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Artificial Intelligence & Reasoning
- Publications
- Applications
- Other Tools and Utilities
- Datasets Produced
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- Publications
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- Publications
| Publication Title | Publication URL | Source Code | Maintained By |
|---|---|---|---|
| Clood CBR: towards microservices oriented case-based reasoning | Paper, Video | Code | Dr. Ikechukwu Nkisi-Orji and Chamath Palihawadana |
| Human activity recognition with deep metric learners | Paper | Code | Dr. Anjana Wijekoon |
| WEC: Weighted Ensemble of Text Classifiers | Paper | Code | Ashish Upadhyay |
| Case-Based Approach to Automated Natural Language Generation for Obituaries | Paper | Code | Ashish Upadhyay |
| Heterogeneous Multi-modal Hybrid Attention Fusion for Exercise Recognition | Paper | Code | Dr. Anjana Wijekoon |
| Personalised Meta-Learning for Human Activity Recognition with Few-Data | Paper | Code | Dr. Anjana Wijekoon |
| Learning to Recognise Exercises in the Self-Management of Low Back Pain | Paper | Code | Dr. Anjana Wijekoon |
| Ontology Alignment Based on Word Embedding and Random Forest Classification | Paper | Code | Dr. Ikechukwu Nkisi-Orji |
| A knowledge-light approach to personalised and open-ended human activity recognition | Paper | Code | Dr. Anjana Wijekoon |
| A Case-Based Approach to Data-to-Text Generation | Paper | Code | Ashish Upadhyay |
| Name | Application URL | Source Code | Maintained By |
|---|---|---|---|
| Unimate: is a digital intervention (app) aimed at enhancing students educational experience and wellbeing | www.unimate.app | Code | Chamath Palihawadana |
| FitChat: Conversational Artificial Intelligence Interventions for Encouraging Physical Activity in Older Adults | Website Paper |
Code | Dr. Anjana Wijekoon |
| Name | Type | Source Code | Maintained By |
|---|---|---|---|
| Clood CBR | Framework for Case Based Reasoning using cloud microservices | Code Demo Video |
Dr. Ikechukwu Nkisi-Orji and Chamath Palihawadana |
| Traxivity: is a module which features step counting and its analytics in order to help users maintain physical activity | React Native Library (mobile) | Code | Chamath Palihawadana |
| Name | Dataset URL | Source Code | Maintained By |
|---|---|---|---|
| MEx: Heterogeneous Multi-modal Physiotherapy Exercises Dataset | Dataset | Code | Dr. Anjana Wijekoon |
| selfBACK Data Set | Dataset | Paper | Prof. Nirmalie Wiratunga and Dr. Anjana Wijekoon |
| Name | Source Code | Maintained By |
|---|---|---|
| Various NLP tasks using Huggingface and Flask | Code | Ashish Upadhyay |
| Helper methods to support TensorFlow Federated functionalities | Code | Chamath Palihawadana |
| Boolean Search Engine using Python and Flask | Code | Ashish Upadhyay |
| Introduction to Word Embeddings | Code | Ashish Upadhyay |
| Publication Title | Publication URL | Source Code | Maintained By |
|---|---|---|---|
| A genetic algorithm approach to optimising random forests applied to class engineered data | Paper | Code | Prof. Eyad Elyan |
| CDSMOTE: class decomposition and synthetic minority class oversampling technique for imbalanced-data classification | Paper | Code | Dr. Carlos Moreno-Garcia |
| Deep learning for symbols detection and classification in engineering drawings | Paper | Code | Prof. Eyad Elyan |
| Neighbourhood-based undersampling approach for handling imbalanced and overlapped data | Paper | Code | Dr.Pattaramon Vuttipittayamongkol |
| MFC-GAN: Class-imbalanced dataset classification using Multiple Fake Class Generative Adversarial Network | Paper | Code | Prof. Eyad Elyan |
| Improved Overlap-based Undersampling for Imbalanced Dataset Classification with Application to Epilepsy and Parkinson’s Disease | Paper | Code | Dr.Pattaramon Vuttipittayamongkol |
| Publication Title | Publication URL | Source Code | Maintained By |
|---|---|---|---|
| Naive Bayes: Applications, Variations and Vulnerabilities | Paper | Code | Dr. Harsha Kalutarage |