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05/01/2023
Data-Parallel Algorithms for String Diagrams
We give parallel algorithms for string diagrams represented as structure...
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03/03/2023
TRUSformer: Improving Prostate Cancer Detection from Micro-Ultrasound Using Attention and Self-Supervision
A large body of previous machine learning methods for ultrasound-based p...
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12/11/2022
Can REF output quality scores be assigned by AI? Experimental evidence
This document describes strategies for using Artificial Intelligence (AI...
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12/11/2022
Terms in journal articles associating with high quality: Can qualitative research be world-leading?
Purpose: Scholars often aim to conduct high quality research and their s...
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12/11/2022
In which fields do higher impact journals publish higher quality articles?
The Journal Impact Factor and other indicators that assess the average c...
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12/11/2022
Is Research Funding Always Beneficial? A Cross-Disciplinary Analysis of UK Research 2014-20
The search for and management of external funding now occupies much valu...
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12/11/2022
Are internationally co-authored journal articles better quality? The UK case 2014-2020
International collaboration is sometimes encouraged in the belief that i...
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12/11/2022
In which fields are citations indicators of research quality?
Citation counts are widely used as indicators of research quality to sup...
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12/11/2022
Is big team research fair in national research assessments? The case of the UK Research Excellence Framework 2021
Collaborative research causes problems for research assessments because ...
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12/11/2022
Why are co-authored academic articles more cited: Higher quality or larger audience?
Co-authored articles tend to be more cited in many academic fields, but ...
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12/11/2022
Do bibliometrics introduce gender, institutional or interdisciplinary biases into research evaluations?
Systematic evaluations of publicly funded research typically employ a co...
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12/11/2022
Predicting article quality scores with machine learning: The UK Research Excellence Framework
National research evaluation initiatives and incentive schemes have prev...
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12/11/2022
Do altmetric scores reflect article quality? Evidence from the UK Research Excellence Framework 2021
Altmetrics are web-based quantitative impact or attention indicators for...
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07/21/2022
Towards Confident Detection of Prostate Cancer using High Resolution Micro-ultrasound
MOTIVATION: Detection of prostate cancer during transrectal ultrasound-g...
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03/12/2022
Categories of Differentiable Polynomial Circuits for Machine Learning
Reverse derivative categories (RDCs) have recently been shown to be a su...
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06/13/2021
Category Theory in Machine Learning
Over the past two decades machine learning has permeated almost every re...
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05/19/2021
The Cost of Compositionality: A High-Performance Implementation of String Diagram Composition
String diagrams are an increasingly popular algebraic language for the a...
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03/02/2021
Categorical Foundations of Gradient-Based Learning
We propose a categorical foundation of gradient-based machine learning a...
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02/08/2021
A Bayesian Hurdle Quantile Regression Model for Citation Analysis with Mass Points at Lower Values
Quantile regression presents a complete picture of the effects on the lo...
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01/26/2021