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List of results

• Analyzing white blood cells in blood samples using deep learning techniques  + (Good knowledge of machine learning, convolutional neural networks and programming skills for implementing machine learning algorithms)
• Model-Based Testing of Zero-Copy Protocols  + (Good programming skills, preferably the course on Testing and Verification of Embedded Systems complete, or similar.)
• Blood splatter analysis  + (Have done or doing the Image Analysis, Computer Vision in 3D and Deep Learning courses.)
• Chess playing humanoid robot by vision  + (Image Analysis)
• Pose & distance of toy-vehicles in front by spirals  + (Image Analysis)
• Protecting bikers in traffic by computer vision  + (Image Analysis)
• RAQUEL Robot Assisted QUiz Espying of Learners  + (Image Analysis)
• Human identification by handwriting of identity text  + (Image Analysis)
• Ice rink resurfacing system for selfdriving vehicles having spiral codes  + (Image Analysis, DEIS (Design of Embedded...))
• Article Identification for Inventory List in a Warehouse Environment  + (Image Analysis, Machine Learning, programming skill)
• Surface normal estimation by Spiral Codes  + (Image Analysis, multi-variable calculus)
• Convolutional Neural Network (CNN) features behaviour in the context of textures  + (Image Analysis: Grade 4 or 5)
• Obstacle Identification from 3D Data for AGVs in a Warehouse Environment  + (Image analysis, machine learning, programming skill, ROS and PLC)
• Semantic Analysis of 2D Maps With a Metric-Topological Approach  + (Image analysis, programming skill, machine learning)
• Pallet Detection and Mapping  + (Image analysis, programming skills (preferably C++ or Python), familiarity with pattern recognition, Familiarity with filtering techniques (eg. EKF) for mobile robots mapping.)
• Adaptive warning field system  + (Image analysis, programming skills (preferably C++ or Python))
• Barcode mapping in warehouses  + (Image analysis, programming skills (preferably C++ or Python).)
• FirstResponse  + (Image analysis, sensors systems, learning systems, cooperating intelligent systems or similar)
• Robotic First aid response  + (Image analysis, sensors systems, learning systems, cooperating intelligent systems or similar; Some ability to work with software (installing libraries and writing code), and interest in robots, healthcare, or recognition)
• Robot Artwork  + (Interest in robots and humans (artwork and emotions); Willingness to work to help others, also by competing in a contest with a chance to earn prestige and money for charities and the university; Software skills)
• Beyond 5G baseband processing on a multicore architecture  + (Knowledge in embedded parallel programming)
• Building a Knowledge-based AI Framework for Mobility  + (Knowledge of AI, knowledge-based systems, and machine learning)
• Investigation of spread spectrum techniques to reduce the electromagnetic interference in switch mode power supply  + (Knowledge of electromagnetic compatibility, electric motors, basics in C-programming, Matlab)
• Smart Home Simulation  + (Learning Systems)
• Investigating Robustness of DNNs  + (Learning Systems, Data Mining, Parallel programming)

• BD prediction  + (Learning systems)

• SCANIA Project: Graph neural networks for anomaly detection  + (Learning systems, AI and deep learning courses)
• NOMAD  + (Learning systems, multivariate analysis, programming skills)
• Data mining for fault diagnostics in cyberphysical systems  + (Learning systems, multivariate analysis, programming skills)
• 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.)