Main Site: https://rgu-repository.worktribe.com/orgunit/71759/school-of-computing
More info: https://rgu-repository.worktribe.com/tag/ResearchCentre/2446567
| 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 | Dr Ashish Upadhyay |
| Case-Based Approach to Automated Natural Language Generation for Obituaries | Paper | Code | Dr 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 | Dr Ashish Upadhyay |
| Motion Detection using CSI from Raspberry Pi 4 | Paper | Code | Dr Glenn Forbes |
| Towards feasible counterfactual explanations: a taxonomy guided template-based NLG method | Paper | Code | Pedram Salimi |
| AGREE: A Feature Attribution Aggregation Framework to Address Explainer Disagreements with Alignment Metrics | Paper | Code | Craig Pirie |
| Counterfactual Consensus: How Meta-counterfactuals Can Mitigate the Disagreement Problem in XAI | Paper Under Review | Code | Craig Pirie |
| Clinical Dialogue Transcription Error Correction Using Seq2Seq Models | Paper | Code | Gayani Nanayakkara |
| FedSim: Similarity Guided Model Aggregation for Federated Learning | Paper | Code | Chamath Palihawadana |
| pFGD: Mitigating Gradient Inversion Attacks in Federated Learning with Frequency Transformation | Paper | Code | Chamath Palihawadana |
| A Zero-Shot Monolingual Dual Stage Information Retrieval System for Spanish Biomedical Systematic Literature Reviews | Paper | Code | Regina Ofori-Boateng |
| Enhancing Abstract Screening Classification in Evidence-Based Medicine: Incorporating Domain Knowledge into Pre-trained Models | Paper | Code | Regina Ofori-Boateng |
| CBR-RAG: Case-Based Reasoning for Retrieval Augmented Generation in LLMs for Legal Question Answering | Paper | Code | Ramitha Abeyratne |
| 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 |
| CSIKit | Framework for parsing, processing, and visualising CSI data | Code | Dr Glenn Forbes |
| 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 or Paper | 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 |
| WiFi-based Human Activity Recognition Dataset | Dataset | Paper | Dr Glenn Forbes |
| Fed-Goodreads | Dataset | Paper | Chamath Palihawadana |
| Fed-MEx | Dataset | Paper | Chamath Palihawadana |
| Name | Source Code | Maintained By |
|---|---|---|
| Various NLP tasks using Huggingface and Flask | Code | Dr Ashish Upadhyay |
| Helper methods to support TensorFlow Federated functionalities | Code | Chamath Palihawadana |
| Boolean Search Engine using Python and Flask | Code | Dr Ashish Upadhyay |
| Introduction to Word Embeddings | Code | Dr Ashish Upadhyay |
More info: https://rgu-repository.worktribe.com/tag/ResearchCentre/2446572
| 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-García |
| 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 |
| Improved Overlap-based Undersampling for Imbalanced Dataset Classification with Application to Epilepsy and Parkinson’s Disease | Paper | Code | Dr Pattaramon Vuttipittayamongkol |
| Class-Decomposition and Augmentation for Imbalanced Data Sentiment Analysis | Paper | Code | Dr Carlos Moreno-García |
| Tremor Reduction for Accessible Ray Based Interaction in VR | Paper Under Review | Code | Dr Corrie Green |
| Modular 3D Interface Design for Accessible VR Applications | Paper | Code | Dr Corrie Green |
| Augmenting Heritage using AR | Paper Under Review | Code | Dr Corrie Green |
| An Accessible Toolkit for 360 VR Studies | Paper | Code | Dr Corrie Green |
| A Multiclass Imbalanced Dataset Classification of Symbols from Piping and Instrumentation Diagrams | Paper | Code | Dr Carlos Moreno-García |
| Zero-Shot Learning for Abstract Classification in Systematic Reviews | Paper | Code | Dr Carlos Moreno-García |
| DICAM: deep inception and channel-wise attention modules for underwater image enhancement | Paper | Code | Mr Hamidreza Farhadi Tolie |
| Name | Dataset URL | Source Code or Paper | Maintained By |
|---|---|---|---|
| Symbols in Engineering Drawings (SiED): An Imbalanced Dataset Benchmarked by Convolutional Neural Networks | Data and Code | Paper | Dr Carlos Moreno-García |
| CARDIAC Images for 4-Chamber Heart Ultrasound Segmentation | Dataset | Paper | Dr Carlos Moreno-García |
More info: https://cybersec-soc-rgu.github.io/
| Publication Title | Publication URL | Source Code | Maintained By |
|---|---|---|---|
| Naive Bayes: Applications, Variations and Vulnerabilities | Paper | Code | Dr Harsha Kalutarage |
| Beyond Vanilla: Improved Autoencoder-based Ensemble In-vehicle Intrusion Detection System | Paper | Code | Sampath Rajapaksha |
| Labelled Vulnerability Dataset on Android Source Code (LVDAndro) | Paper | Code | Janaka Senanayake |
| Android Code Vulnerabilities Early Detection (ACVED) | Paper | Code | Janaka Senanayake |
| Real-time Detection of Vulnerable Android Source Code through Federated Neural Network with XAI (FedREVAN) | Paper | Code | Janaka Senanayake |
| MADONNA: Browser-Based MAlicious Domain Detection through Optimized Neural Network with Feature Analysis (MADONNA) | Paper | Code | Janaka Senanayake |
| Defendroid: Real-time Android code vulnerability detection via blockchain federated neural network with XAI | Paper | Code | Janaka Senanayake |