Search Results for author: Peter Matthews

Found 3 papers, 1 papers with code

Applications of ML-Based Surrogates in Bayesian Approaches to Inverse Problems

no code implementations18 Oct 2023 Pelin Ersin, Emma Hayes, Peter Matthews, Paramjyoti Mohapatra, Elisa Negrini, Karl Schulz

One particular area of scientific interest is the setting of inverse problems, where one knows the forward dynamics of a system are described by a partial differential equation and the task is to infer properties of the system given (potentially noisy) observations of these dynamics.

Computational Efficiency

TMIXT: A process flow for Transcribing MIXed handwritten and machine-printed Text

1 code implementation28 Apr 2019 Fady Medhat, Mahnaz Mohammadi, Sardar Jaf, Chris G. Willcocks, Toby P. Breckon, Peter Matthews, Andrew Stephen McGough, Georgios Theodoropoulos, Boguslaw Obara

In this work, we present a generic process flow for text recognition in scanned documents containing mixed handwritten and machine-printed text without the need to classify text in advance.

SMS Spam Filtering using Probabilistic Topic Modelling and Stacked Denoising Autoencoder

no code implementations17 Jun 2016 Noura Al Moubayed, Toby Breckon, Peter Matthews, A. Stephen McGough

In This paper we present a novel approach to spam filtering and demonstrate its applicability with respect to SMS messages.

Denoising Spam detection

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