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Christel Baier

Christel Baier

D-Index & Metrics

Computer Science

D-Index
53
Citations
19479
World Ranking
4694
National Ranking
212

Research.com Recognitions

  • 2011 - Member of Academia Europaea

Overview

Christel Baier is a researcher affiliated with TU Dresden in Germany, specializing in computer science with a significant focus on artificial intelligence, computational theory and mathematics, and software. Their work encompasses a range of interconnected subfields including computer networks and communications and information systems.

The core areas of Baier's research include formal methods in verification, Bayesian modeling and causal inference, software reliability and analysis, advanced software engineering methodologies, machine learning and algorithms, software testing and debugging techniques, and logic, reasoning, and knowledge.

Key recent publications by Baier include:

  • "Causality in configurable software systems," 2022, Proceedings of the 44th International Conference on Software Engineering
  • "From Verification to Causality-Based Explications (Invited Talk)," 2021, Leibniz-Zentrum für Informatik (Schloss Dagstuhl)
  • "Markov chains and unambiguous automata," 2023, Journal of Computer and System Sciences
  • "Quantitative Characterization of Reconfigurable Transistor Logic Gates," 2020, IEEE Access
  • "Responsibility Attribution in Parameterized Markovian Models," 2021, Proceedings of the AAAI Conference on Artificial Intelligence

Baier frequently collaborates with several co-authors, including Jakob Piribauer, Sascha Klüppelholz, Simon Jantsch, Clemens Dubslaff, and Florian Funke.

Their research output is published in a variety of venues notably:

  • arXiv (Cornell University)
  • Leibniz-Zentrum für Informatik (Schloss Dagstuhl)
  • Innovations in Systems and Software Engineering
  • Proceedings of the AAAI Conference on Artificial Intelligence
  • Lecture Notes in Computer Science

Christel Baier was recognized with an award as a Member of Academia Europaea in 2011.

Best Publications

  • Principles of Model Checking

    Christel Baier;Joost-Pieter Katoen

  • Principles of Model Checking (Representation and Mind Series)

    Christel Baier;Joost-Pieter Katoen

  • Model-checking algorithms for continuous-time Markov chains

    C. Baier;B. Haverkort;H. Hermanns;J.-P. Katoen

  • Validation of Stochastic Systems : A Guide to Current Research

    Christel Baier;Boudewijn R. Haverkort;Joost-Pieter Katoen;Holger Hermanns

  • Modeling component connectors in Reo by constraint automata

    Christel Baier;Marjan Sirjani;Farhad Arbab;Jan Rutten

  • Approximative Symbolic Model Checking of Continuous-Time Markov Chains

    Christel Baier;Joost-Pieter Katoen;Joost-Pieter Katoen;Holger Hermanns

  • Model checking for a probabilistic branching time logic with fairness

    Christel Baier;Marta Kwiatkowska

  • Approximate symbolic model checking of continuous-time Markov chains

    C. Baier;J.-P. Katoen;H. Hermanns

  • PROBMELA: a modeling language for communicating probabilistic processes

    C. Baier;F. Ciesinski;M. Grosser

  • Symbolic Model Checking for Probabilistic Processes

    Christel Baier;Edmund M. Clarke;Vassili Hartonas-Garmhausen;Marta Z. Kwiatkowska

  • Model Checking Continuous-Time Markov Chains by Transient Analysis

    Christel Baier;Boudewijn R. Haverkort;Holger Hermanns;Joost-Pieter Katoen

  • Comparative branching-time semantics for Markov chains

    Christel Baier;Joost-Pieter Katoen;Holger Hermanns;Verena Wolf

  • Weak Bisimulation for Fully Probabilistic Processes

    Christel Baier;Holger Hermanns

  • Concur 2006 - Concurrency Theory

    Christel Baier;Holger Hermanns

  • Efficient computation of time-bounded reachability probabilities in uniform continuous-time Markov decision processes

    Christel Baier;Holger Hermanns;Joost-Pieter Katoen;Boudewijn R. Haverkort

  • Deciding Bisimilarity and Similarity for Probabilistic Processes

    Christel Baier;Bettina Engelen;Mila Majster-Cederbaum

  • On the Logical Characterisation of Performability Properties

    Christel Baier;Boudewijn R. Haverkort;Holger Hermanns;Joost-Pieter Katoen

  • LiQuor: A tool for Qualitative and Quantitative Linear Time analysis of Reactive Systems

    F. Ciesinski;C. Baier

  • Validation of stochastic systems

    Christel Baier;Boudewijn R. Haverkort;Holger Hermanns;Joost-Pieter Katoen

  • Experiments with deterministic ω-automata for formulas of linear temporal logic

    Joachim Klein;Christel Baier

  • Probabilistic ω-automata

    Christel Baier;Marcus Grösser;Nathalie Bertrand

Frequent Co-Authors

Holger Hermanns
Holger Hermanns Saarland University
Joost-Pieter Katoen
Joost-Pieter Katoen RWTH Aachen University
Boudewijn R. Haverkort
Boudewijn R. Haverkort Tilburg University
Farhad Arbab
Farhad Arbab Leiden University
Marta Kwiatkowska
Marta Kwiatkowska University of Oxford
Jan Rutten
Jan Rutten Radboud University
Antonín Kučera
Antonín Kučera Masaryk University
Patricia Bouyer
Patricia Bouyer University of Paris-Saclay
Edmund M. Clarke
Edmund M. Clarke Carnegie Mellon University
Cesare Tinelli
Cesare Tinelli University of Iowa

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