Category:StudentProject

M

• Multi-Sensor Fusion for Semantic Scene Understanding
• Multiband RF Rectifier for Self-Powered IoT Devices
• MultiScale Microscopy Detailed
• Multitask learning on vehicle data
• Multivariate Time Series Analysis with Irregularly Sampled Data
• Music style transfer

N

• Name of the new projectEstimating agricultural development indicators over large areas from satellite images – an approach using convolutional neural networks and transfer learning
• Network-assisted positioning in confined spaces using 802.11 Access Layer information
• No Signal Left to Chance
• NOMAD
• Non-contact estimation of blood pressure using photoplethysmography

O

• Object Detection for Autonomous Vehicles
• Object Movement Prediction for Autonomous Cars
• Obstacle Identification from 3D Data for AGVs in a Warehouse Environment
• On control of robots in remote workspaces using lasers
• On detecting deviations by autonomously discovering district heating control strategy used by buildings
• On the explainability of Graph Neural Networks: an application in credit scoring
• One dimensional frequency decomposition of oriented local images applied to fingerprints
• Open and Realistic smart City Activities Simulator (ORCAS)
• OpticalFlowFeaturesForEventDetection
• OpticalFlowForHMI/
• Optimisation Algorithm for Feature enginnering
• Optimisation in Heavy Duty Vehicles Configuration
• Optimising Energy Consumption for Ferries in Collaboration with Cetasol
• Optimization of a 5G algorithm by parallelization
• Optimizing Energy Consumption in Maritime Transportation with Machine Learning Methods (in collaboration with Cetasol)

P

• Pallet Detection and Mapping
• Pallet Rack Identification in Warehouse
• Path Planning
• Peer Group Discovery in District Heating Substations and Heat Pumps for Self-Monitoring
• Piglets Detection and Counting using Deep Neural Networks
• Pose & distance of toy-vehicles in front by spirals
• Positioning of the user at the HINT
• Predicting electricity generation capacity in solar and wind power plants based on meteorological data using machine learning algorithms
• Predicting Energy Consumption for Heavy-Duty Vehicles (in collaboration with Volvo)
• Predicting the status of machines with vibration data
• Prediction of neurodegenerative disorders based on brain images
• Prioritize informative structures in 3D brain images
• Privacy-Preserved Generator for Generating Synthetic EHR data
• Project opportunities at ElectronicArts
• Project opportunities at HMS
• Project opportunities at RISE
• Project opportunities at Toyota
• Project opportunities at zenseact
• Project with Atos
• Project with chargefinder.com
• Project with HMS

P cont.

• Project with Whole AB
• Project(s) at Volvo Cars Corporation
• Project(s) at Volvo Group
• Protecting bikers in traffic by computer vision

Q

• Quantifying exercise-induced muscle fatigue by machine learning
• Quantum Machine Learning models for predicting disease

R

• RAQUEL Robot Assisted QUiz Espying of Learners
• RaspberryPiVolvoLogger
• Real-time bladder scanner
• Real-time Motion Analysis using Inertial Sensors
• Recognition of Human Intentions for Automated Cars
• Recognition of logotypes and signs in photos
• Reconfigurable Orbital angular momentum (OAM) antenna for High-Speed Wireless Communications
• Recurrent and Deep Learning for Machine Prognostics
• Reinforcement Learning applied in mobile health application for hypertion
• Reinforcement learning for End-to-End autonomous driving
• Reinforcement learning in Automation
• Reinforcement Learning with Adaptive Representation Learning
• Replacements vs repairs. What is really a breakdown from the point of view of the data?
• Representation Learning for Deviation Detection
• Representation Learning for Fault Detection and Prognosis
• Representation of Complex Data Types for Machine Learning
• Resolving Class Imbalance using Generative Adversarial Networks
• Reversible GANs
• Risk as a Service with Volvia
• Road user behavior prediction
• Robot Artwork
• Robot Cooking
• Robotic First aid response

S

• Safe deployment of Deep Neural Networks in automotive engineering
• Safety assurance for human in automated crane environment
• Sailboat Motion Planning using the Level-Set Method
• Sandboxed scripting on embedded systems
• Secure Hardware Accelerators for Machine Learning: Design, Evaluation, and Mitigation of Vulnerabilities
• Securing Multi-Processor System-on-Chips: Assessing Vulnerabilities to Hardware Trojans Through Thermal Profiles
• Security analysis of IIoT connectivity protocols
• Segmentation and object identification in warehouse environments using machine learning
• Segmentation of shoeprints
• Self-adaptive Recommender System In Conditional Context
• Semantic Analysis of 2D Maps With a Metric-Topological Approach
• Semi-supervised deep learning model to optimally charge and discharge the batteries of electric cars and balance distribution of electrical energy in the power grid
• Sensor fusion and machine learning for drone detection and classification
• Short-Term Energy Demand Forecasting
• SimpleText: Automatic Simplification of Scientific Texts
• Simulating Crowds for Traffic Safety Research
• Situation awareness in traffic
• Smart Alarm

S cont.

• Smart App for PD
• Smart City Monitoring Using Ontology-based Machine Learning
• Smart Home Simulation
• Smart meters' data analysis
• Smart sensor
• Social touch for robots
• Something to do with social robots
• Speaker/speech recognition and engagement
• Supervised/Unsupervised Electricity Customer Classification
• Surface normal estimation by Spiral Codes

T

• The CatFish project
• The effect of a mixed-capability vehicular fleet on Vulnerable Road User safety
• The effect of contextual information on fuel consumption using Explainable AI!
• Thermal Detection of Subtle Human Cues for a Robot Magic Performance
• Thermal Profiling of Residential Energy Consumption for Heat Pump and District Heating Customers
• Thesis with Jayway
• Thesis with Medius
• Time series anomaly detection for heavy-duty vehicles
• Time Series Motif/Discord Discovery Under Context
• Timeseries representation learning for EHR
• Towards robustness of post hoc Explainable AI methods
• Traffic Estimation From Vehicle Data
• Transfer Learning by Selection of Invariant Features
• Transfer Learning for Machine Diagnosis and Prognosis
• Transfer Learning for Machine Diagnostics and Prognostics
• Transfer Learning for Network Security

U

• Ultra-wideBand Antenna Array for Vehicular Communication
• Uncertainty quantification for data driven clinical decision making
• Understand Patterns in Volvo Truck Lifetime Repair History
• Understanding Applicability of Echo State Networks to Diverse Industrial Data
• Understanding usage of Volvo trucks
• Using Deep Q-Learning (Alpha-Go algorithm) to solve routing problems in warehouse logistics

V

• V2X Intention Sharing for E-Bikes and E-Scooters
• Value of BIG DATA for Large Building Owners
• Vehicle Operation Classification
• Vehicle Usage Modeling over Time
• Vehicular Network Graphical Interface
• Virtual reality to support traffic safety
• Visual analysis for infotainment in car interiors
• Visual Transformers for 3D medical images Classification: use-case neurodegenerative disorders

W

• Wideband Dielectric Resonator Antenna Array for Autonomous Vehicles
• Wisdom of the crowd, is there a single crowd?

X

• XAI for time series data - collaboration with the mathematics and statistics dept. of the University of West Florida

Z

• Zenseact Scalable Mapping
• Zero-Shot Learning for Semantic Segmentation