User contributions
From ISLAB/CAISR
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- 09:26, 25 October 2024 (diff | hist) . . (+2,260) . . N Project opportunity at PERIsign (Created page with "{{StudentProjectTemplate |Summary=Peritonitis (inflammation of the peritoneum) detection via EMG-signals. |TimeFrame=Autumn 2024 |Supervisor=Abdallah Alabdallah & TBD |Level=M...") (current)
- 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
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