106 citations · 409 across the 35 of their papers we have counts for
36 papers
What is Hiding in Medicine's Dark Matter? Learning with Missing Data in Medical Practices
Neslihan Suzen, Evgeny M. Mirkes, Damian Roland +3
Electronic patient records (EPRs) produce a wealth of data but contain significant missing information. Understanding and handling this missing data is an important part of clinica…
An Informational Space Based Semantic Analysis for Scientific Texts
Neslihan Suzen, Alexander N. Gorban, Jeremy Levesley +1
One major problem in Natural Language Processing is the automatic analysis and representation of human language. Human language is ambiguous and deeper understanding of semantics a…
Convergence of sparse grid Gaussian convolution approximation for multi-dimensional periodic function
Simon Hubbert, Janin Jäger, Jeremy Levesley
We consider the problem of approximating -periodic functions by convolution with a scaled Gaussian kernel. We start by establishing convergence rates to functions from p…
Semantic Analysis for Automated Evaluation of the Potential Impact of Research Articles
Neslihan Suzen, Alexander Gorban, Jeremy Levesley +1
Can the analysis of the semantics of words used in the text of a scientific paper predict its future impact measured by citations? This study details examples of automated text cla…
Principal Components of the Meaning
Neslihan Suzen, Alexander Gorban, Jeremy Levesley +1
In this paper we argue that (lexical) meaning in science can be represented in a 13 dimension Meaning Space. This space is constructed using principal component analysis (singular…
Personality Traits and Drug Consumption. A Story Told by Data
Elaine Fehrman, Vincent Egan, Alexander N. Gorban +3
This is a preprint version of the first book from the series: "Stories told by data". In this book a story is told about the psychological traits associated with drug consumption.…