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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 |
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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 |
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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 |
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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 |
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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 |
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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 |
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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 |
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Naive Bayes: Applications, Variations and Vulnerabilities | Paper | Code | Dr. Harsha Kalutarage |