45 citations · 52 across the 4 of their papers we have counts for
6 papers
DEIS: Dependability Engineering Innovation for Industrial CPS
Erik Armengaud, Georg Macher, Alexander Massoner +15
The open and cooperative nature of Cyber-Physical Systems (CPS) poses new challenges in assuring dependability. The DEIS project (Dependability Engineering Innovation for automotiv…
WAP: Digital Dependability Identities
Daniel Schneider, Mario Trapp, Yiannis Papadopoulos +3
Cyber-Physical Systems (CPS) provide enormous potential for innovation but a precondition for this is that the issue of dependability has been addressed. This paper presents the co…
SafeML: Safety Monitoring of Machine Learning Classifiers through Statistical Difference Measure
Koorosh Aslansefat, Ioannis Sorokos, Declan Whiting +2
Ensuring safety and explainability of machine learning (ML) is a topic of increasing relevance as data-driven applications venture into safety-critical application domains, traditi…
Failure Mode Reasoning in Model Based Safety Analysis
Hamid Jahanian, David Parker, Marc Zeller +2
Failure Mode Reasoning (FMR) is a novel approach for analyzing failure in a Safety Instrumented System (SIS). The method uses an automatic analysis of an SIS program to calculate p…
PeSOA: Penguins Search Optimisation Algorithm for Global Optimisation Problems
Youcef Gheraibia, Abdelouahab Moussaoui, Peng-Yeng Yin +2
This paper develops Penguin search Optimisation Algorithm (PeSOA), a new metaheuristic algorithm which is inspired by the foraging behaviours of penguins. A population of penguins…
A First Option Calibration of the GARCH Diffusion Model by a PDE Method
Yiannis A. Papadopoulos, Alan L. Lewis
Time-series calibrations often suggest that the GARCH diffusion model could also be a suitable candidate for option (risk-neutral) calibration. But unlike the popular Heston model,…