Matthew Nicholson

Research Architect

Email Address: [email protected]

Matthew is a Senior Software Engineer on Precision ALS. He has worked on a diverse range of projects from localisation/interoperability, personalisation/recommender systems, image processing, and e-learning.

Research Domains

Artificial Intelligence
Data Analytics
Data Visualisation
Deep Learning
Image and Video processing
Machine Learning
Personalisation

Publications by Matthew Nicholson

To smile or not to smile: The effect of mismatched emotional expressions in a Human-Robot cooperative task

PUBLICATION:	RO-MAN 2022 - 31st IEEE International Conference on Robot and Human Interactive Communication
AUTHOR(S):	Ilaria Torre, Anna Deichler, Matthew Nicholson, Rachel McDonnell, Naomi Harte
DATE:	30 September 2022
TYPE:	Conf papers

The interaction of normalisation and clustering in sub-domain definition for multi-source transfer learning based time series anomaly detection

PUBLICATION:	Knowledge-based Systems
AUTHOR(S):	Matthew Nicholson, Rahul Agrahari, Clare Conran, Haythem Assem, John Kelleher
DATE:	17 September 2022
TYPE:	Journal Articles

Assessing Feature Representations for Instance-Based Cross-Domain Anomaly Detection in Cloud Services Univariate Time Series Data

PUBLICATION:	IoT
AUTHOR(S):	Rahul Agrahari, Matthew Nicholson, Clare Conran, Haytham Assem, John Kelleher
DATE:	29 January 2022
TYPE:	Journal Articles

The New Testament in Virtual Research Environments: Titles, Greek Manuscripts, Data Querying

PUBLICATION:	Classics@
AUTHOR(S):	Garrick Allen, Owen Conlan, Clare Conran, Christophe Debruyne, Troy Griffitts, Nishtha Jain, Matthew Nicholson, Declan O’Sullivan, Kelsie Rodenbiker, Anthony Royle, and Ulrich Schmid
DATE:	01 July 2021
TYPE:	Journal Articles

An Advert Creation System for 3D Product Placements

PUBLICATION:	ECML-PKDD 2020 - European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases
AUTHOR(S):	Ivan Bacher, Hossein Javidnia, Soumyabrata Dev, Rahul Agrahari, Murhaf Hossari, Matthew Nicholson, Clare Conran, Jian Tang, Peng Song, David Corrigan, François Pitié
DATE:	14 September 2020
TYPE:	Conf papers

DeepReal - A Deep Learning Based 3D Advert Integration System

PUBLICATION:	NEM Summit 2020 - B’Smart - European Media Science and Technology Meets Arts, 2020.
AUTHOR(S):	Ivan Bacher, Hossein Javidnia, Soumyabrata Dev, Rahul Agrahari, Murhaf Hossari, Matthew Nicholson, Clare Conran, David Corrigan, Francois Pitié
DATE:	18 May 2020
TYPE:	Conf papers

Identifying Candidate Spaces for Advert Implantation

PUBLICATION:	ICCSNT 2019 - IEEE 7th International Conference on Computer Science and Network Technology
AUTHOR(S):	Soumyabrata Dev, Hossein Javidnia, Murhaf Hossari, Matthew Nicholson, Killian McCabe, Atul Nautiyal, Clare Conran, Jian Tang, Wei Xu, François Pitié
DATE:	08 October 2019
TYPE:	Conf papers

Localizing Adverts in Outdoor Scenes

PUBLICATION:	ICMEW 2019 - IEEE International Conference on Multimedia & Expo Workshops
AUTHOR(S):	Soumyabrata Dev, Murhaf Hossari, Matthew Nicholson, Killian McCabe, Atul Nautiyal, Clare Conran, Jian Tang, Wei Xu, François Pitié
DATE:	15 August 2019
TYPE:	Conf papers

The ALOS Dataset for Advert Localization in Outdoor Scenes

PUBLICATION:	QoMEX 2019 - 11th International Conference on Quality of Multimedia Experience
AUTHOR(S):	Soumyabrata Dev, Murhaf Hossari, Matthew Nicholson, Killian McCabe, Atul Nautiyal Clare Conran, Jian Tang, Wei Xu, François Pitié
DATE:	05 June 2019
TYPE:	Conf papers

CoRE: A Cold-start Resistant and Extensible Recommender System

PUBLICATION:	SAC 2019 - 34th ACM/SIGAPP Symposium on Applied Computing
AUTHOR(S):	Mostafa Bayomi, Annalina Caputo, Matthew Nicholson, Anirban Chakraborty, Seamus Lawless
DATE:	08 April 2019
TYPE:	Conf papers

The CASE dataset of candidate spaces for advert implantation

PUBLICATION:	MVA 2019 - International Conference on Machine Vision Applications
AUTHOR(S):	Soumyabrata Dev, Murhaf Hossari, Matthew Nicholson, Killian McCabe, Atul Nautiyal, Clare Conran, Jian Tang, Wei Xu, François Pitié
DATE:	21 March 2019
TYPE:	Conf papers

ADNet: A Deep Network for Detecting Adverts

PUBLICATION:	AICS 2018 - 26th AIAI Irish Conference on Artificial Intelligence and Cognitive Science
AUTHOR(S):	Murhaf Hossari, Soumyabrata Dev, Matthew Nicholson, Killian McCabe, Atul Nautiyal, Clare Conran, Jian Tang, Wei Xu, François Pitié
DATE:	06 December 2018
TYPE:	Conf papers

Leveraging Knowledge Graphs of Movies and their Content for Web-Scale Analysis

PUBLICATION:	SITIS 2018 - Workshop on Multimedia Information Retrieval and Applications of the 14th International Conference on Signal Image Technology and Internet-Based Systems
AUTHOR(S):	Fabrizio Orlandi, Jeremy Debattista, Islam A. Hassan, Majid Latifi, Matthew Nicholson, Clare Conran, Fahim A. Salim, Daniel Turner, Jian Tang, Owen Conlan, Declan O'Sullivan
DATE:	26 November 2018
TYPE:	Conf papers

An Advert Creation System for Next-Gen Publicity

PUBLICATION:	ECML-PKDD 2018 - European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases
AUTHOR(S):	Atul Nautiyal, Killian McCabe, Murhaf Hossari, Soumyabrata Dev, Matthew Nicholson, Clare Conran, Declan McKibben, Jian Tang, Wei Xu, François Pitié
DATE:	10 September 2018
TYPE:	Conf papers