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List of results
- AI Enabled Service Market Logistics + (AI, Learning Systems, good programming skills)
- Multi-modal risk prediction models on osteoporotic fracture, myocaridal infarction and stroke + (AI, ML, DL, AI for health)
- XAI for time series data - collaboration with the mathematics and statistics dept. of the University of West Florida + (AI, signal treatment)
- Recurrent and Deep Learning for Machine Prognostics + (Artificial Intelligence and Learning Systems courses; good knowledge in machine learning and neural networks; programming skills for implementing machine learning algorithms)
- Deep Recurrent Networks for Machine Prognostics + (Artificial Intelligence and Learning Systems courses; good knowledge in machine learning and neural networks; programming skills for implementing machine learning algorithms)
- Representation Learning for Deviation Detection + (Artificial Intelligence and Learning Systems courses; good knowledge of machine learning and neural networks; programming skills for implementing machine learning algorithms)
- Transfer Learning for Machine Diagnostics and Prognostics + (Artificial Intelligence and Learning Systems courses; good knowledge of machine learning and neural networks; programming skills for implementing machine learning algorithms)
- Anomaly Detection on Truck Histograms + (Artificial Intelligence and Learning Systems courses; good knowledge of machine learning and neural networks; python programming skills for implementing machine learning algorithms)
- Resolving Class Imbalance using Generative Adversarial Networks + (Artificial Intelligence and Learning Systems courses; good knowledge of machine learning and neural networks; python programming skills for implementing machine learning algorithms.)
- Piglets Detection and Counting using Deep Neural Networks + (Artificial Intelligence and Learning Systems courses; good knowledge of machine learning and neural networks; python programming skills for implementing machine learning algorithms.)
- Thermal Profiling of Residential Energy Consumption for Heat Pump and District Heating Customers + (Artificial Intelligence and Learning Systems courses; good knowledge of data mining; programming skills for implementing machine learning algorithms)
- Anomaly ranking of District Heating Substations + (Artificial Intelligence and Learning Systems courses; good knowledge of data mining; programming skills for implementing machine learning algorithms)
- Peer Group Discovery in District Heating Substations and Heat Pumps for Self-Monitoring + (Artificial Intelligence and Learning Systems courses; good knowledge of data mining; programming skills for implementing machine learning algorithms)
- Evolutionary Behavior Trees for Multi-Agent Task-Oriented Environment + (Artificial Intelligence and Learning Systems courses)
- Vehicle Operation Classification + (Artificial Intelligence and Learning Systems courses)
- Detecting changes in causal relations + (Artificial Intelligence and Learning Systems courses)
- Automatic Machine Learning (AUTO-AUTO-ENCODER!) + (Artificial Intelligence and Learning Systems courses,)
- Music style transfer + (Artificial Intelligence, Data Mining, and Learning Systems courses; good knowledge of machine learning and neural networks; programming skills for implementing machine learning algorithms; interests in music (of many genres))
- Transfer Learning for Machine Diagnosis and Prognosis + (Artificial Intelligence, Data Mining, and Learning Systems courses; good knowledge of machine learning and neural networks; programming skills for implementing machine learning algorithms)
- Explainable AI for predictive maintenance in collaboration with Volvo + (Artificial Intelligence, Data Mining, and Learning Systems courses; good knowledge of machine learning and neural networks; programming skills for implementing machine learning algorithms)
- Automatic Idea Detection for controlling Healthcare-associated infections + (Artificial Intelligence, Data Mining; knowledge of natural language processing is a plus)
- Recognition of Human Intentions for Automated Cars + (Artificial Intelligence, Image Analysis)
- Modeling and Exploration of Self Rated Health Data using Machine Learning + (Artificial Intelligence, Learning System courses)
- Emergency vehicle movement prediction + (Artificial Intelligence, Learning Systems)
- AI R&D at King + (Artificial Intelligence, Learning Systems Course)
- Analysis of Multi-Lingual Vehicle Service Histories + (Artificial Intelligence, Learning Systems, Data Mining)
- Automatic Generation of Descriptive Features for Predicting Vehicle Faults + (Artificial Intelligence, Learning Systems, Data Mining)
- Behaviour Recognition for automated cars + (Artificial Intelligence, Machine Learning)
- Fuzz testing of network protocols + (Bachelor or master program within data engineering or embedded systems. Experience in embedded C programming.)
- Human Motion Analysis using Inertial Sensors + (Background in signal analysis and programming are required. Interest in inertial sensors is a bonus.)
- Real-time Motion Analysis using Inertial Sensors + (Background in signal analysis and programming are required. Interest in inertial sensors is a bonus.)
- Analyzing Human Motion using Inertial Sensors + (Background in signal analysis and programming are required. Interest in inertial sensors is a bonus.)
- Identity verification of humans performing physical activities + (Background in signal analysis and programming are required. Interest in inertial sensors is a bonus.)
- RaspberryPiVolvoLogger + (Basic Linux knowledge, programming competence, possibly electronics experience, Cooperating Intelligent Systems or equivalent basic Artificial Intelligence course)
- Coordinated Multi-Drone Pattern Formation with Crazyflie & Lighthouse + (Basic Python, ROS 2, linear algebra & coordinate frames; Git/Linux)
- In-Vehicle Data Acquisition for Driving Behavior Profiling and Automotive AI Applications + (Communication, programming and hardware skills.)
- Modelling Health Recommender System using Hybrid Techniques + (Completed courses in basic machine learning are required.)
- Comprehending low-dimensional manifolds of temporal data from the home + (Completed courses in basic machine learning is required.)
- Contactless monitoring of blood pressure using photoplethysmography + (Computer vision or digital image processing, digital signal processing, Machine learning, Artificial Intelligence)
- Automatic Generation of Realtime Machine Learning Architectures + (Contact : Yousra Alkabani and Hazem Ali)
- Traffic Estimation From Vehicle Data + (Cooperating Intelligent Systems and Learning Systems courses Some level of Matlab and/or Python programming knowledge is recommended)