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Found 51 publication records. Showing 51 according to the selection in the facets
| Hits ?▲ |
Authors |
Title |
Venue |
Year |
Link |
Author keywords |
| 1 | Jürgen Beyerer, Alexander Maier, Oliver Niggemann (eds.) |
Machine Learning for Cyber Physical Systems, Selected papers from the International Conference ML4CPS 2017, Lemgo, Germany, September 25-26, 2017.  |
ML4CPS  |
2020 |
DBLP DOI BibTeX RDF |
|
| 1 | Jürgen Beyerer, Christian Kühnert, Oliver Niggemann (eds.) |
Machine Learning for Cyber Physical Systems, Selected papers from the International Conference ML4CPS 2018, Karlsruhe, Germany, October 23-24, 2018. |
ML4CPS |
2019 |
DBLP DOI BibTeX RDF |
|
| 1 | Oliver Rettig, Silvan Müller, Marcus Strand, Darko Katic |
Which deep artifical neural network architecture to use for anomaly detection in Mobile Robots kinematic data? |
ML4CPS |
2018 |
DBLP DOI BibTeX RDF |
|
| 1 | Christian Beecks, Shreekantha Devasya, Ruben Schlutter |
Machine Learning for Enhanced Waste Quantity Reduction: Insights from the MONSOON Industry 4.0 Project. |
ML4CPS |
2018 |
DBLP DOI BibTeX RDF |
|
| 1 | Markus Koester |
Making Industrial Analytics work for Factory Automation Applications. |
ML4CPS |
2018 |
DBLP DOI BibTeX RDF |
|
| 1 | Carlos Paiz Gatica, Alexander Boschmann |
Enabling Self-Diagnosis of Automation Devices through Industrial Analytics. |
ML4CPS |
2018 |
DBLP DOI BibTeX RDF |
|
| 1 | Thomas Bernard, Christian Kühnert, Enrique Campbell |
Web-based Machine Learning Platform for Condition- Monitoring. |
ML4CPS |
2018 |
DBLP DOI BibTeX RDF |
|
| 1 | Uwe Frieß, Martin Kolouch, Matthias Putz |
Deduction of time-dependent machine tool characteristics by fuzzy-clustering. |
ML4CPS |
2018 |
DBLP DOI BibTeX RDF |
|
| 1 | Christian Kühnert, Christian Frey, Ruben Seyboldt |
Detection of Directed Connectivities in Dynamic Systems for Different Excitation Signals using Spectral Granger Causality. |
ML4CPS |
2018 |
DBLP DOI BibTeX RDF |
|
| 1 | Johannes Sailer, Christian Frey, Christian Kühnert |
GPU GEMM-Kernel Autotuning for scalable machine learners. |
ML4CPS |
2018 |
DBLP DOI BibTeX RDF |
|
| 1 | Alexander Graß, Christian Beecks, José Angel Carvajal Soto |
Unsupervised Anomaly Detection in Production Lines. |
ML4CPS |
2018 |
DBLP DOI BibTeX RDF |
|
| 1 | Klaudia Kovacs, Fazel Ansari, Claudio Geisert, Eckart Uhlmann, Robert Glawar, Wilfried Sihn |
A Process Model for Enhancing Digital Assistance in Knowledge-Based Maintenance. |
ML4CPS |
2018 |
DBLP DOI BibTeX RDF |
|
| 1 | Jonathan Krauß, Maik Frye, Gustavo Teodoro Döhler Beck, Robert H. Schmitt |
Selection and Application of Machine Learning- Algorithms in Production Quality. |
ML4CPS |
2018 |
DBLP DOI BibTeX RDF |
|
| 1 | Anke Stoll, Norbert Pierschel, Ken Wenzel, Tino Langer |
Process Control in a Press Hardening Production Line with Numerous Process Variables and Quality Criteria. |
ML4CPS |
2018 |
DBLP DOI BibTeX RDF |
|
| 1 | Gerd Gröner |
A Random Forest Based Classifier for Error Prediction of Highly Individualized Products. |
ML4CPS |
2018 |
DBLP DOI BibTeX RDF |
|
| 1 | Jorge Francés-Chust, Joaquín Izquierdo 0001, Idel Montalvo |
LoRaWan for Smarter Management of Water Network: From metering to data analysis. |
ML4CPS |
2018 |
DBLP DOI BibTeX RDF |
|
| 1 | Andreas Kuhnle, Gisela Lanza |
Application of Reinforcement Learning in Production Planning and Control of Cyber Physical Production Systems. |
ML4CPS |
2018 |
DBLP DOI BibTeX RDF |
|
| 1 | Carlos Paiz Gatica, Marco Platzner |
Adaptable Realization of Industrial Analytics Functions on Edge-Devices using Reconfigurable Architectures. |
ML4CPS |
2017 |
DBLP DOI BibTeX RDF |
|
| 1 | Ljiljana Stojanovic |
Intelligent edge processing. |
ML4CPS |
2017 |
DBLP DOI BibTeX RDF |
|
| 1 | Heinrich Warkentin, Meike Wocken, Alexander Maier |
Verstehen von Maschinenverhalten mit Hilfe von Machine Learning. |
ML4CPS |
2017 |
DBLP DOI BibTeX RDF |
|
| 1 | Fazel Ansari, Robert Glawar, Wilfried Sihn |
Prescriptive Maintenance of CPPS by Integrating Multimodal Data with Dynamic Bayesian Networks. |
ML4CPS |
2017 |
DBLP DOI BibTeX RDF |
|
| 1 | Katharina Giese, Jens Eickmeyer, Oliver Niggemann |
Differential Evolution in Production Process Optimization of Cyber Physical Systems. |
ML4CPS |
2017 |
DBLP DOI BibTeX RDF |
|
| 1 | Felix Reinhart, Sebastian von Enzberg, Arno Kühn, Roman Dumitrescu |
Machine Learning for Process-X: A Taxonomy. |
ML4CPS |
2017 |
DBLP DOI BibTeX RDF |
|
| 1 | Andreas Bunte, Peng Li 0045, Oliver Niggemann |
Learned Abstraction: Knowledge Based Concept Learning for Cyber Physical Systems. |
ML4CPS |
2017 |
DBLP DOI BibTeX RDF |
|
| 1 | Marta Fullen, Peter Schüller, Oliver Niggemann |
Semi-supervised Case-based Reasoning Approach to Alarm Flood Analysis. |
ML4CPS |
2017 |
DBLP DOI BibTeX RDF |
|
| 1 | Thomas Lewien, Ivan Slimak, Pyare Püschel |
The Acoustic Test System for Transmissions in the VW Group. |
ML4CPS |
2017 |
DBLP DOI BibTeX RDF |
|
| 1 | Jürgen Beyerer, Oliver Niggemann, Christian Kühnert (eds.) |
Machine Learning for Cyber Physical Systems, Selected papers from the International Conference ML4CPS 2016, Karlsruhe, Germany, September 29, 2016. |
ML4CPS |
2017 |
DBLP DOI BibTeX RDF |
|
| 1 | Martin Lachmann, Tilman Stark, Martin Golz, Eberhard Manske |
Evaluation of Deep Autoencoders for Prediction of Adjustment Points in the Mass Production of Sensors. |
ML4CPS |
2017 |
DBLP DOI BibTeX RDF |
|
| 1 | Alberto Ogbechie, Javier Diaz-Rozo, Pedro Larrañaga, Concha Bielza |
Dynamic Bayesian Network-Based Anomaly Detection for In-Process Visual Inspection of Laser Surface Heat Treatment. |
ML4CPS |
2016 |
DBLP DOI BibTeX RDF |
|
| 1 | Thomas Bernard, Marc Baruthio, Claude Steinmetz, Jean-Marc Weber |
Cloud-based event detection platform for water distribution networks using machine-learning algorithms. |
ML4CPS |
2016 |
DBLP DOI BibTeX RDF |
|
| 1 | Christian Kühnert, Miriam Schleipen, Michael Okon, Robert Henßen, Tino Bischoff |
A Modular Architecture for Smart Data Analysis using AutomationML, OPC-UA and Data-driven Algorithms. |
ML4CPS |
2016 |
DBLP DOI BibTeX RDF |
|
| 1 | Christian Kühnert, Idel Montalvo Arango |
A Generic Data Fusion and Analysis Platform for Cyber-Physical Systems. |
ML4CPS |
2016 |
DBLP DOI BibTeX RDF |
|
| 1 | Michael Jacoby, Till Riedel |
Semantic Stream Processing in Dynamic Environments Using Dynamic Stream Selection. |
ML4CPS |
2016 |
DBLP DOI BibTeX RDF |
|
| 1 | Ankush Meshram, Christian Haas 0003 |
Anomaly Detection in Industrial Networks using Machine Learning: A Roadmap. |
ML4CPS |
2016 |
DBLP DOI BibTeX RDF |
|
| 1 | Oliver Niggemann, Jürgen Beyerer (eds.) |
Machine Learning for Cyber Physical Systems, Selected papers from the International Conference ML4CPS 2015, Lemgo, Germany, October 1-2, 2015 |
ML4CPS |
2016 |
DBLP DOI BibTeX RDF |
|
| 1 | Caren Dripke, Sara Höhr, Akos Csiszar, Alexander Verl |
A Concept for the Application of Reinforcement Learning in the Optimization of CAM-Generated Tool Paths. |
ML4CPS |
2016 |
DBLP DOI BibTeX RDF |
|
| 1 | Idel Montalvo Arango, Joaquín Izquierdo Sebastián |
Agent Swarm Optimization: Exploding the search space. |
ML4CPS |
2016 |
DBLP DOI BibTeX RDF |
|
| 1 | Christian Walther, Frank Beneke, Luise Merbach, Hubertus Siebald, Oliver Hensel, Jochen Huster |
Machine-specific Approach for Automatic Classification of Cutting Process Efficiency. |
ML4CPS |
2015 |
DBLP DOI BibTeX RDF |
|
| 1 | Timo Korthals, Thilo Krause, Ulrich Rückert 0001 |
Evidence Grid Based Information Fusion for Semantic Classifiers in Dynamic Sensor Networks. |
ML4CPS |
2015 |
DBLP DOI BibTeX RDF |
|
| 1 | Javier Díaz, Concha Bielza, Jose L. Ocaña, Pedro Larrañaga |
Development of a Cyber-Physical System based on selective Gaussian naïve Bayes model for a self-predict laser surface heat treatment process control. |
ML4CPS |
2015 |
DBLP DOI BibTeX RDF |
|
| 1 | Christian Brecher, Markus Obdenbusch, Werner Herfs |
Towards Optimized Machine Operations by Cloud Integrated Condition Estimation. |
ML4CPS |
2015 |
DBLP DOI BibTeX RDF |
|
| 1 | Fazel Ansari, Madjid Fathi |
Meta-analysis of Maintenance Knowledge Assets Towards Predictive Cost Controlling of Cyber Physical Production Systems. |
ML4CPS |
2015 |
DBLP DOI BibTeX RDF |
|
| 1 | Adrian Böckenkamp, Frank Weichert, Jonas Stenzel, Dennis Lünsch |
Towards Autonomously Navigating and Cooperating Vehicles in Cyber-Physical Production Systems. |
ML4CPS |
2015 |
DBLP DOI BibTeX RDF |
|
| 1 | Christoph Ide, Michael Nick, Dennis Kaulbars, Christian Wietfeld |
Forecasting Cellular Connectivity for Cyber-Physical Systems: A Machine Learning Approach. |
ML4CPS |
2015 |
DBLP DOI BibTeX RDF |
|
| 1 | Adrian Cubillo, Suresh Perinpanayagam, Marcos Rodriguez, Ignacio Collantes, Jeroen Vermeulen |
Prognostics Health Management System based on Hybrid Model to Predict Failures of a Planetary Gear Transmission. |
ML4CPS |
2015 |
DBLP DOI BibTeX RDF |
|
| 1 | Tobias Helbig, Steffen Henning, Johannes Hoos |
Efficient engineering in special purpose machinery through automated control code synthesis based on a functional categorisation. |
ML4CPS |
2015 |
DBLP DOI BibTeX RDF |
|
| 1 | Alexander Diedrich, Andreas Bunte, Alexander Maier, Oliver Niggemann |
Kognitive Architektur zum Konzeptlernen in technischen Systemen. |
ML4CPS |
2015 |
DBLP DOI BibTeX RDF |
|
| 1 | André Mueß, Jens Weber 0001, Raphael-Elias Reisch, Benjamin Jurke |
Implementation and Comparison of Cluster-Based PSO Extensions in Hybrid Settings with Efficient Approximation. |
ML4CPS |
2015 |
DBLP DOI BibTeX RDF |
|
| 1 | Kristijan Vukovic, Kristina Simonis, Helene Dörksen, Volker Lohweg |
Efficient Image Processing System for an Industrial Machine Learning Task. |
ML4CPS |
2015 |
DBLP DOI BibTeX RDF |
|
| 1 | Yongheng Wang, Michael Weyrich |
Towards a novel learning assistant for networked automation systems. |
ML4CPS |
2015 |
DBLP DOI BibTeX RDF |
|
| 1 | Stefan Windmann, Jens Eickmeyer, Florian Jungbluth, Johann Badinger, Oliver Niggemann |
Evaluation of Model-Based Condition Monitoring Systems in Industrial Application Cases. |
ML4CPS |
2015 |
DBLP DOI BibTeX RDF |
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