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16th QEST 2019: Glasgow, UK
- David Parker, Verena Wolf:

Quantitative Evaluation of Systems, 16th International Conference, QEST 2019, Glasgow, UK, September 10-12, 2019, Proceedings. Lecture Notes in Computer Science 11785, Springer 2019, ISBN 978-3-030-30280-1
Invited Talks
- Judith Borghouts, Andrew D. Gordon, Advait Sarkar, Neil Toronto:

End-User Probabilistic Programming. 3-24 - André Platzer

:
The Logical Path to Autonomous Cyber-Physical Systems. 25-33
Probabilistic Verification
- Giovanni Bacci

, Mikkel Hansen, Kim Guldstrand Larsen
:
Model Checking Constrained Markov Reward Models with Uncertainties. 37-51 - Yuliya Butkova

, Arnd Hartmanns
, Holger Hermanns
:
A Modest Approach to Modelling and Checking Markov Automata. 52-69 - Gildas Kouko, Josée Desharnais

, François Laviolette:
Finite Approximation of LMPs for Exact Verification of Reachability Properties. 70-87
Learning and Verification
- Viraj Brian Wijesuriya, Alessandro Abate:

Bayes-Adaptive Planning for Data-Efficient Verification of Uncertain Markov Decision Processes. 91-108 - Pranav Ashok

, Tomás Brázdil, Krishnendu Chatterjee, Jan Kretínský, Christoph H. Lampert, Viktor Toman
:
Strategy Representation by Decision Trees with Linear Classifiers. 109-128 - Arnault Ioualalen, Matthieu Martel:

Neural Network Precision Tuning. 129-143
Hybrid Systems
- Pranav Ashok

, Jan Kretínský, Kim Guldstrand Larsen
, Adrien Le Coënt, Jakob Haahr Taankvist, Maximilian Weininger
:
SOS: Safe, Optimal and Small Strategies for Hybrid Markov Decision Processes. 147-164 - Gidon Ernst

, Sean Sedwards, Zhenya Zhang, Ichiro Hasuo:
Fast Falsification of Hybrid Systems Using Probabilistically Adaptive Input. 165-181 - Jannik Hüls, Carina Pilch, Patricia Schinke, Joanna Delicaris, Anne Remke:

State-Space Construction of Hybrid Petri Nets with Multiple Stochastic Firings. 182-199
Security
- Julia Eisentraut

, Jan Kretínský:
Expected Cost Analysis of Attack-Defense Trees. 203-221 - Andrea Marin, Carla Piazza

, Sabina Rossi:
A Process Algebra for (Delimited) Persistent Stochastic Non-Interference. 222-238 - Chunyan Mu:

Automated Game-Theoretic Verification of Security Systems. 239-256
Probabilistic Modelling and Abstraction
- Luca Bortolussi

, Francesca Cairoli:
Bayesian Abstraction of Markov Population Models. 259-276 - Josu Doncel

, Nicolas Gast, Mirco Tribastone, Max Tschaikowski
, Andrea Vandin
:
UTOPIC: Under-Approximation Through Optimal Control. 277-291 - Gerrit Großmann

, Luca Bortolussi
:
Reducing Spreading Processes on Networks to Markov Population Models. 292-309
Applications and Tools
- Sebastian Biewer, Pedro R. D'Argenio

, Holger Hermanns:
Doping Tests for Cyber-Physical Systems. 313-331 - Andrea Peruffo

, Emeline Guiu, Patrick Panciatici, Alessandro Abate
:
Safety Guarantees for the Electricity Grid with Significant Renewables Generation. 332-349 - Jaeyoung Lee, Aravind Balakrishnan, Ashish Gaurav

, Krzysztof Czarnecki, Sean Sedwards:
WiseMove: A Framework to Investigate Safe Deep Reinforcement Learning for Autonomous Driving. 350-354 - Elvio Gilberto Amparore, Peter Buchholz

, Susanna Donatelli:
Great-Nsolve: A Tool Integration for (Markov Regenerative) Stochastic Petri Nets. 355-360

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