The how and why of interactive Markov chains
H Hermanns, JP Katoen - International Symposium on Formal Methods for …, 2009 - Springer
This paper reviews the model of interactive Markov chains (IMCs, for short), an extension of
labelled transition systems with exponentially delayed transitions. We show that IMCs are …
labelled transition systems with exponentially delayed transitions. We show that IMCs are …
A uniform definition of stochastic process calculi
We introduce a unifying framework to provide the semantics of process algebras, including
their quantitative variants useful for modeling quantitative aspects of behaviors. The unifying …
their quantitative variants useful for modeling quantitative aspects of behaviors. The unifying …
On probabilistic automata in continuous time
C Eisentraut, H Hermanns… - 2010 25th Annual IEEE …, 2010 - ieeexplore.ieee.org
We develop a compositional behavioural model that integrates a variation of probabilistic
automata into a conservative extension of interactive Markov chains. The model is rich …
automata into a conservative extension of interactive Markov chains. The model is rich …
Bialgebras for structural operational semantics: An introduction
B Klin - Theoretical Computer Science, 2011 - Elsevier
Bialgebras and distributive laws are an abstract, categorical framework to study various
flavors of structural operational semantics. This paper aims to introduce the reader to the …
flavors of structural operational semantics. This paper aims to introduce the reader to the …
Towards a higher-order mathematical operational semantics
Compositionality proofs in higher-order languages are notoriously involved, and general
semantic frameworks guaranteeing compositionality are hard to come by. In particular, Turi …
semantic frameworks guaranteeing compositionality are hard to come by. In particular, Turi …
Probabilistic systems coalgebraically: A survey
A Sokolova - Theoretical Computer Science, 2011 - Elsevier
We survey the work on both discrete and continuous-space probabilistic systems as
coalgebras, starting with how probabilistic systems are modeled as coalgebras and followed …
coalgebras, starting with how probabilistic systems are modeled as coalgebras and followed …
Weak similarity in higher-order mathematical operational semantics
Higher-order abstract GSOS is a recent extension of Turi and Plotkin's framework of
Mathematical Operational Semantics to higher-order languages. The fundamental well …
Mathematical Operational Semantics to higher-order languages. The fundamental well …
Concurrency and composition in a stochastic world
C Eisentraut, H Hermanns, L Zhang - International Conference on …, 2010 - Springer
We discuss conceptional and foundational aspects of Markov automata [22]. We place this
model in the context of continuous-and discrete-time Markov chains, probabilistic automata …
model in the context of continuous-and discrete-time Markov chains, probabilistic automata …
Code-dti: Collaborative deep learning-based drug-target interaction prediction
N Yasuo, Y Nakashima… - 2018 IEEE International …, 2018 - ieeexplore.ieee.org
Drug-target interaction (DTI) prediction is a problem that identifies novel protein-ligand
interactions from previous information. DTI plays an important role in computer-aided drug …
interactions from previous information. DTI plays an important role in computer-aided drug …
Structural operational semantics for weighted transition systems
B Klin - … and Algebraic Specification: Essays Dedicated to …, 2009 - Springer
Weighted transition systems are defined, parametrized by a commutative monoid of weights.
These systems are further understood as coalgebras for functors of a specific form. A …
These systems are further understood as coalgebras for functors of a specific form. A …