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Entropy, Volume 24, Issue 11

November 2022 - 195 articles

Cover Story: The proposed measure of discrete partial mutual information from mixed embedding (DPMIME) addresses the challenging task of estimating direct causal relationships in discrete-valued multivariate time series or symbol sequences. Applying the same information criteria and dimension reduction as in the respective measure of PMIME for numerical data, the DPMIME is robust to the number of observed variables and can thus form accurately causality networks, as shown on five national financial markets. Simulations on discretized time series showed that the DPMIME is computationally effective using a parametric test for the termination criterion, unlike PMIME using a resampling test, and it converges in accuracy to PMIME with the increase in time series length. View this paper
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Articles (195)

  • Article
  • Open Access
2,589 Views
20 Pages

21 November 2022

With the continuous improvement of people’s health awareness and the continuous progress of scientific research, consumers have higher requirements for the quality of drinking. Compared with high-sugar-concentrated juice, consumers are more wil...

  • Article
  • Open Access
10 Citations
4,365 Views
18 Pages

21 November 2022

Object detection is challenging in large-scale images captured by unmanned aerial vehicles (UAVs), especially when detecting small objects with significant scale variation. Most solutions employ the fusion of different scale features by building mult...

  • Article
  • Open Access
2 Citations
2,823 Views
21 Pages

21 November 2022

We consider the problem of finding the closest multivariate Gaussian distribution on a constraint surface of all Gaussian distributions to a given distribution. Previous research regarding geodesics on the multivariate Gaussian manifold has focused o...

  • Article
  • Open Access
9 Citations
2,261 Views
21 Pages

Bearing Fault Diagnosis Method Based on RCMFDE-SPLR and Ocean Predator Algorithm Optimizing Support Vector Machine

  • Mingxiu Yi,
  • Chengjiang Zhou,
  • Limiao Yang,
  • Jintao Yang,
  • Tong Tang,
  • Yunhua Jia and
  • Xuyi Yuan

20 November 2022

For the problem that rolling bearing fault characteristics are difficult to extract accurately and the fault diagnosis accuracy is not high, an unsupervised characteristic selection method of refined composite multiscale fluctuation-based dispersion...

  • Article
  • Open Access
4 Citations
2,537 Views
23 Pages

Are Guessing, Source Coding and Tasks Partitioning Birds of A Feather?

  • M. Ashok Kumar,
  • Albert Sunny,
  • Ashish Thakre,
  • Ashisha Kumar and
  • G. Dinesh Manohar

19 November 2022

This paper establishes a close relationship among the four information theoretic problems, namely Campbell source coding, Arikan guessing, Huleihel et al. memoryless guessing and Bunte and Lapidoth tasks’ partitioning problems in the IID-lossle...

  • Feature Paper
  • Article
  • Open Access
2 Citations
2,031 Views
14 Pages

Fast Driving of a Particle in Two Dimensions without Final Excitation

  • Xiao-Jing Lu,
  • Mikel Palmero,
  • Ion Lizuain and
  • Juan Gonzalo Muga

19 November 2022

Controlling the motional state of a particle in a multidimensional space is key for fundamental science and quantum technologies. Applying a recently found two-dimensional invariant combined with linear invariants, we propose protocols to drive a par...

  • Article
  • Open Access
3 Citations
2,722 Views
15 Pages

Bifurcation and Entropy Analysis of a Chaotic Spike Oscillator Circuit Based on the S-Switch

  • Petr Boriskov,
  • Andrei Velichko,
  • Nikolay Shilovsky and
  • Maksim Belyaev

19 November 2022

This paper presents a model and experimental study of a chaotic spike oscillator based on a leaky integrate-and-fire (LIF) neuron, which has a switching element with an S-type current-voltage characteristic (S-switch). The oscillator generates spikes...

  • Article
  • Open Access
1 Citations
2,509 Views
19 Pages

A Hybrid Opinion Formation and Polarization Model

  • Baizhong Yang,
  • Quan Yu and
  • Yi Fan

19 November 2022

The last decade has witnessed a great number of opinion formation models that depict the evolution of opinions within a social group and make predictions about the evolution process. In the traditional formulation of opinion evolution such as the DeG...

  • Article
  • Open Access
2 Citations
2,943 Views
13 Pages

18 November 2022

Recently, with the rise of deep learning, text classification techniques have developed rapidly. However, the existing work usually takes the entire text as the modeling object and pays less attention to the hierarchical structure within the text, ig...

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Entropy - ISSN 1099-4300