Holger Hermanns
Computational Theory and Mathematics · 2002–2021
A researcher in the Science corpus: 4 papers; trusts 1 researcher and is trusted by 11 researchers here, as inferred from the citation graph.
Subfields
- Computational Theory and Mathematics — 9 citations into it; #8,845 of 12,182 by trust here, #6,798 by citations
- Management Science and Operations Research — 7 citations into it
Whom Holger Hermanns trusts overall
Their strongest outbound trust, strongest first, inferred from their citations.
Who trusts Holger Hermanns overall
- Peter Buchholz
- Maziar M. Nekovee
- Yamir Moreno
- Ginestra Bianconi
- Joost-Pieter Katoen
- Marielle Stoelinga
- Matteo Marsili
Papers from Holger Hermanns's perspective
Ordered by how strongly the researchers Holger Hermanns trusts endorse each paper. Same corpus, a different order for every researcher.
- The mythos of model interpretability
- Association for Computational Linguistics " Why Should I Trust You? " Explaining the Predictions of Any Classifier
- Explanation in Artificial Intelligence: Insights from the Social Sciences
- European Union Regulations on Algorithmic Decision-Making and a "Right to Explanation"
- Model-checking continuous-time Markov chains (ACM Transactions on Computational Logic)
- Explanations From Intelligent Systems: Theoretical Foundations and Implications for Practice
- Explanation and understanding
- Trust in Automation: Designing for Appropriate Reliance
- Markov Decision Processes: Discrete Stochastic Dynamic Programming
- How the machine ‘thinks’: Understanding opacity in machine learning algorithms
Their papers
- The Ins and Outs of the Probabilistic Model Checker MRMC (2009) — 377 citations
- Model-Checking Algorithms for Continuous-Time Markov Chains (2002) — 842 citations
- What Do We Want From Explainable Artificial Intelligence (XAI)? - A Stakeholder Perspective on XAI and a Conceptual Model Guiding Interdisciplinary XAI Research (2021) — 562 citations
- Interactive Markov Chains (2002) — 510 citations