Matthew Nicholson

Research Architect

Email Address: matthew.nicholson@adaptcentre.ie

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 organise MLDublin.

Research Domains
  • Artificial Intelligence, Data Analytics, Data Visualisation, Deep Learning, Image and Video processing, Machine Learning, Personalisation

Publications

  • 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
  • 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
  • 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
  • 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
  • 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
  • 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
  • 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
  • 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
  • The New Testament in Virtual Research Environments: Titles, Greek Manuscripts, Data Querying
    PUBLICATION:Classics@
    AUTHOR(S): Garrick V. Allen, Owen Conlan, Clare Conran, Christophe Debruyne, Troy Griffitts, Nishtha Jain, Matthew Nicholson, Declan O’Sullivan, Kelsie G. Rodenbiker, Anthony P. Royle, Ulrich Schmid
    DATE:01 July 2021
    TYPE:Journal Articles