12 citations · 13 across the 4 of their papers we have counts for
4 papers
Evaluating Active Learning Heuristics for Sequential Diagnosis
Patrick Rodler, Wolfgang Schmid
Given a malfunctioning system, sequential diagnosis aims at identifying the root cause of the failure in terms of abnormally behaving system components. As initial system observati…
A Generally Applicable, Highly Scalable Measurement Computation and Optimization Approach to Sequential Model-Based Diagnosis
Patrick Rodler, Wolfgang Schmid, Konstantin Schekotihin
Model-Based Diagnosis deals with the identification of the real cause of a system's malfunction based on a formal system model and observations of the system behavior. When a malfu…
Inexpensive Cost-Optimized Measurement Proposal for Sequential Model-Based Diagnosis
Patrick Rodler, Wolfgang Schmid, Konstantin Schekotihin
In this work we present strategies for (optimal) measurement selection in model-based sequential diagnosis. In particular, assuming a set of leading diagnoses being given, we show…
Scalable Computation of Optimized Queries for Sequential Diagnosis
Patrick Rodler, Wolfgang Schmid, Kostyantyn Shchekotykhin
In many model-based diagnosis applications it is impossible to provide such a set of observations and/or measurements that allow to identify the real cause of a fault. Therefore, d…