Search Results for author: Bashar Awwad Shiekh Hasan

Found 4 papers, 3 papers with code

Fully-Automatic Pipeline for Document Signature Analysis to Detect Money Laundering Activities

no code implementations29 Jul 2021 Nikhil Woodruff, Amir Enshaei, Bashar Awwad Shiekh Hasan

Signatures present on corporate documents are often used in investigations of relationships between persons of interest, and prior research into the task of offline signature verification has evaluated a wide range of methods on standard signature datasets.

Agree to Disagree: When Deep Learning Models With Identical Architectures Produce Distinct Explanations

1 code implementation14 May 2021 Matthew Watson, Bashar Awwad Shiekh Hasan, Noura Al Moubayed

Deep Learning of neural networks has progressively become more prominent in healthcare with models reaching, or even surpassing, expert accuracy levels.

Finding the Ground-Truth from Multiple Labellers: Why Parameters of the Task Matter

1 code implementation16 Feb 2021 Robert McCluskey, Amir Enshaei, Bashar Awwad Shiekh Hasan

Findings show that both Expectation Maximisation and CrowdTruth are only likely to give an advantage over majority vote under certain parameter conditions, while there are many cases where the methods can be shown to have no major impact.

Bayesian Stress Testing of Models in a Classification Hierarchy

1 code implementation25 May 2020 Bashar Awwad Shiekh Hasan, Kate Kelly

Building a machine learning solution in real-life applications often involves the decomposition of the problem into multiple models of various complexity.

BIG-bench Machine Learning Classification +2

Cannot find the paper you are looking for? You can Submit a new open access paper.