Property:OneLineSummary

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Showing 20 pages using this property.
F
Foundation Models for Time Series Analysis +
Explore the use of large pre-trained time-series foundation models (TSFM) and design fine-tuning strategies on tasks of interest  +
Fuzz testing of network protocols +
Investigation how fuzz testing of network protocols could be implemented and provide rapid robustness testing  +
G
Gait analysis using wearable sensors in Parkinson's disease +
The project aims to develop a machine learning tool for the assessment of Parkinsonian gait in a natural environment  +
Game-Theoretic Trust Evaluation for Objective Conflict Resolution +
Design and implement a trust evaluation mechanism that distinguishes between legitimate goal divergence and malicious behavior using game-theoretic principles.  +
Generating synthetic time series data in case of data scarcity +
Generating synthetic time series data in case of data scarcity  +
Generative Approach for Multivariate Signals +
The topic focuses on generative models (VAE) for CAN-bus data and investigating the representation learning capabilities of such techniques  +
Graph Neural Networks for Multivariate Time Series Data Analysis +
Our project aims to analyze multivariate time series through the innovative application of graph neural networks.  +
Graph Neural Networks for Traffic Flow Forecasting +
The main goal of this project is to explore GNN for traffic flow forecasting  +
Graph Neural Networks for cardiovascular disease +
The main goal of this project is to explore GNN for cardiovascular disease  +
Graphical Traffic Scenario Editor +
Develop an interactive graphical application to draw vehicle paths and their surrounding environment, for rapid prototyping of traffic scenarios in intelligent vehicle research.  +
H
HUMAI - Test and Demonstration of HUMan-centered AI +
Increased engagement of industral operators through human-centered AI; the project is done in collaboration with local rubber factory  +
Hardware Security Enhancement in Cyber-Physical Systems using Deep Learning-based Anomaly Detection +
In this project, we intend to employ a deep learning approach to detect anomalies in cyber-physical systems using data flow monitoring.  +
Hide-and-Seek Privacy Challenge (NeurIPS 2020) +
Building novel methods for privacy-preserving data sharing and/or re-identification  +
High Precision Power Use Measurement Device for Raspberry PI +
Design and build a device from measuring power draw of a Raspberry PI with high precision to power profile software.  +
Human Motion Analysis using Inertial Sensors +
Compare and evaluate accelerometer and gyroscopes for analyzing human motion in real-world applications.  +
Human Value Detection +
Given a textual argument and a human value category, classify whether or not the argument draws on that category.  +
Human ground robot interaction +
External communication from mobile robots to minimize conflicts with pedestrians  +
Human identification by handwriting of identity text +
Identify a hand writer when repeated identity relevant text is available  +
Human-in-the-loop Discovery of Interpretable Concepts in Deep Learning Models +
Interactive discovery of disentangled and interpretable concepts in Deep Learning Models  +
Hydro Power Station +
Collaboration with Ålberga Bruk 1919  +
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