New pages
From ISLAB/CAISR
- 09:26, 25 October 2024 Project opportunity at PERIsign (hist) [2,260 bytes] Islab (Talk | contribs) (Created page with "{{StudentProjectTemplate |Summary=Peritonitis (inflammation of the peritoneum) detection via EMG-signals. |TimeFrame=Autumn 2024 |Supervisor=Abdallah Alabdallah & TBD |Level=M...")
- 15:41, 21 October 2024 Concept Re-identification to Explain Online Continual Learning (hist) [2,180 bytes] Islab (Talk | contribs) (This project aims to apply techniques from recurrent concept drift to explain the predictions of Online Continual Learning methods.)
- 14:59, 21 October 2024 Time series anomaly detection for Heavy-duty vehicles (in collaboration with Volvo) (hist) [2,457 bytes] Islab (Talk | contribs) (Created page with "{{StudentProjectTemplate |Summary=Detecting anomalies in multivariate time series data via learned representations |Supervisor=Yuantao & TBD |Status=Open }} In this project, w...")
- 20:55, 13 October 2024 AI-driven Automotive Service Market Logistics (hist) [1,832 bytes] Slawek (Talk | contribs) (Created page with "{{StudentProjectTemplate |Summary=This project, in collaboration with Volvo Logistics, focuses on using state-of-the-art methods based on meta-learning to improve demand forec...")
- 20:50, 13 October 2024 Thesis in connection with KEEPER project (hist) [699 bytes] Slawek (Talk | contribs) (Created page with "{{StudentProjectTemplate |Summary=KEEPER – knowledge creation for efficient and predictable industrial operations |TimeFrame=Fall 2024 |Prerequisites=Good knowledge of mach...")
- 15:29, 11 October 2024 Foundation Models for Time Series Analysis (hist) [4,059 bytes] Islab (Talk | contribs) (Created page with "{{StudentProjectTemplate |Summary=Explore the use of large pre-trained time-series foundation models (TSFM) and design fine-tuning strategies on tasks of interest |References=...")
- 16:17, 9 October 2024 Utilization of Foundation Models for Federated Learning (hist) [2,012 bytes] Zahra (Talk | contribs) (Created page with "{{StudentProjectTemplate |Summary=This thesis aims to leverage Foundation Models and develop new aggregation paradigms to overcome challenges in Federated Learning. |Superviso...")
- 09:03, 9 October 2024 Multitask Learning in Autonomous Driving (hist) [253 bytes] Islab (Talk | contribs) (Created page with "{{StudentProjectTemplate |Summary=The student should annotate 3D point cloud data for semantic segmentation and object detection. A new deep learning model needs to be impleme...")
- 10:25, 7 October 2024 Knowledge graphs in healthcare (hist) [589 bytes] Islab (Talk | contribs) (Created page with "{{StudentProjectTemplate |Summary=Investigae the use of KG in healthcare applications |References=https://dl.acm.org/doi/10.1145/3447772 https://arxiv.org/abs/2306.04802 |Sup...")
- 15:30, 1 October 2024 SCANIA Project: Graph neural networks for anomaly detection (hist) [418 bytes] Islab (Talk | contribs) (Created page with "{{StudentProjectTemplate |Summary=Graph neural networks for anomaly detection |Prerequisites=Learning systems, AI and deep learning courses |Supervisor=Sepideh Pashami, |Leve...")
- 13:55, 1 October 2024 Trajectory prediction algorithms for intention sharing in Micromobility (hist) [1,910 bytes] Cclab (Talk | contribs) (Created page with "{{StudentProjectTemplate |Summary=Self-prediction of trajectories by Vulnerable Road Users to share their intentions with vehicles. |Keywords=Prediction, vehicular networks, V...")
- 09:37, 1 October 2024 High Precision Power Use Measurement Device for Raspberry PI (hist) [920 bytes] Cclab (Talk | contribs) (Created page with "{{StudentProjectTemplate |Summary=Design and build a device from measuring power draw of a Raspberry PI with high precision to power profile software. |TimeFrame=Fall 2024/Spr...")
- 10:10, 30 September 2024 Predicting Energy Consumption for Heavy-Duty Vehicles via Time Series Embeddings (in collaboration with Volvo) (hist) [2,737 bytes] Islab (Talk | contribs) (Created page with "{{StudentProjectTemplate |Summary=Develop deep learning based methods for time series forecasting; explore self-supervised learning methods for multi-variate time series embed...")
- 08:58, 30 September 2024 Multi-modal Weather type Classifier (hist) [251 bytes] Islab (Talk | contribs) (Created page with "{{StudentProjectTemplate |Summary=Camera, LiDAR, and Radar based weather type classification using deep neural networks |Prerequisites=Python programming, Deep Learning |Super...")
- 20:32, 29 September 2024 The healthcare data mining with advance AI technology (hist) [2,750 bytes] Cclab (Talk | contribs) (Created page with "{{StudentProjectTemplate |Summary=The CVD health care project |Programme=Increased cardiovascular health through AI-assisted analysis of care processes |Keywords=Time series p...")
- 18:18, 29 September 2024 Evaluating the Effects of Social Media on Educational Sustainability in Sweden (hist) [1,723 bytes] Islab (Talk | contribs) (Created page with "{{StudentProjectTemplate |Summary=The research analyzes sentiment in social media data related to educational sustainability practices and outcomes in Sweden. |Keywords=Educat...")
- 10:18, 27 September 2024 XAI for yoga posture recognition (hist) [690 bytes] Islab (Talk | contribs) (Created page with "{{StudentProjectTemplate |Summary=To analyze the classification of yoga postures and the potential misclassification due to occlusion and perspective of images |TimeFrame=Spri...")
- 10:11, 27 September 2024 Machine Learning-based optimization of physical activity (hist) [1,131 bytes] Islab (Talk | contribs) (Created page with "{{StudentProjectTemplate |Summary=The project should be able to detect the difference between the current exercise and a reference version of the exercise. |TimeFrame=Spring ...")
- 06:43, 25 September 2024 Protein Language Models for drug discovery (hist) [2,949 bytes] Islab (Talk | contribs) (Created page with "{{StudentProjectTemplate |Summary=Leveraging the equence-based transformer protein language model for improving potential drug targets identification |Keywords=Transformer, ...")
- 14:21, 24 September 2024 Evaluating the Digital Tools for Promoting Sustainable Food Consumption (hist) [1,608 bytes] Islab (Talk | contribs) (Created page with "{{StudentProjectTemplate |Summary=To identify the key features and functionalities of sustainable food apps in Sweden |Keywords=Digital Tools, Food Applications, Sustainable f...")
- 17:12, 23 September 2024 Investigating depression signs among older adults using Swedish National Registry Data (hist) [1,412 bytes] Islab (Talk | contribs) (Created page with "{{StudentProjectTemplate |Summary=Investigating depression signs among older adults using Swedish National Registry Data |TimeFrame=June 2025 |Supervisor=Mahmoud Rahat |Level=...")
- 15:29, 23 September 2024 Evolving Kolmogorov-Arnold Networks (hist) [1,022 bytes] Islab (Talk | contribs) (Created page with "{{StudentProjectTemplate |Summary=This project aims to enhance the architecture of Kolmogorov-Arnold Networks (KANs) by optimizing key components such as loss functions, activ...")
- 09:58, 23 September 2024 Object Tracking and Anticipation (hist) [304 bytes] Islab (Talk | contribs) (Created page with "{{StudentProjectTemplate |Summary=The thesis presents an experimental study of different object-tracking and trajectory anticipation algorithms in the context of autonomous dr...")
- 22:30, 21 September 2024 Enhancing the Accuracy of CSI-Based Positioning in Massive MIMO Systems (hist) [752 bytes] Cclab (Talk | contribs) (Created page with "{{StudentProjectTemplate |Summary=CSI-Based Positioning in Massive MIMO Systems |Supervisor=Hazem Ali, Ali Nada }} Massive Multiple-Input Multiple-Output (MIMO) communication...")
- 12:49, 21 September 2024 Anomaly Detection for Time Series using Diffusion Approaches (hist) [3,584 bytes] Slawek (Talk | contribs) (Created page with "{{StudentProjectTemplate |Summary=Development of Anomaly Detection techniques based on diffusion models (instead of autoencoders) for time series data |TimeFrame=Fall 2024 |Su...")
- 13:48, 16 September 2024 Dynamic Churning-Based Logic Locking for Enhanced Hardware Security (hist) [990 bytes] Cclab (Talk | contribs) (Created page with "{{StudentProjectTemplate |Summary=This project aims to explore and implement advanced logic locking techniques to improve the security of integrated circuits (ICs) against mod...")
- 13:46, 16 September 2024 Reliability Analysis and Assessment of Multi- Core System-on-Chip through Transaction Pro- filing and Machine Learning (hist) [1,902 bytes] Cclab (Talk | contribs) (Created page with "{{StudentProjectTemplate |Summary=This project will contribute to the development of automated reliability as- sessment techniques for multi-core SoCs and demonstrate the pote...")
- 13:43, 16 September 2024 Secure IP Core Design Through LLM-Driven Logic Locking (hist) [1,941 bytes] Cclab (Talk | contribs) (Created page with "{{StudentProjectTemplate |Summary=This thesis aims to explore how LLMs can be employed to assist and improve logic locking mechanisms at the ]behavioral levels of hardware des...")
- 13:39, 16 September 2024 Adaptive Obfuscation Techniques for Privacy- Preserving Machine Learning in IoT Edge De- vices (hist) [1,368 bytes] Cclab (Talk | contribs) (Created page with "{{StudentProjectTemplate |Summary=This master thesis project focuses on developing an adaptive obfuscation frame- work for protecting multi-modal data in resource-constrained ...")
- 13:37, 16 September 2024 Resilience of ML Hardware Accelerators Against Accuracy Degrading Trojans (hist) [1,330 bytes] Cclab (Talk | contribs) (Created page with "{{StudentProjectTemplate |Summary=The goal of this project is to assess the resilience of machine learning (ML) hardware accelerators, with a specific focus on Convolutional N...")
- 12:11, 12 September 2024 Adapt LoCoMotif to forklift data (hist) [533 bytes] Slawek (Talk | contribs) (Created page with "{{StudentProjectTemplate |Summary=LoCoMotif is a novel TSMD method able to discover motifs that have different lengths (variable-length motifs), exhibit slight temporal differ...")
- 11:52, 12 September 2024 Mapping SFO mitigation/Linearization algorithms, trade-off between memory and computation on GPU (hist) [833 bytes] Cclab (Talk | contribs) (Created page with "{{StudentProjectTemplate |Summary=investigating the parallelisation and mapping of Sampling Frequency Offset algorithms |Supervisor=Hazem Ali (HH), Håkan Johansson (LiU) }} M...")
- 11:26, 12 September 2024 Securing Internet of Autonomous Vehicles with Light-weight Authentication (hist) [1,018 bytes] Cclab (Talk | contribs) (Created page with "{{StudentProjectTemplate |Summary=investigating the HW/SW design of light-weight authentication for IoAV |Keywords=Embedded Systems, Cybersecurity, IoAV |Supervisor=Hazem Ali,...")
- 21:20, 24 August 2024 Deep Decision Forest (hist) [820 bytes] Slawek (Talk | contribs) (Created page with "{{StudentProjectTemplate |Summary=Designing a deep model that uses decision trees instead of artificial neurons |Keywords=deep decision forest, explainable AI |TimeFrame=Autum...")
