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List of results

• Image Retrieval for Arguments  + (ML, Python)
• Embedding DNN models on mobile robots for object detection  + (Machine Learning)
• Deep feature analysis and extraction on Logged Vehicle data for the task of predictive maintenance  + (Machine Learning)
• Road user behavior prediction  + (Machine Learning)
• Automatic Idea Detection from social media for Controlling and Preventing Healthcare-Associated Infections (with funding opportunity)  + (Machine Learning)
• Machine Learning-based optimization of physical activity  + (Machine Learning courses)
• Analysis of Ambient Sound in HINT  + (Machine Learning, Python)
• Human ground robot interaction  + (Machine learning)
• AI for sustainability management and reporting  + (Machine learning courses)
• Explainable AI and poverty prediction  + (Machine learning, deep learning)
• Detection of smart cars cyber attacks  + (Mathematical statistics, machine learning, programming)
• Improved networks for cloud-car communication  + (Mathematical statistics, machine learning, programming)
• Trajectory prediction algorithms for intention sharing in Micromobility  + (Matlab or Python, ML-methods, polynomial fitting, programming for embedded systems.)
• Analysing comments (NLP) for Malware Analysis  + (NLP)
• EXIST: sEXism Identification in Social neTworks  + (NLP)
• Ideology and Power Identification in Parliamentary Debates  + (NLP)
• Analyzing Privacy Policies (NLP) -- Malware Analysis  + (NLP; Python;)
• The effect of a mixed-capability vehicular fleet on Vulnerable Road User safety  + (Programming (C++); Statistics)
• Behaviour modeling and classification of vehicles at a roundabout  + (Programming (any of C++, Python, Matlab))
• Segmentation and object identification in warehouse environments using machine learning  + (Programming (any of C++, Python, Matlab))
• Modelling behavior and interaction of road users in transportation systems  + (Programming (any of C++, Python, Matlab))
• Mining For Meanings In Robot Maps  + (Programming (preferably C++ or Python), Machine Learning, Data Mining. Bonus: Mobile Robots (kinematic/dynamic modeling), ROS.)
• Model Volvo Truck Lifetime Repair History  + (Programming competence Artificial Intelligence, Learning Systems and Data Mining courses)
• Understand Patterns in Volvo Truck Lifetime Repair History  + (Programming competence Artificial Intelligence, Learning Systems and Data Mining courses)
• Development of surveillance methods for sterilizers  + (Programming competence Cooperating Intelligent Systems and Learning Systems courses)
• Identification and Classification of Automotive Radar Interference using Data-driven Methods  + (Programming for data analysis, experience with Matlab/Python (with ML-libraries), signal processing foundations)

• Agent and object detection and classification in a warehouse setting  + (Programming skills (preferably C++ or Python))
• Model behaviour of agents in a warehouse setting  + (Programming skills (preferably C++ or Python))

• Data Mining In a Warehouse Inventory  + (Programming skills, Machine Learning, Computer Vision, Data Mining.)
• V2X Intention Sharing for E-Bikes and E-Scooters  + (Programming; Ability to work with Single-board Computers running Linux distributions; Trigonometry; Differential Equations.)
• Network-assisted positioning in confined spaces using 802.11 Access Layer information  + (Programming; Statistics; Basic knowledge of 802.11 and Access Layer in general (i.e., the equivalent to OSI layers 1 and 2); Ability to work with Single-board Computers running Linux distributions)
• Connected Safety Vest for Roadworkers  + (Programming; embedded systems; Linux (Debian))
• Smart sensor  + (Projects involving both software, hardware, and electronics require much development/time)
• Multi-modal Weather type Classifier  + (Python programming, Deep Learning)
• Analysis of ocular image synthesis for cross-spectral recognition  + (Python, Deep Learning course, Image Analysis course)
• Human Value Detection  + (Python, ML)
• Classifying heart diseases based on heart random numbers  + (Python, Matlab, ML)
• Browser Extensions Updates  + (Python; JavaScript)
• Collaborative Filtering Recommendation System Location Content-based  + (Python; JavaScript)
• No Signal Left to Chance  + (Python; JavaScript; ML)
• Interactive Anomaly Detection  + (Requires very good understanding of ML and data mining techniques (especially for anomaly detection). Good programming skills (preferably in Python) are also required.)
• Multi-robot coordination in a warehouse  + (Robotics, Intelligent Vehicles, Algorithm courses)
• Activity monitoring for AAL  + (Sensor System (7.5 credits), Learning Systems (7.5 credits), Cooperating Intelligent Systems (7.5 credits), or similar)
• Something to do with social robots  + (Should be able to code in python, work with Robot Operating System, and be interested in robots, computer vision, human-robot interaction.)
• Acumen Robot Model Series  + (Solid mathematical and programming skills)
• Evaluation of Open Source Robot Simulators for Smart Mobility Applications  + (Solid programming experience, preferably in C++ under Linux.)
• Simulating Crowds for Traffic Safety Research  + (Solid programming in Python, C, or C++; previous experience with ROS and mobile robotics would be a significant advantage)
• Merging Clothoids with B-Splines  + (Solid programming skills in Python, Matlab, or similar scientific computing language; foundations in analytical geometry)
• Speaker/speech recognition and engagement  + (Speech analysis, sensors, electronics, programming)
• Multivariate Time Series Analysis with Irregularly Sampled Data  + (Statistics, Neural Networks, Programming (Python or Matlab))
• Uncertainty quantification for data driven clinical decision making  + (Statistics; Neural Networks; Programming (Python or Matlab))
• Leveraging LLMs for Clinical Note Annotation and Uncertainty Estimation  + (Statistics; Neural Networks; Programming (Python))