Point information gain and multidimensional data analysis

R Rychtáriková, J Korbel, P Macháček, P Císař… - Entropy, 2016 - mdpi.com
We generalize the point information gain (PIG) and derived quantities, ie, point information
gain entropy (PIE) and point information gain entropy density (PIED), for the case of the …

Analysis of biological time-lapse microscopic experiment from the point of view of the information theory

D Štys, J Urban, J Vaněk, P Císař - Micron, 2011 - Elsevier
We report objective analysis of information in the microscopic image of the cell monolayer.
The process of transfer of information about the cell by the microscope is analyzed in terms …

[PDF][PDF] Survey and comparative analysis on entropy usage for several applications in computer vision

N Chamoli, S Kukreja, M Semwal - International Journal of Computer …, 2014 - Citeseer
This paper presents a thorough study of different types of entropies. Application and
comparison of various entropies have been considered with their effectiveness and …

Construction of the phenomenological model of Belousov–Zhabotinsky reaction state trajectory

A Zhyrova, D Štys - International Journal of Computer Mathematics, 2014 - Taylor & Francis
The Belousov–Zhabotinsky reaction is used as an example of a self-organizing system
which is easily and intelligibly observable, and experimentally accessible. The analysis …

On measurement of internal variables of complex self-organized systems and their relation to multifractal spectra

D Štys, P Jizba, Š Papáček, T Náhlík… - Self-Organizing Systems …, 2012 - Springer
We propose a method for characterizing structured, experimentally observable, complex self-
organized systems. The method in question is based on the observation that number of self …

Clustering of multi-image sets using Rényi information entropy

R Rychtáriková - International Conference on Bioinformatics and …, 2016 - Springer
We propose a clustering method based on the calculation of variables derived from the α-
dependent Rényi information entropy–a point information gain entropy (H_ α) and point …

Information Entropy

J Urban - Applications from Engineering with MATLAB Concepts, 2016 - books.google.com
Abstract “The chapter begins with the short description about the concept of entropy,
formula, and matlab code. Within the main chapter body, three different approaches how to …

Entropy based approximation to cell monolayer development

T Náhlík, J Urban, P Císař, J Vaněk, D Štys - 5th European Conference of …, 2012 - Springer
Our analysis is based on the assumption that the metabolic and signal pathways
substantiate non-linear dynamic processes which are responsible for asymptotic stability of …

[HTML][HTML] Artificial intelligence in biology

J Urban, P Císař, A Pautsina, J Soukup… - Technical Computing …, 2013 - books.google.com
The cybernetics was defined as a description of control and communication in living
organisms and machines, by Norbert Wiener in 1948. Unfortunately, the part of living …

[PDF][PDF] Data Visualization for the Prediction of Liver Cancer Disease using Different Graphical Techniques

Data visualization is the technique for analyzing the data from the collected dataset. Different
plots can be drawn for the data visualization. Microscopic images of the liver are being …