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- 11:59, 19 December 2025 Comparative Study on Data Abstraction Methodologies for Interoperable V2X Roadside Units (RSU) (hist | edit) [4,130 bytes] Cclab (talk | contribs) (Created page with "{{StudentProjectTemplate |Summary=It is a collaboration with MittLogik on development of Interoperable RSU Prototype focused on Vulnerable Road User (VRU) safety. |Keywords=pe...")
- 15:35, 25 November 2025 In-Vehicle Data Acquisition for Driving Behavior Profiling and Automotive AI Applications (hist | edit) [2,085 bytes] Cclab (talk | contribs) (Created page with "{{StudentProjectTemplate |Summary=Research focus in-vehicle data acquisition techniques, building upon existing work and addressing key limitations in collecting comprehensive...")
- 09:11, 3 November 2025 Tabular Health Data Under Attack: Benchmarking Privacy Risks and Defenses (hist | edit) [1,355 bytes] Islab (talk | contribs) (Created page with "{{StudentProjectTemplate |Summary=This thesis aims to investigate privacy attacks and defenses in tabular health data. |TimeFrame=Autumn25-Spring26 |References=[1] He, Z., Ouy...")
- 12:32, 28 October 2025 Asynchronous Federated Learning for Commercial Vehicle Fleets (hist | edit) [4,392 bytes] Islab (talk | contribs) (Created page with "{{StudentProjectTemplate |Summary=explore and design Asynchronous Federated Learning strategies for commercial vehicle fleets in AI-driven digital services |TimeFrame=Fall 202...")
- 11:58, 28 October 2025 Anomaly Detection for Heavy-duty Vehicles (hist | edit) [3,579 bytes] Islab (talk | contribs) (Created page with "{{StudentProjectTemplate |Summary=develop context-aware and explainable anomaly detection algorithms for monitoring critical components and their efficiencies in heavy-duty ve...")
- 10:28, 28 October 2025 Data-Driven Activity Recognition and Energy Consumption Forecasting for Heavy-Duty Vehicles (hist | edit) [3,552 bytes] Islab (talk | contribs) (Created page with "{{StudentProjectTemplate |Summary=Developing a machine learning framework for activity recognition and energy consumption forecasting, in collaboration with Volvo |TimeFrame=F...")
- 09:39, 28 October 2025 Interactive XAI using LLMs (hist | edit) [637 bytes] Islab (talk | contribs) (Created page with "{{StudentProjectTemplate |Summary=XAI methods would benefit greatly from becoming more interactive: this project aims to explore the use of LLMs for this purpose |TimeFrame=Fa...")
- 06:10, 27 October 2025 Project Related to FeelAI -Collaboration with Volvo AMT (hist | edit) [417 bytes] Zahra (talk | contribs) (Created page with "{{StudentProjectTemplate |Summary=Time Series Forecasting with Incrementally Evolving Windows |TimeFrame=Fall 2025 |Supervisor=Zahra Taghiyarrenani, ? |Level=Master |Status=Op...")
- 05:52, 27 October 2025 Zahra Taghiyarrenani (hist | edit) [135 bytes] Zahra (talk | contribs) (Created page with "zahra.taghiyarrenani@hh.se")
- 15:15, 24 October 2025 Captioning Engine for AD/ADAS data using Multi-Modal Large Language Models (hist | edit) [788 bytes] Islab (talk | contribs) (Created page with "{{StudentProjectTemplate |Summary=Use advanced LLMs to describe and interpret sensor data from autonomous vehicles. |TimeFrame=Spring 2026 |Supervisor=Felix Rosberg, Cristofer...")
- 16:09, 23 October 2025 AGENTIC-AI TOWARDS INTERPRETATION OF SERVICE CANVAS AND AUTOMATION OF TRUSTWORTHY ML-PIPELINES (hist | edit) [2,109 bytes] Islab (talk | contribs) (Created page with "{{StudentProjectTemplate |Summary=This project allows the study and experimentation on Agentic AI methods for the germination of trustworthy ML-pipelines |Keywords=Agentic AI ...")
- 23:45, 22 October 2025 Timeseries XAI in Cybersecurity and Industry (hist | edit) [3,017 bytes] Islab (talk | contribs) (Created page with "{{StudentProjectTemplate |Summary=Cybersecurity data analysis with XAI |Keywords=Cybersecurity, XAI, timeseries |TimeFrame=Spring 2026 |References=https://www.sciencedirect.co...") originally created as "Cybersec XAI 4 TS"
- 23:42, 22 October 2025 Knowledge graphs 4 XAI in Healthcare (hist | edit) [1,521 bytes] Islab (talk | contribs) (Created page with "{{StudentProjectTemplate |Summary=Knowledge graphs in Healthcare |Keywords=Knowledge graphs, XAI, Healthcare |TimeFrame=Spring 2026 |References=https://www.sciencedirect.com/s...")
- 23:36, 22 October 2025 Machine Unlearning Faithfulness with XAI (hist | edit) [2,983 bytes] Islab (talk | contribs) (Created page with "{{StudentProjectTemplate |Summary=Evaluating Machine Unlearning Faithfulness in Deep Neural Networks using Explainable AI |Keywords=ML, XAI, forget! |TimeFrame=Spring 2026 |Re...")
- 19:49, 22 October 2025 Project opportunities at Saab (hist | edit) [1,092 bytes] Slawek (talk | contribs) (Created page with "{{StudentProjectTemplate |Summary=Each year there are several project opportunities at Saab |TimeFrame=Fall 2025 |Supervisor=TBD |Level=Master |Status=Open }} Saab Surveillanc...")
- 05:39, 22 October 2025 Explainable GNNs for Security Verification of RISC-V Cores (hist | edit) [1,188 bytes] Cclab (talk | contribs) (Created page with "{{StudentProjectTemplate |Summary=develop an explainable graph-neural-network (GNN) workflow that localises security-relevant weaknesses in open-source RISC-V cores at RTL. |R...")
- 05:32, 22 October 2025 Sensitivity‑Aware Hardening and Run‑Time Detection of Stealthy Weight‑Drift Trojans in ML Accelerators (hist | edit) [846 bytes] Cclab (talk | contribs) (Created page with "{{StudentProjectTemplate |Summary=design and evaluate sensitivity-aware defences that detect and mitigate stealthy, gradual weight-drift Trojans in FPGA-based ML accelerators ...")
- 15:52, 21 October 2025 Profiling ML Side-Channel on CiM for Input Reconstruction (hist | edit) [1,333 bytes] Cclab (talk | contribs) (Created page with "{{StudentProjectTemplate |Summary=investigate whether supervised models (e.g., U-Net/pix2pix) can reconstruct pri- vate inputs from CiM-generated “power-feature matrices” ...")
- 15:41, 21 October 2025 Security Vulnerabilities in Multi-Model Computing-in-Memory Systems (hist | edit) [1,647 bytes] Cclab (talk | contribs) (Created page with "{{StudentProjectTemplate |Summary=Discover and quantify timing side-channels and model-fingerprinting risks in multi-tenant CiM accelerators using open simulators and a custom...")
- 09:20, 21 October 2025 Conversational AI for Reliable Insights from Industrial Telemetry (with Alfa Laval) (hist | edit) [3,021 bytes] Saesha (talk | contribs) (Created page with "{{StudentProjectTemplate |Summary=This project investigates how conversational AI can be combined with numerical telemetry and technical documentation to provide reliable, exp...")
- 15:14, 20 October 2025 Domain Adaptation for Survival Analysis (hist | edit) [811 bytes] Islab (talk | contribs) (Developing robust domain adaptation methods for survival analysis)
- 20:36, 15 October 2025 Anomaly Detection in Time Series Data Using Generative Models (hist | edit) [2,093 bytes] Cclab (talk | contribs) (Created page with "{{StudentProjectTemplate |Summary=Anomaly Detection in Time Series Data Using Generative Models |Keywords=Anomaly detection, time series, generative model |TimeFrame= Fall 202...")
- 11:17, 14 October 2025 Identification and Classification of Automotive Radar Interference using Data-driven Methods (hist | edit) [3,546 bytes] Cclab (talk | contribs) (This master thesis project will investigate how automotive radar systems are affected by interference and explore machine learning approaches to detect and characterize interference. The work will be)
- 21:52, 13 October 2025 Coordinated Multi-Drone Pattern Formation with Crazyflie & Lighthouse (hist | edit) [1,945 bytes] Cclab (talk | contribs) (Created page with "{{StudentProjectTemplate |Summary=Design and implement synchronized multi-pattern formation (circle, square, hexagon, spiral) for 2–6 Crazyflie drones using Lighthouse posit...")
- 11:51, 13 October 2025 Aurora Esteban Toscano (hist | edit) [298 bytes] Aurora (talk | contribs) (Created page with "Hi, this is Aurora! Postdoc researcher in Computer Science at Halmstad University. I work in machine learning and temporal data. * e-mail: aurora.esteban.toscano@hh.se * Aff...")
- 17:07, 11 October 2025 Lightweight foundation model for time series classification (hist | edit) [2,209 bytes] Slawek (talk | contribs) (Created page with "{{StudentProjectTemplate |Summary=Lightweight foundation model for time series classification |TimeFrame=Fall 2025 |Supervisor=Aurora Esteban Toscano & Slawomir Nowaczyk |Leve...")
- 07:52, 10 October 2025 Collaboration with Bankomat 5 (hist | edit) [263 bytes] Zahra (talk | contribs) (Created page with "{{StudentProjectTemplate |Summary=Forecasting with Sparse and Noisy Corporate Data RQ: What preprocessing techniques improve LLM performance on sparse transactional datasets? ...")
- 07:52, 10 October 2025 Collaboration with Bankomat 4 (hist | edit) [279 bytes] Zahra (talk | contribs) (Created page with "{{StudentProjectTemplate |Summary=Robustness of LLMs Against Prompt Injection Attacks RQ: What defense mechanisms can mitigate prompt injection vulnerabilities in enterprise L...")
- 07:51, 10 October 2025 Collaboration with Bankomat 3 (hist | edit) [269 bytes] Zahra (talk | contribs) (Created page with "{{StudentProjectTemplate |Summary=LLM Feedback Loops for Autonomous Knowledge Updating RQ: What mechanisms allow LLMs to autonomously refine their knowledge based on user feed...")
- 07:50, 10 October 2025 Collaboration with Bankomat 2 (hist | edit) [280 bytes] Zahra (talk | contribs) (Created page with "{{StudentProjectTemplate |Summary=Hybrid Models for Financial Forecasting Using LLMs and Time Series RQ: Can LLMs enhance traditional time-series models for forecasting financ...")
- 07:44, 10 October 2025 Collaboration with Bankomat (hist | edit) [5,798 bytes] Zahra (talk | contribs) (Created page with "{{StudentProjectTemplate |Summary=Explainable AI for Forecasting in Corporate Environments ( RQ: How to provide interpretable/explainable forecasts that align with business lo...")
- 13:26, 8 October 2025 Posture Estimation for Motorcycle Simulator Riders Using Remote Sensing and IMU-Based Systems (hist | edit) [2,514 bytes] Cclab (talk | contribs) (Created page with "{{StudentProjectTemplate |Summary=Develop and compare posture estimation methods for motorcycle simulator riders using camera-based remote sensing and IMU-based systems, focus...")
- 12:59, 8 October 2025 Posture Estimation for Motorcycle Riders Using Multi-IMU Systems and Video-Based Ground Truth (hist | edit) [2,192 bytes] Cclab (talk | contribs) (Created page with "{{StudentProjectTemplate |Summary=Develop and validate a motorcycle rider posture estimation system using multi-IMU sensors and video-based ground truth for accuracy evaluatio...")
- 00:38, 7 October 2025 Service Centric Mobility Management in LEO Constellations (hist | edit) [1,218 bytes] Cclab (talk | contribs) (Created page with "{{StudentProjectTemplate |Summary=Service Centric Mobility Management in LEO Constellations |References=1) User-Centric Flexible Resource Management Framework for LEO Satellit...")
- 00:34, 7 October 2025 Data muling services over a constellation of aircraft (hist | edit) [1,003 bytes] Cclab (talk | contribs) (Created page with "{{StudentProjectTemplate |Summary=Data muling services over a constellation of aircraft |References=1) “Unmanned Aerial Vehicles as Data Mules: An Experimental Assessment”...")
- 00:31, 7 October 2025 Segment Routing based on Geographic Checkpoints (hist | edit) [1,538 bytes] Cclab (talk | contribs) (Created page with "{{StudentProjectTemplate |Summary=Segment Routing based on Geographic Checkpoints: |References=1) M. Moy, R. Kassouf-Short, N. Kortas, J. Cleveland, B. Tomko, D. Conricode, Y....")
- 00:24, 7 October 2025 Real-time flow compression for TCP and QUIC at the network edge (hist | edit) [1,938 bytes] Cclab (talk | contribs) (Created page with "{{StudentProjectTemplate |Summary=Real-time flow compression for TCP and QUIC at the network edge |References=1) “Dynamic Semantic Compression for CNN Inference in Multi-Acc...")
- 00:21, 7 October 2025 Increase Data Rate over Error-prone networks (hist | edit) [1,611 bytes] Cclab (talk | contribs) (Created page with "{{StudentProjectTemplate |Summary=Increase Data Rate over Error-prone networks |References=1) D. E. Lucani, M. V. Pedersen, D. Ruano, C. W. Sørensen, F. H. P. Fitzek, J. Heid...")
- 00:17, 7 October 2025 Segment-based coordination of Congestion Control (hist | edit) [1,154 bytes] Cclab (talk | contribs) (Development of a decentralized congestion control mechanism among multiple transport-layer connections (e.g., TCP or QUIC) between the source and destination)
- 13:04, 6 October 2025 Scalable Standardized Information Extraction from Free-Text Electronic Health Records (hist | edit) [2,516 bytes] Islab (talk | contribs) (Created page with "{{StudentProjectTemplate |Summary=Extracting clinical information from free-text notes and providing standardized mapping of extracted concepts using the SNOMED CT medical ont...")
- 12:39, 6 October 2025 Non-Invasive Safety Monitoring via Integrated Sensing and Communication (hist | edit) [1,343 bytes] Cclab (talk | contribs) (Created page with "{{StudentProjectTemplate |Summary=Smart sensing for motion, presence, and accident detection—without cameras |Keywords=ISAC, IoT, Networking, Sensing |Supervisor=Oscar Amado...")
- 23:34, 3 October 2025 AI-Driven Semantic Encoding for Efficient Communication (hist | edit) [3,067 bytes] Cclab (talk | contribs) (Created page with "{{StudentProjectTemplate |Summary=To develop and evaluate an AI-based semantic encoding model capable of transforming raw data into compact, structured representations. |Refe...")
- 12:17, 3 October 2025 Design and Evaluation of an LLM-Based Travel Planner with Dynamic Event and Accommodation Data (hist | edit) [1,192 bytes] Islab (talk | contribs) (Created page with "{{StudentProjectTemplate |Summary=Design and Evaluation of an LLM-Based Travel Planner with Dynamic Event and Accommodation Data |TimeFrame=Fall 2025 |References=1. TravelAgen...")
- 11:50, 2 October 2025 Resilient Recovery: A Byzantine Fault Tolerance (BFT) Framework for Tactical Mesh Networks (hist | edit) [2,023 bytes] Cclab (talk | contribs) (Created page with "{{StudentProjectTemplate |Summary=This proposal addresses the critical state-poisoning vulnerability in tactical networks during post-partition recovery. The research proposes...")
- 11:48, 1 October 2025 Robotics for Urban Traffic Support: Design, Prototyping, and Intelligent Interaction in Smart Cities (hist | edit) [4,730 bytes] Cclab (talk | contribs) (Created page with "{{StudentProjectTemplate |Summary=This proposal focuses on the application of robotics to enhance traffic safety and efficiency in smart cities. The research considers the int...")
- 11:33, 1 October 2025 Safety Assurance in Critical Automotive Control Systems: A Human-Centric and Standards-Compliant Approach (hist | edit) [4,010 bytes] Cclab (talk | contribs) (Created page with "{{StudentProjectTemplate |Summary=This research proposes an in-depth study into the safety aspects of critical automotive control systems, such as those found in autonomous ve...")
- 11:12, 1 October 2025 Leveraging LLM for Proactive Fault Analysis and Prediction in V2X Communication Systems (hist | edit) [3,463 bytes] Cclab (talk | contribs) (Created page with "{{StudentProjectTemplate |Summary=This proposal outlines research into applying Large Language Models (LLMs) for advanced fault analysis and prediction within Vehicle-to-Every...")
- 20:53, 25 September 2025 HUMAI - Test and Demonstration of HUMan-centered AI (hist | edit) [2,207 bytes] Slawek (talk | contribs) (Created page with "{{StudentProjectTemplate |Summary=Increased engagement of industral operators through human-centered AI; the project is done in collaboration with local rubber factory |TimeFr...")
- 20:49, 25 September 2025 Empowering Adult Learners and Educators through AI (hist | edit) [1,881 bytes] Slawek (talk | contribs) (Created page with "{{StudentProjectTemplate |Summary=This project is part of an international collaborative project LEAD-AI, which aims to create a capacity-building programme designed to enhanc...")
- 20:46, 25 September 2025 Workshop Automation together with Volvo Group (hist | edit) [8,866 bytes] Slawek (talk | contribs) (Created page with "{{StudentProjectTemplate |Summary=This project, in collaboration with Volvo Group, investigates how automation can raise workshop throughput, repair quality, and technician ex...")
