Adversarial Robustness of Deep Learning-Based Malware Detectors via (De)Randomized Smoothing

Aug 2, 2024 | 2024, Publications

– Ireland’s Centre For AI Publications Publications Building Trust in Conversational AI: A Comprehensive Review and Solution Architecture for Explainable, Privacy-Aware Systems using LLMs and Knowledge Graph Year Published: 2024 CeADAR Researchers: Daniel...

A Satellite-derived Peatland Ecotype Classification Method Using Artificial Neural Network Hierarchical Ensembles

Aug 2, 2024 | 2024, Publications

– Ireland’s Centre For AI Publications Publications A Satellite-derived Peatland Ecotype Classification Method Using Artificial Neural Network Hierarchical Ensembles Year Published: 2024 CeADAR Researchers: Corrado Grappiolo, Veeresh Gurusiddappa, Oisin Boydell...

Building Trust in Conversational AI: A Comprehensive Review and Solution Architecture for Explainable, Privacy-Aware Systems using LLMs and Knowledge Graph

Aug 2, 2024 | 2024, Publications

– Ireland’s Centre For AI Publications Publications Building Trust in Conversational AI: A Comprehensive Review and Solution Architecture for Explainable, Privacy-Aware Systems using LLMs and Knowledge Graph Year Published: 2024 CeADAR Researchers: Arsalan...

Glucose Variability Analysis in Two Large-Scale and Real-World Data Sets of Open-Source Automated Insulin Delivery Systems

Aug 2, 2024 | 2023, Publications

– Ireland’s Centre For AI Publications Publications Glucose Variability Analysis in Two Large-Scale and Real-World Data Sets of Open-Source Automated Insulin Delivery Systems Year Published: 2023 CeADAR Researchers: Arsalan Shahid Link to Paper Abstract...

Long-Term Glucose Forecasting for Open-Source Automated Insulin Delivery Systems: A Machine Learning Study with Real-World Variability Analysis

Aug 2, 2024 | 2023, Publications

– Ireland’s Centre For AI Publications Publications Long-Term Glucose Forecasting for Open-Source Automated Insulin Delivery Systems: A Machine Learning Study with Real-World Variability Analysis Year Published: 2023 CeADAR Researchers: Arsalan Shahid Link to...

Machine Learning for Financial Prediction Under Regime Change Using Technical Analysis: A Systematic Review

Aug 2, 2024 | 2023, Publications

– Ireland’s Centre For AI Publications Publications Machine Learning for Financial Prediction Under Regime Change Using Technical Analysis: A Systematic Review Year Published: 2023 CeADAR Researchers: Andrés L. Suárez-Cetrulo Link to Paper Abstract Recent...