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List of results

• Data analysis in collaboration with WirelessCar  + (Fall 2022)
• Data Heterogeneity in Federated Learning  + (Fall 2022)
• Model Heterogeneity in Federated Learning  + (Fall 2022)
• Wideband Dielectric Resonator Antenna Array for Autonomous Vehicles  + (Fall 2022)
• Fair Conformal Prediction  + (Fall 2022)
• Human-in-the-loop Discovery of Interpretable Concepts in Deep Learning Models  + (Fall 2022)
• Connected Safety Vest for Roadworkers  + (Fall 2022)
• Graph Neural Networks for Traffic Flow Forecasting  + (Fall 2022)
• Fair representation learning of electronic health records  + (Fall 2022)
• Be The Change: Video Analysis for Environmental Sustainability  + (Fall 2022)
• Be The Change: Online Video Selection for Climate Change Education  + (Fall 2022)
• Zenseact Scalable Mapping  + (Fall 2022)
• Explainable AI and poverty prediction  + (Fall 2022)
• Project with HMS  + (Fall 2022)
• Multi-Sensor Fusion for Semantic Scene Understanding  + (Fall 2022)
• Action Library for Robot Execution  + (Fall 2022)
• Transfer Learning for Network Security  + (Fall 2023)
• Evaluation of JAX in AI/ML software engineering  + (Fall 2023)
• Towards robustness of post hoc Explainable AI methods  + (Fall 2023)
• On the explainability of Graph Neural Networks: an application in credit scoring  + (Fall 2023)
• Federated learning in automotive industry  + (Fall 2023)
• Predicting Energy Consumption for Heavy-Duty Vehicles (in collaboration with Volvo)  + (Fall 2023)
• Time series anomaly detection for heavy-duty vehicles  + (Fall 2023)
• V2X Intention Sharing for E-Bikes and E-Scooters  + (Fall 2023 - Spring 2024)
• Network-assisted positioning in confined spaces using 802.11 Access Layer information  + (Fall 2023 - Spring 2024)

• AI for sustainability management and reporting  + (Fall 2023 - spring 2024)

• Joint Analysis of Multimodal data on climate change for the educational purpose  + (Fall 2024)
• Project(s) at Volvo Group  + (Fall 2024)
• Project with chargefinder.com  + (Fall 2024)
• Hydro Power Station  + (Fall 2024)
• Adapt LoCoMotif to forklift data  + (Fall 2024)
• Mapping SFO mitigation/Linearization algorithms, trade-off between memory and computation on GPU  + (Fall 2024)
• Enhancing the Accuracy of CSI-Based Positioning in Massive MIMO Systems  + (Fall 2024)
• Evolving Kolmogorov-Arnold Networks  + (Fall 2024)
• Evaluating the Digital Tools for Promoting Sustainable Food Consumption  + (Fall 2024)
• Protein Language Models for drug discovery  + (Fall 2024)
• Evaluating the Effects of Social Media on Educational Sustainability in Sweden  + (Fall 2024)
• The healthcare data mining with advance AI technology  + (Fall 2024)
• Graph Neural Networks for Multivariate Time Series Data Analysis  + (Fall 2024)
• ISLAB/CAISR:Fault detection using acoustic signals through anomaly detection  + (Fall 2024)
• Concept Re-identification to Explain Online Continual Learning  + (Fall 2024)
• Trajectory prediction algorithms for intention sharing in Micromobility  + (Fall 2024 - Spring 2025)
• High Precision Power Use Measurement Device for Raspberry PI  + (Fall 2024/Spring 2025)
• Thesis together with DirSys  + (Fall 2025)
• Adaptive Knowledge Aggregation in Asynchronous Reinforcement Learning  + (Fall 2025)
• Project opportunities at Toyota  + (Fall 2025)
• Project opportunities at ElectronicArts  + (Fall 2025)
• Project opportunities at RISE  + (Fall 2025)
• Project opportunities at zenseact  + (Fall 2025)
• Project(s) at Volvo Cars Corporation  + (Fall 2025)
• The CatFish project  + (Fall 2025)