23 citations · 42 across the 4 of their papers we have counts for
5 papers
Universal Gorban's Entropies: Geometric Case Study
Evgeny M Mirkes
Recently, A.N. Gorban presented a rich family of universal Lyapunov functions for any linear or non-linear reaction network with detailed or complex balance. Two main elements of t…
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.…
How deep should be the depth of convolutional neural networks: a backyard dog case study
A. N. Gorban, E. M. Mirkes, I. Y. Tyukin
The work concerns the problem of reducing a pre-trained deep neuronal network to a smaller network, with just few layers, whilst retaining the network's functionality on a given ta…
Long and short range multi-locus QTL interactions in a complex trait of yeast
Evgeny M. Mirkes, Thomas Walsh, Edward J. Louis +1
We analyse interactions of Quantitative Trait Loci (QTL) in heat selected yeast by comparing them to an unselected pool of random individuals. Here we re-examine data on individual…
Initialization of Self-Organizing Maps: Principal Components Versus Random Initialization. A Case Study
A. A. Akinduko, E. M. Mirkes
The performance of the Self-Organizing Map (SOM) algorithm is dependent on the initial weights of the map. The different initialization methods can broadly be classified into rando…