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Common Pitfalls Using the Normalized Compression Distance: What to Watch Out for in a Compressor [PDF]
, 2005 Using the mathematical background for algorithmic complexity developed by Kolmogorov in the sixties, Cilibrasi and Vitanyi have designed a similarity distance named normalized compression distance applicable to the clustering of objects of any kind, such
Alfonseca Moreno, Manuel +2 more
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Statistic complexity: combining kolmogorov complexity with an ensemble approach. [PDF]
PLoS ONE, 2010 BACKGROUND: The evaluation of the complexity of an observed object is an old but outstanding problem. In this paper we are tying on this problem introducing a measure called statistic complexity. METHODOLOGY/PRINCIPAL FINDINGS: This complexity measure is
Frank Emmert-Streib
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Nihon Kikai Gakkai ronbunshu, 2015 The complexity or randomness of the laminar-turbulent transition process of an inlet boundary layer in a circular pipe was analyzed by use of Kolmogorov complexity which is a very important measure of the randomness of various events. In the inlet region
Masashi ICHIMIYA +2 more
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Information Complexity Ranking: A New Method of Ranking Images by Algorithmic Complexity
Entropy, 2023 Predicting how an individual will perceive the visual complexity of a piece of information is still a relatively unexplored domain, although it can be useful in many contexts such as for the design of human–computer interfaces.
Thomas Chambon +2 more
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Structured patterns of activity in pulse-coupled oscillator networks with varied connectivity.
PLoS ONE, 2021 Identifying coordinated activity within complex systems is essential to linking their structure and function. We study collective activity in networks of pulse-coupled oscillators that have variable network connectivity and integrate-and-fire dynamics ...
Kyra L Kadhim +2 more
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Comparison of Compression-Based Measures with Application to the Evolution of Primate Genomes
Entropy, 2018 An efficient DNA compressor furnishes an approximation to measure and compare information quantities present in, between and across DNA sequences, regardless of the characteristics of the sources.
Diogo Pratas +2 more
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Studies in Logic, Grammar and Rhetoric, 2018 Parkinson’s Disease can be treated with the use of microelectrode recording and stimulation. This paper presents a data stream classifier that analyses raw data from micro-electrodes and decides whether the measurements were taken from the subthalamic ...
Ząbkiewicz Kamil
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Theses and Capstone Projects Plagiarism Checker using Kolmogorov Complexity Algorithm
Walailak Journal of Science and Technology, 2019 In education, students attempt to copy previous works and are relying on prepared solutions available on the Internet in order to meet their requirements.
Marco Jr. Nañadiego Del Rosario +1 more
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Software Library for Authorship Identification
Digital Presentation and Preservation of Cultural and Scientific Heritage, 2015 The aim of this paper is to review some methods for text authorship attribution and to discuss the development of a software library with tools for automatic authorship attribution.
Ivan Ivanov +4 more
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Information-theoretic analysis of the dynamics of an executable biological model. [PDF]
PLoS ONE, 2013 To facilitate analysis and understanding of biological systems, large-scale data are often integrated into models using a variety of mathematical and computational approaches.
Avital Sadot +6 more
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