1 code implementation • 15 Mar 2024 • Giorgio Morales, John Sheppard
In response to this gap, we present a MZ clustering method based on fertilizer responsivity.
no code implementations • 23 Feb 2024 • Opeyemi Bamigbade, John Sheppard, Mark Scanlon
This systematic literature review thoroughly examines the state-of-the-art leveraging computer vision techniques for multimedia geolocation and assesses their potential to expedite human trafficking investigation.
1 code implementation • 10 Jul 2023 • Mark Scanlon, Frank Breitinger, Christopher Hargreaves, Jan-Niclas Hilgert, John Sheppard
The disruptive application of ChatGPT (GPT-3. 5, GPT-4) to a variety of domains has become a topic of much discussion in the scientific community and society at large.
1 code implementation • 8 Apr 2023 • Giorgio Morales, John Sheppard
We propose to use counterfactual explanations (CFEs) for the identification of the features with the highest relevance on the shape of response curves generated by neural network black boxes.
1 code implementation • 1 Jun 2021 • Giorgio Morales, John Sheppard, Riley Logan, Joseph Shaw
The second step applies a wrapper-based approach to select bands from the reduced set based on their information entropy values, and trains a compact Convolutional Neural Network (CNN) to evaluate the performance of the current selection.
no code implementations • 2 Dec 2020 • Xiaoyu Du, Chris Hargreaves, John Sheppard, Felix Anda, Asanka Sayakkara, Nhien-An Le-Khac, Mark Scanlon
Multi-year digital forensic backlogs have become commonplace in law enforcement agencies throughout the globe.