AI and Machine Learning

Artificial Intelligence and Machine Learning are transforming our world, from creating efficiencies in the energy sector, to enhancing experience in the humanities and profoundly transforming the life sciences. UCD's world-leading experts in this dynamic field are conceiving and evolving creative solutions that impact all society and daily life. 

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Investment of €49m in the Insight SFI Research Centre for Data Analytics, co-hosted by UCD

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Investment of €16.5m in CeADAR - Ireland’s national centre for Applied AI and Data Analytics

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Origin Enterprises plc and University College Dublin have established a dedicated digital, precision agriculture and crop science collaborative research partnership.

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UCD Sports Science (using Applied AI and Data Analytics) ranked No 34 in the 2021 QS World University Subject Rankings

Research Units and Programme

I am a Computer Scientist and a Cancer Biologist

Dr Colm J Ryan is a lecturer in UCD School of Computer Science and a group leader at Systems Biology Ireland, the centre for new therapeutic approaches to disease using computational modelling, with a focus on cancer at a systems level. Colm talks about the role of computer science in new multi-disciplinary approaches to cancer research.

 

August 2016

Mclust 5: Clustering, classification and density estimation using Gaussian finite mixture models

R Journal

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February 2017

Even good bots fight: The case of Wikipedia

PLoS ONE

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November 2018

An Overview on Application of Machine Learning Techniques in Optical Networks

IEEE Communications Surveys and Tutorials

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March 2017

Collective anomaly detection based on long short-term memory recurrent neural networks

arXiv:1703.09752

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