User contributions
From ISLAB/CAISR
Jump to navigationJump to search- 15:52, 21 October 2024 diff hist +1 Concept Re-identification to Explain Online Continual Learning current
- 15:44, 21 October 2024 diff hist +69 Concept Re-identification to Explain Online Continual Learning This project aims to apply techniques from recurrent concept drift to explain the predictions of online continual learning methods.
- 15:42, 21 October 2024 diff hist 0 Concept Re-identification to Explain Online Continual Learning
- 15:41, 21 October 2024 diff hist 0 Concept Re-identification to Explain Online Continual Learning
- 15:41, 21 October 2024 diff hist +2,110 N Concept Re-identification to Explain Online Continual Learning This project aims to apply techniques from recurrent concept drift to explain the predictions of Online Continual Learning methods.
- 15:00, 21 October 2024 diff hist +1,438 Time series anomaly detection for Heavy-duty vehicles (in collaboration with Volvo) current
- 14:59, 21 October 2024 diff hist +1,019 N Time series anomaly detection for Heavy-duty vehicles (in collaboration with Volvo) Created page with "{{StudentProjectTemplate |Summary=Detecting anomalies in multivariate time series data via learned representations |Supervisor=Yuantao & TBD |Status=Open }} In this project, w..."
- 14:50, 21 October 2024 diff hist +9 Time series anomaly detection for heavy-duty vehicles current
- 17:15, 11 October 2024 diff hist +574 Predicting Energy Consumption for Heavy-Duty Vehicles via Time Series Embeddings (in collaboration with Volvo) current
- 15:29, 11 October 2024 diff hist +4,059 N Foundation Models for Time Series Analysis 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=..." current
- 09:03, 9 October 2024 diff hist +253 N Multitask Learning in Autonomous Driving 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..." current
- 10:25, 7 October 2024 diff hist +590 N Knowledge graphs in healthcare 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..."
- 11:20, 4 October 2024 diff hist -1 Evaluating the Effects of Social Media on Educational Sustainability in Sweden current
- 11:19, 4 October 2024 diff hist +861 Evaluating the Digital Tools for Promoting Sustainable Food Consumption current
- 15:30, 1 October 2024 diff hist +418 N SCANIA Project: Graph neural networks for anomaly detection Created page with "{{StudentProjectTemplate |Summary=Graph neural networks for anomaly detection |Prerequisites=Learning systems, AI and deep learning courses |Supervisor=Sepideh Pashami, |Leve..." current
- 16:10, 30 September 2024 diff hist +90 N Fault detection using acoustic signals through anomaly detection Islab moved page Fault detection using acoustic signals through anomaly detection to ISLAB/CAISR:Fault detection using acoustic signals through anomaly detection current
- 16:10, 30 September 2024 diff hist 0 m ISLAB/CAISR:Fault detection using acoustic signals through anomaly detection Islab moved page Fault detection using acoustic signals through anomaly detection to ISLAB/CAISR:Fault detection using acoustic signals through anomaly detection current
- 16:05, 30 September 2024 diff hist -10 ISLAB/CAISR:Fault detection using acoustic signals through anomaly detection
- 10:58, 30 September 2024 diff hist +21 Predicting Energy Consumption for Heavy-Duty Vehicles via Time Series Embeddings (in collaboration with Volvo)
- 10:10, 30 September 2024 diff hist +28 Predicting Energy Consumption for Heavy-Duty Vehicles via Time Series Embeddings (in collaboration with Volvo)
- 10:10, 30 September 2024 diff hist +2,114 N Predicting Energy Consumption for Heavy-Duty Vehicles via Time Series Embeddings (in collaboration with Volvo) 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..."
- 09:49, 30 September 2024 diff hist +10 Predicting Energy Consumption for Heavy-Duty Vehicles (in collaboration with Volvo) current
- 09:42, 30 September 2024 diff hist +22 Multi-modal Weather type Classifier current
- 08:58, 30 September 2024 diff hist +229 N Multi-modal Weather type Classifier Created page with "{{StudentProjectTemplate |Summary=Camera, LiDAR, and Radar based weather type classification using deep neural networks |Prerequisites=Python programming, Deep Learning |Super..."
- 18:18, 29 September 2024 diff hist +1,724 N Evaluating the Effects of Social Media on Educational Sustainability in Sweden 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 diff hist +690 N XAI for yoga posture recognition 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..." current
- 10:11, 27 September 2024 diff hist +1,131 N Machine Learning-based optimization of physical activity 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 ..." current
- 09:58, 25 September 2024 diff hist +1 Protein Language Models for drug discovery current
- 06:43, 25 September 2024 diff hist +2,948 N Protein Language Models for drug discovery 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 diff hist +747 N Evaluating the Digital Tools for Promoting Sustainable Food Consumption 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 diff hist +1,412 N Investigating depression signs among older adults using Swedish National Registry Data Created page with "{{StudentProjectTemplate |Summary=Investigating depression signs among older adults using Swedish National Registry Data |TimeFrame=June 2025 |Supervisor=Mahmoud Rahat |Level=..." current
- 15:32, 23 September 2024 diff hist +100 Evolving Kolmogorov-Arnold Networks current
- 15:29, 23 September 2024 diff hist +922 N Evolving Kolmogorov-Arnold Networks 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..."
- 11:06, 23 September 2024 diff hist -135 Object Tracking and Anticipation current
- 11:05, 23 September 2024 diff hist -156 Object Tracking and Anticipation
- 11:04, 23 September 2024 diff hist -152 Object Tracking and Anticipation
- 09:58, 23 September 2024 diff hist +747 N Object Tracking and Anticipation 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..."
- 08:52, 31 May 2024 diff hist +240 Abu Mohammed Raisuddin current
- 08:47, 31 May 2024 diff hist +199 Abu Mohammed Raisuddin
- 03:11, 12 March 2024 diff hist +2,483 N Explainable Anomaly Detection Created page with "{{StudentProjectTemplate |Summary=Explainable anomaly detection in time series data utilising causal inference |Keywords=Explainable AI, time series anomaly detection |TimeFra..." current
- 13:55, 28 November 2023 diff hist -353 Developing an Intelligent Data-Driven Chatbot for Enhanced Information Retrieval and Interaction current
- 12:37, 28 November 2023 diff hist -2,865 Developing an Intelligent Data-Driven Chatbot for Enhanced Information Retrieval and Interaction
- 10:19, 28 November 2023 diff hist +1 Developing an Intelligent Data-Driven Chatbot for Enhanced Information Retrieval and Interaction
- 09:13, 28 November 2023 diff hist +14 Developing an Intelligent Data-Driven Chatbot for Enhanced Information Retrieval and Interaction
- 09:11, 28 November 2023 diff hist 0 Developing an Intelligent Data-Driven Chatbot for Enhanced Information Retrieval and Interaction
- 09:11, 28 November 2023 diff hist +3,467 N Developing an Intelligent Data-Driven Chatbot for Enhanced Information Retrieval and Interaction Created page with "{{StudentProjectTemplate |Summary=Design, implement, and evaluate a chatbot system capable of interacting with users and extracting pertinent information from data, in close c..."
- 19:46, 3 November 2023 diff hist 0 XAI for time series data - collaboration with the mathematics and statistics dept. of the University of West Florida current
- 19:46, 3 November 2023 diff hist +204 N XAI for time series data - collaboration with the mathematics and statistics dept. of the University of West Florida Created page with "{{StudentProjectTemplate |Summary=Explainable Artificial Intelligence (XAI) on Time Series Data |Keywords=deep networks, wavelets, statistics |Prerequisites=AI, signal treatme..."
- 08:39, 16 October 2023 diff hist +17 Time series anomaly detection for heavy-duty vehicles
- 23:21, 15 October 2023 diff hist -10 Predicting Energy Consumption for Heavy-Duty Vehicles (in collaboration with Volvo)
