42 citations · 153 across the 26 of their papers we have counts for
3 papers · 1 filter
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…
On the Discrimination Power and Effective Utilization of Active Learning Measures in Version Space Search
Patrick Rodler
Active Learning (AL) methods have proven cost-saving against passive supervised methods in many application domains. An active learner, aiming to find some target hypothesis, formu…
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…