David Azcona
Postdoctoral Researcher - david.azcona@dcu.ie
Fulbright Visiting scholar - david.azcona@asu.edu

My projects

More projects will be posted here soon! For publicly available projects, check out my Github.
Deep Learning Fire Detector using Transfer Learning

Deep Learning Fire Detector using Transfer Learning

with Facundo Santiago, Murong He

Fire detection powered by AI, we combine surveillance drone capabilities with concepts of Deep Learning to create software that detects early-stage wildfires.

Learning Irish Senators' Embeddings using Representational Learning

Learning Irish Senators' Embeddings using Representational Learning

with Prof Alan Smeaton

Experiments regarding representational learning in Irish Politics and how a neural network with an embeddings layer is able to learn those representations

Educational Data Mining for Personalized Learning

Educational Data Mining for Personalized Learning

with Prof Alan Smeaton, Prof Sharon Hsiao

We present a new approach to automatically detecting lower-performing or "at-risk" students on computer programming modules and sending them personalized adaptive recommendations based on their performance.