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Matthew Nicholson

Research Architect

Email Address: [email protected]

Matthew is an architect working with the DLab. He was worked on a diverse range of projects from localisation/interoperability, personalisation/recommender systems, image processing, elearning. Matthew also organises MLDublin.

Research Domains

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

Publications

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