Search Results for author: Rob Brennan

Found 4 papers, 1 papers with code

Image Data Augmentation Approaches: A Comprehensive Survey and Future directions

no code implementations7 Jan 2023 Teerath Kumar, Alessandra Mileo, Rob Brennan, Malika Bendechache

To cope with this problem, various techniques have been proposed such as dropout, normalization and advanced data augmentation.

Data Augmentation Image Classification +3

Random Data Augmentation based Enhancement: A Generalized Enhancement Approach for Medical Datasets

1 code implementation3 Oct 2022 Sidra Aleem, Teerath Kumar, Suzanne Little, Malika Bendechache, Rob Brennan, Kevin McGuinness

To evaluate the generalization of the proposed method, we use four medical datasets and compare its performance with state-of-the-art methods for both classification and segmentation tasks.

Data Augmentation

A Common Semantic Model of the GDPR Register of Processing Activities

no code implementations1 Feb 2021 Paul Ryan, Harshvardhan J. Pandit, Rob Brennan

The creation and maintenance of a Register of Processing Activities (ROPA) is an essential process for the demonstration of GDPR compliance.

Cryptography and Security

Global Intelligent Content: Active Curation of Language Resources using Linked Data

no code implementations LREC 2014 David Lewis, Rob Brennan, Leroy Finn, Dominic Jones, Alan Meehan, Declan O{'}Sullivan, Sebastian Hellmann, Felix Sasaki

We refer to this as Active Curation of the language resources, since it is performed systematically over language processing workflows to continuously improve the quality of the resource in specific applications, rather than via dedicated curation steps.

Information Retrieval Machine Translation +1

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