5 papers
Enhancing Bagging Ensemble Regression with Data Integration for Time Series-Based Diabetes Prediction
Vuong M. Ngo, Tran Quang Vinh, Patricia Kearney +1
Diabetes is a chronic metabolic disease characterized by elevated blood glucose levels, leading to complications like heart disease, kidney failure, and nerve damage. Accurate stat…
Developing a Dyslexia Indicator Using Eye Tracking
Kevin Cogan, Vuong M. Ngo, Mark Roantree
Dyslexia, affecting an estimated 10% to 20% of the global population, significantly impairs learning capabilities, highlighting the need for innovative and accessible diagnostic me…
A Graph Based Raman Spectral Processing Technique for Exosome Classification
Vuong M. Ngo, Edward Bolger, Stan Goodwin +3
Exosomes are small vesicles crucial for cell signaling and disease biomarkers. Due to their complexity, an "omics" approach is preferable to individual biomarkers. While Raman spec…
Graph-Based Optimisation of Network Expansion in a Dockless Bike Sharing System
Mark Roantree, Niamh Murphi, Dinh Viet Cuong +1
Bike-sharing systems (BSSs) are deployed in over a thousand cities worldwide and play an important role in many urban transportation systems. BSSs alleviate congestion, reduce poll…
Constructing a Searchable Knowledge Repository for FAIR Climate Data
Mark Roantree, Branislava Lalic, Stevan Savic +2
The development of a knowledge repository for climate science data is a multidisciplinary effort between the domain experts (climate scientists), data engineers whos skills include…