal-Based Methodology. 143-155
Workshop on Software Engineering for Resilient Systems (SERENE)
- Leonardo Montecchi, Paolo Lollini, Federico Moncini, Kenneth Keefe:
An Eclipse-Based Editor for SAN Templates. 159-167 - Anatoliy Gorbenko, Alexander B. Romanovsky, Olga Tarasyuk:
Interplaying Cassandra NoSQL Consistency and Performance: A Benchmarking Approach. 168-184 - Szilárd Bozóki, Jeno Szalontai, Dániel Petho, Imre Kocsis, András Pataricza, Péter Suskovics, Benedek Kovács:
Application of Extreme Value Analysis for Characterizing the Execution Time of Resilience Supporting Mechanisms in Kubernetes. 185-199 - Carl Bergenhem, Mario Majdandzic, Stig Ursing:
Concepts and Risk Analysis for a Cooperative and Automated Highway Platooning System. 200-213
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