Christian W. Frey

Publication Activity (10 Years)

Years Active: 1999-2024
Publications (10 Years): 6

Top Topics

Decision Tree Classifiers

Unsupervised Learning

Manufacturing Processes

Search Space Reduction

Top Venues

Publications

Christian W. Frey
Monitoring Process Phase Sequences and Durations in Industrial Batch Processes by a Hybrid Unsupervised Learning Strategy. ICCAD (2024)
Christian W. Frey
Hybrid Unsupervised Learning Strategy for Monitoring Industrial Batch Processes. CoRR (2024)
Christian W. Frey
A Hybrid Unsupervised Learning Strategy for Monitoring Complex Industrial Manufacturing Processes. IECON (2023)
Philipp Woock, Janko Petereit, Christian W. Frey, Jürgen Beyerer
ROBDEKON - competence center for decontamination robotics. Autom. 70 (10) (2022)
Tianyi Guan, Christian W. Frey
Reuse historic costs in dynamic programming to reduce computational complexity in the context of model predictive optimization. ICVES (2015)
Oliver Niggemann, Christian W. Frey
Data-driven anomaly detection in cyber-physical production systems. Autom. 63 (10) (2015)
Olivier Chevrant-Breton, Tianyi Guan, Christian W. Frey
Search space reduction in dynamic programming using monotonic heuristics in the context of model predictive optimization. ITSC (2014)
Tianyi Guan, Christian W. Frey
Using ensemble of decision trees with SVM nodes to learn the behaviour of a transmission control software. ITSC (2014)
Tianyi Guan, Christian W. Frey
Predictive fuel efficiency optimization using traffic light timings and fuel consumption model. ITSC (2013)
Janko Petereit, Thomas Emter, Christian W. Frey
Combined Trajectory Generation and Path Planning for Mobile Robots Using Lattices with Hybrid Dimensionality. RiTA (2013)
Janko Petereit, Thomas Emter, Christian W. Frey, Thomas Kopfstedt, Andreas Beutel
Application of Hybrid A* to an Autonomous Mobile Robot for Path Planning in Unstructured Outdoor Environments. ROBOTIK (2012)
Tianyi Guan, Christian W. Frey
Fuel efficiency driver assistance system for manufacturer independent solutions. ITSC (2012)
Tianyi Guan, Christian W. Frey
Model adaptive driver assistance system to increase fuel savings. ICVES (2012)
Christian W. Frey
Prozessdiagnose und Monitoring feldbusbasierter Automatisierungsanlagen mittels selbstorganisierender Karten und Watershed-Transformation (Process Diagnosis and Monitoring of Field Bus based Automation Systems Using Self-Organising Maps and Watershed Transformations). Autom. 56 (7) (2008)
Christian W. Frey
Process diagnosis and monitoring of field bus based automation systems using self-organizing maps and watershed transformations. MFI (2008)
Christian W. Frey, Helge-Björn Kuntze
Neuro-Fuzzy-basiertes multisensorielles Diagnosekonzept zur qualifizierten Schadensdiagnose an Abwasserkanälen (Neuro-Fuzzy based Multi Sensor Diagnosis Concept for Qualified Condition Assessment in Sewer Systems). Autom. 53 (7) (2005)
Christian W. Frey, Andreas Jacubasch, Helge-Björn Kuntze, R. Plietsch
Smart neuro-fuzzy based control of a rotary hammer drill. ICRA (2003)
Christian W. Frey, Helge-Björn Kuntze
A neuro-fuzzy supervisory control system for industrial batch processes. IEEE Trans. Fuzzy Syst. 9 (4) (2001)
Roland Munser, Helge-Björn Kuntze, Matthias Hartrumpf, Christian W. Frey
Ein modulares Multisensorsystem für Rohrinspektions und Rohrsanierungsroboter. AMS (2000)
Christian W. Frey, Markoto Sajidman, Helge-Björn Kuntze
A neuro-fuzzy supervisory control system for industrial batch processes. FUZZ-IEEE (2000)
Christian W. Frey, Markoto Sajidman, Helge-Björn Kuntze
Fuzzy logic supervisory control of a strongly disturbed batch process. ECC (1999)