2019
| , Anomaly detection of timeseries: A comparison of statistical vs classical machine learning vs deep learning approaches, TU Darmstadt, 2019 |
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| , Ensemble of Classifier Patches for Handling Recurrent Concept Drift, TU Darmstadt, 2019 |
| , Feature Selection on Highly Redundant Multivariate Time Series, TU Darmstadt, 2019 |
| , Implementations of Optimization Methods on Patching Algorithm with Concept Drift, TU Darmstadt, 2019 |
| , Information Extraction from Data Sheets of Optical Network Devices, TU Darmstadt, 2019 |
| , Neural Network Patching for Data Streams with Concept Drift, TU Darmstadt, 2019 |
2018
| , Blood Glucose Prediction with Convolutional Neural Networks, TU Darmstadt, 2018 |
| , Classifying CGM Curves Using a Deep Neural Network to Improve Therapy Decisions of Diabetes Type I Patients, TU Darmstadt, 2018 |
| , Clustering of Error Regions for Patching Classifier, TU Darmstadt, 2018 |
| , Data-Driven Fault Detection and Isolation of Industrial Fluid Transfer Systems, TU Darmstadt, 2018 |
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| , Entwicklung einer Applikation zur handschriftlichen Erweiterung des MNIST-Datensatzes, TU Darmstadt, 2018 |
| , Erstellung und Implementierung eines Konzepts zur Messung von Datenqualität für zustandsorientierte Instandhaltung von Güterzügen, TU Darmstadt, 2018 |
| , Load Data Recorder: Design und Implementierung einer Methode zur Ermittlung von Lastkollektiven automobiler Bauteilkomponenten, TU Darmstadt, 2018 |
| , Predicting and Forecasting the Lifetime of Automotive Vehicle Components, TU Darmstadt, 2018 |
| , Predicting Blood Glucose Levels of Diabetes Patients, TU Darmstadt, 2018 |
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| , Time Series Analysis via Shapelet Generation, TU Darmstadt, 2018 |
| , Using LSTM Networks for the Prediction of Lane Change Maneuvers, TU Darmstadt, 2018 |
| , Verbesserung des Patching Algorithmus durch Adaptive Windowing Techniken, TU Darmstadt, 2018 |
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2017
| , A concept for a modular sensorbased Predictive Maintenance system for Industry 4.0, TU Darmstadt, 2017 |
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| , Predicting harmful conditions with Hidden Markov Models, TU Darmstadt, 2017 |
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| , Predictive Maintenance: Vorhersage von Stromrichterausfällen bei Güterzügen, TU Darmstadt, 2017 |
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| , Vehicle Sensor and Event Detection through Smartphone Acceleration Data, TU Darmstadt, 2017 |
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2016
| , Predictive Maintenance in a Railway Scenario using One-Class Support Vector Machines, TU Darmstadt, 2016 |
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