User contributions
From ISLAB/CAISR
Jump to navigationJump to search- 23:20, 15 October 2023 diff hist -10 Time series anomaly detection for heavy-duty vehicles
- 23:20, 15 October 2023 diff hist +44 Time series anomaly detection for heavy-duty vehicles
- 23:18, 15 October 2023 diff hist +590 Time series anomaly detection for heavy-duty vehicles
- 23:13, 15 October 2023 diff hist +315 Time series anomaly detection for heavy-duty vehicles
- 23:01, 15 October 2023 diff hist +608 Time series anomaly detection for heavy-duty vehicles
- 22:59, 15 October 2023 diff hist +1,104 N Time series anomaly detection for heavy-duty vehicles Created page with "{{StudentProjectTemplate |Summary=Detecting anomalies in multivariate time series data collected from vehicle operations |TimeFrame=Fall 2023 |References=Ruiz, C., Menasalvas,..."
- 21:58, 15 October 2023 diff hist +2,409 N Predicting Energy Consumption for Heavy-Duty Vehicles (in collaboration with Volvo) Created page with "{{StudentProjectTemplate |Summary=Develop machine learning methods to forecast energy consumption for heavy-duty vehicles |TimeFrame=Fall 2023 |References=Koprinska, I., Wu, D..."
- 12:39, 9 October 2023 diff hist +2,509 N ISLAB/CAISR:Fault detection using acoustic signals through anomaly detection Created page with "{{StudentProjectTemplate |Summary=Fault detection using acoustic signals through anomaly detection |Keywords=Fault detection, accoustic, anomaly detection |TimeFrame=Fall 2023..."
- 12:12, 6 October 2023 diff hist +1,283 N AI for sustainability management and reporting Created page with "{{StudentProjectTemplate |Summary=Connect AI models to sustainability / ESG (social, environmental, and governance) to enable automated processing related to EU sustainability..." current
- 10:34, 27 September 2023 diff hist +1,419 N Improving Time-series Generative Adversarial Networks (GANs) for Generating Electronic Health Records (EHRs) Created page with "{{StudentProjectTemplate |Summary=Synthetic Electronic Health Records |Keywords=Time-series, GANs, EHR, Tabular data |References=[1] Yoon, Jinsung, Daniel Jarrett, and Mihaela..." current
- 13:01, 26 September 2023 diff hist +1,629 N On the explainability of Graph Neural Networks: an application in credit scoring Created page with "{{StudentProjectTemplate |Summary=On the explainability of Graph Neural Networks: an application in credit scoring |Keywords=Graph Neural Networks, Explainable AI, Credit Scor..." current
- 08:07, 26 September 2023 diff hist +67 N Towards robustness of post hoc Explainable XAI methods Islab moved page Towards robustness of post hoc Explainable XAI methods to Towards robustness of post hoc Explainable AI methods current
- 08:07, 26 September 2023 diff hist 0 m Towards robustness of post hoc Explainable AI methods Islab moved page Towards robustness of post hoc Explainable XAI methods to Towards robustness of post hoc Explainable AI methods current
- 08:03, 26 September 2023 diff hist -1 Towards robustness of post hoc Explainable AI methods
- 08:01, 26 September 2023 diff hist +55 Towards robustness of post hoc Explainable AI methods
- 07:57, 26 September 2023 diff hist -3 Towards robustness of post hoc Explainable AI methods
- 07:56, 26 September 2023 diff hist -172 Towards robustness of post hoc Explainable AI methods
- 07:53, 26 September 2023 diff hist +2,937 N Towards robustness of post hoc Explainable AI methods Created page with "{{StudentProjectTemplate |Summary=Post Hoc explanation methods like LIME[1] and SHAP[2], due to their internal perturbation mechanisms, are shown to be susceptible to adversar..."
- 14:25, 22 September 2023 diff hist +2,200 N Body posture alignment feedback using xAI Created page with "{{StudentProjectTemplate |Summary=Extracting the body alignment in different postures and giving feedback to reduce harm during physical exercise |Programme=Computer Science, ..." current
- 11:45, 30 October 2022 diff hist +10 Automatic Idea Detection from social media for Controlling and Preventing Healthcare-Associated Infections (with funding opportunity) current
- 18:55, 25 October 2022 diff hist +70 N Ultrawide Band Antenna Array for Vehicular Communication Islab moved page Ultrawide Band Antenna Array for Vehicular Communication to Ultra-wideBand Antenna Array for Vehicular Communication current
- 18:55, 25 October 2022 diff hist 0 m Ultra-wideBand Antenna Array for Vehicular Communication Islab moved page Ultrawide Band Antenna Array for Vehicular Communication to Ultra-wideBand Antenna Array for Vehicular Communication current
- 18:51, 25 October 2022 diff hist +1,843 N Ultra-wideBand Antenna Array for Vehicular Communication Created page with "{{StudentProjectTemplate |Summary=In this project, an ultra-wideband millimeter-wave antenna array will be designed to ensure high gain and channel capacity. |Keywords=Antenna..."
- 09:39, 25 October 2022 diff hist -99 Automatic Idea Detection from social media for Controlling and Preventing Healthcare-Associated Infections (with funding opportunity)
- 14:56, 21 October 2022 diff hist +968 N Project with HMS Created page with "{{StudentProjectTemplate |Summary=Few-shot Learning for Quality Inspection |TimeFrame=Fall 2022 |Supervisor=Peyman Mashhadi, Yuantao Fan, |Examiner=Sławomir Nowaczyk |Level=..." current
- 07:06, 13 October 2022 diff hist +895 Abu Mohammed Raisuddin
- 11:48, 12 October 2022 diff hist +1 Abu Mohammed Raisuddin
- 11:48, 12 October 2022 diff hist +105 N Abu Mohammed Raisuddin Created page with "Abu Mohammed Raisuddin Doctoral Student E522, Halmstad University email: abu-mohammed.raisuddin@hh.se"
- 11:45, 12 October 2022 diff hist +2,285 N Deep Active Learning for LiDAR Point Cloud Segmentation Created page with "{{StudentProjectTemplate |Summary=Active Learning to improve data efficiency for LiDAR point Cloud Segmentation |Keywords=Deep Learning, Active Learning, LiDAR data, Segmenta..." current
- 21:26, 10 October 2022 diff hist +498 N Graph Neural Networks for cardiovascular disease Created page with "{{StudentProjectTemplate |Summary=The main goal of this project is to explore GNN for cardiovascular disease |Keywords=Graph neural networks (GNN), Healthcare, cardiovascular..." current
- 08:49, 5 October 2022 diff hist +15 m Timeseries representation learning for EHR current
- 12:54, 4 October 2022 diff hist +101 Analysis of industrial time series current
- 08:31, 4 October 2022 diff hist +3,932 N Automatic Idea Detection from social media for Controlling and Preventing Healthcare-Associated Infections (with funding opportunity) Created page with "{{StudentProjectTemplate |Summary=This project aims to use advanced NLP tools to automatically detect interesting ideas by processing text available in the medical forums to a..."
- 19:19, 3 October 2022 diff hist +1,598 N Reconfigurable Orbital angular momentum (OAM) antenna for High-Speed Wireless Communications Created page with "{{StudentProjectTemplate |Summary=In this project, a reconfigurable (operating modes will be controlled using p-i-n diodes) OAM antenna will be designed. |Keywords=Antenna arr..." current
- 15:14, 3 October 2022 diff hist +1,431 N Generating synthetic time series data in case of data scarcity Created page with "{{StudentProjectTemplate |Summary=Generating synthetic time series data in case of data scarcity |References=- Using generative adversarial networks (GAN) to simulate central-..." current
- 08:32, 3 October 2022 diff hist +2,719 N Representation Learning for Fault Detection and Prognosis Created page with "{{StudentProjectTemplate |Summary=Characterise the observed system using representation learning techniques, for fault detection and remaining useful life prediction |Referenc..." current
- 05:56, 3 October 2022 diff hist +3,692 N Optimizing Energy Consumption in Maritime Transportation with Machine Learning Methods (in collaboration with Cetasol) Created page with "{{StudentProjectTemplate |Summary=Develop machine learning methods for forecasting fuel consumption, path, and motion planning, with historical data from furries operation. |S..." current
- 05:54, 3 October 2022 diff hist +9 Path Planning current
- 22:58, 2 October 2022 diff hist +3 Quantum Machine Learning models for predicting disease current
- 22:58, 2 October 2022 diff hist +1,808 N Quantum Machine Learning models for predicting disease Created page with "{{StudentProjectTemplate |Summary=explore quantum models, including hybrid (classical-quantum), and apply them to different disease prediction tasks |Keywords=Quantum Machine ..."
- 22:52, 2 October 2022 diff hist +899 N Graph Neural Networks for Traffic Flow Forecasting Created page with "{{StudentProjectTemplate |Summary=The main goal of this project is to explore GNN for traffic flow forecasting |Keywords=Graph neural networks (GNN), Traffic flow forecasting ..." current
- 22:47, 2 October 2022 diff hist -10 Joint Analysis of Multimodal data on climate change for the educational purpose
- 22:45, 2 October 2022 diff hist +840 N Joint Analysis of Multimodal data on climate change for the educational purpose Created page with "{{StudentProjectTemplate |Summary=Joint Analysis of Multimodal data on climate change for the educational purpose |Keywords=Multimodal Data, Climate Change, Machine Learning, ..."
- 17:29, 30 September 2022 diff hist +180 Multiband RF Rectifier for Self-Powered IoT Devices current
- 17:26, 30 September 2022 diff hist +1,819 N Multiband RF Rectifier for Self-Powered IoT Devices Created page with "{{StudentProjectTemplate |Summary=In this project, Mutiband RF rectifiers will be designed for self-powered IoT devices |Keywords=Energy harvesting, Antennas, Rectifiers, Wire..."
- 16:16, 30 September 2022 diff hist +1,235 N Time Series Motif/Discord Discovery Under Context Created page with "{{StudentProjectTemplate |Summary=How we can find the repeated or odd patterns in a large time series that is under influence of multiple contexts? |References=https://www.cs...." current
- 15:57, 30 September 2022 diff hist +25 Conditional GAN for better embedding and generation of medical codes current
- 15:51, 30 September 2022 diff hist +1,338 N Conditional GAN for better embedding and generation of medical codes Created page with "{{StudentProjectTemplate |Summary=Synthetic data generation of Electronic Health Records with a focus on medical codes |Keywords=GANs, Electronic Health Records, Representati..."
- 15:46, 30 September 2022 diff hist +1,228 N Timeseries representation learning for EHR Created page with "{{StudentProjectTemplate |Summary=Timeseries representation learning for Electronic Health Records |Keywords=Timeseries data, Electronic Health Records, Representation Learnin..."
- 17:06, 27 September 2022 diff hist +1,501 N Path Planning The motion planning can be done by classical algorithms such as A* or RRT* to traverse in the graph. This would have to be calculated live as the vessel travels to different destinations
