Search Results for author: James Goulding

Found 4 papers, 1 papers with code

Exploring the Unexplored: Understanding the Impact of Layer Adjustments on Image Classification

no code implementations25 Jan 2024 Haixia Liu, Tim Brailsford, James Goulding, Gavin Smith, Larry Bull

This paper investigates how adjustments to deep learning architectures impact model performance in image classification.

Image Classification

CCC/Code 8.7: Applying AI in the Fight Against Modern Slavery

no code implementations24 Jun 2021 Nadya Bliss, Mark Briers, Alice Eckstein, James Goulding, Daniel P. Lopresti, Anjali Mazumder, Gavin Smith

Building on the kickoff Code 8. 7 conference held at the headquarters of the United Nations in February 2019, the focus for this workshop was to link the ambitious goals outlined in the A 20-Year Community Roadmap for Artificial Intelligence Research in the US (AI Roadmap) to challenges vital in achieving the UN's Sustainable Development Goal Target 8. 7, the elimination of modern slavery.

Ethics

Model Class Reliance for Random Forests

1 code implementation NeurIPS 2020 Gavin Smith, Roberto Mansilla, James Goulding

Variable Importance (VI) has traditionally been cast as the process of estimating each variables contribution to a predictive model's overall performance.

Marketing

AMP: a new time-frequency feature extraction method for intermittent time-series data

no code implementations20 Jul 2015 Duncan Barrack, James Goulding, Keith Hopcraft, Simon Preston, Gavin Smith

To demonstrate the effectiveness of AMP, we evaluate against the real word task of clustering intermittent time-series data.

Clustering Time Series +1

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