Concepedia

Andreas Theissler

AT

Statistics

Publications

15

Citations

1.1K

H-Index

11

Active since

2013

Affiliations

Hochschule Aalen(Current)

Osnabrück University

Robert Bosch (Germany)

Andreas Theissler is an author at Hochschule Aalen specializing in engineering, computer science, and artificial intelligence.

Top concepts

EngineeringComputer ScienceData ScienceMachine LearningArtificial IntelligenceData MiningKnowledge DiscoverySystems EngineeringPredictive AnalyticsManagement

Publications per year

2013–2023

15

Publications

15

Predictive maintenance enabled by machine learning: Use cases and challenges in the automotive industry

Andreas Theissler, Judith Pérez-Velázquez, Marcel Kettelgerdes et al. · Reliability Engineering & System Safety · 2021 · 449 citations · Full text

Detecting known and unknown faults in automotive systems using ensemble-based anomaly detection

Andreas Theissler · Knowledge-Based Systems · 2017 · 149 citations

Fault Diagnosis, Engineering, Fault Estimation +8

Explainable AI for Time Series Classification: A Review, Taxonomy and Research Directions

Andreas Theissler, Francesco Spinnato, Udo Schlegel et al. · IEEE Access · 2022 · 146 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +20

Interpretable Machine Learning: A brief survey from the predictive maintenance perspective

Simon Vollert, Martin Atzmueller, Andreas Theissler · 2021 · 107 citations

Software Maintenance, Artificial Intelligence, Engineering +22

ConfusionVis: Comparative evaluation and selection of multi-class classifiers based on confusion matrices

Andreas Theissler, Mark R. Thomas, Michael Burch et al. · Knowledge-Based Systems · 2022 · 82 citations · Full text

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