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- PhD Thesis
- open access
Physics-enhanced machine learning for predictive maintenance of solenoid valves and water distribution networks
(2023) -
Realizing real-world and context-aware human behavior monitoring using wearable and smartphone data for mobile health
(2023) -
Advancing time series data analytics and applied machine learning in healthcare
(2023) -
Meta data enrichment for improving the quality and usability of botanical collections
(2022) -
Towards machine learning-based predictive maintenance in industry using vibration and acoustic data
(2022) -
Hybrid physics-based neural network models for predicting nonlinear dynamics in mechatronic applications
(2021) -
Insight mining in time series data with applications for anomaly detection
(2021) -
- PhD Thesis
- open access
Data-driven performance monitoring, fault detection and dynamic dashboards for offshore wind farms
(2017) -
- PhD Thesis
- open access
Multimodal analysis for object classification and event detection
(2016) -
- PhD Thesis
- open access
Multi-modal video analysis for early fire detection
(2011)