Information entropy and thermal entropy: apples and oranges
Sign Up to like & getrecommendations! Published in 2017 at "Journal of Computational Electronics"
DOI: 10.1007/s10825-017-1044-1
Abstract: The frequent misunderstanding of information entropy is pointed out. It is shown that, contrary to fortuitous situations and common beliefs, there is no general interrelation between the information entropy and the thermodynamical entropy. We point… read more here.
Keywords: entropy thermal; entropy; information entropy; entropy apples ... See more keywords
An Ensemble Classification Algorithm Based on Information Entropy for Data Streams
Sign Up to like & getrecommendations! Published in 2019 at "Neural Processing Letters"
DOI: 10.1007/s11063-019-09995-7
Abstract: Data stream mining has attracted much attention from scholars. In recent researches, ensemble classification has been wide aplied in concept drift detection; however, most of them regard classification accuracy as a criterion for judging whether… read more here.
Keywords: based information; information entropy; ensemble classification; classification ... See more keywords
Predictable component analysis of a system based on nonlinear error information entropy
Sign Up to like & getrecommendations! Published in 2017 at "Science China Earth Sciences"
DOI: 10.1007/s11430-016-5127-8
Abstract: Based on the theory of information entropy concerning nonlinear errors, the growth rules for the nonlinear errors of the Lorenz system and its predictable components are studied. The results show that the impact of the… read more here.
Keywords: error; information entropy; system; nonlinear error ... See more keywords
Vibration-based damage indicators: a comparison based on information entropy
Sign Up to like & getrecommendations! Published in 2020 at "Journal of Civil Structural Health Monitoring"
DOI: 10.1007/s13349-020-00381-9
Abstract: Vibration-based methods for damage localizations often rely on a damage feature defined in terms of changes of modal shapes and localize damage by detecting shape irregularities that are ascribed to local loss of stiffness. In… read more here.
Keywords: vibration based; information entropy; information; damage ... See more keywords
Information Entropy-Based Strategy for the Quantitative Evaluation of Extensive Hyperspectral Images to Better Unveil Spatial Heterogeneity in Mass Spectrometry Imaging.
Sign Up to like & getrecommendations! Published in 2022 at "Analytical chemistry"
DOI: 10.1021/acs.analchem.2c00370
Abstract: Hyperspectral images can be generated from mass spectrometry imaging (MSI) data for the intuitive data visualization purpose. However, hundreds of HSIs can be generated by different dimensionality reduction methods, which poses great challenges in selecting… read more here.
Keywords: information; heterogeneity; mass spectrometry; hyperspectral images ... See more keywords
Molecular reconstruction of naphtha by maximum information entropy method
Sign Up to like & getrecommendations! Published in 2019 at "Petroleum Science and Technology"
DOI: 10.1080/10916466.2018.1550496
Abstract: Abstract Naphtha is the feedstock for steam cracking and catalytic reforming of aromatics. Based on the molecular library and 42 groups of practical data including the properties of density, potential aromatic content, the weight fractions… read more here.
Keywords: information entropy; molecular reconstruction; maximum information; naphtha ... See more keywords
Negative rectification and anomalous diffusion in nonlinear substrate potentials: Dynamical relaxation and information entropy.
Sign Up to like & getrecommendations! Published in 2022 at "Physical review. E"
DOI: 10.1103/physreve.105.024204
Abstract: We numerically investigate the rectification of the probability flux and dynamical relaxation of particles moving in a system with and without noise. The system, driven by two external forces, consists of two substrate potentials that… read more here.
Keywords: diffusion; negative rectification; rectification; dynamical relaxation ... See more keywords
Defect detection of bare printed circuit boards based on gradient direction information entropy and uniform local binary patterns
Sign Up to like & getrecommendations! Published in 2017 at "Circuit World"
DOI: 10.1108/cw-06-2017-0028
Abstract: Purpose The purpose of this paper is to propose a defect detection method of bare printed circuit boards (PCB) with high accuracy. Design/methodology/approach First, bilateral filtering of the PCB image was performed in the uniform… read more here.
Keywords: gradient direction; information entropy; direction information; circuit ... See more keywords
Cryptanalysis of a Chaotic Image Encryption Algorithm Based on Information Entropy
Sign Up to like & getrecommendations! Published in 2018 at "IEEE Access"
DOI: 10.1109/access.2018.2883690
Abstract: Recently, a chaotic image encryption algorithm based on information entropy (IEAIE) was proposed. This paper scrutinizes the security properties of the algorithm and evaluates the validity of the used quantifiable security metrics. When the round… read more here.
Keywords: image encryption; chaotic image; image; information entropy ... See more keywords
Information Entropy-Based Attribute Reduction for Incomplete Set-Valued Data
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Access"
DOI: 10.1109/access.2021.3138961
Abstract: This paper investigates attribute reduction for incomplete set-valued data based on information entropy. The similarity degree between information values on a conditional attribute of an incomplete set-valued decision information system (ISVDIS) is first proposed. Then,… read more here.
Keywords: information; information entropy; attribute reduction; set valued ... See more keywords
Community Clustering Routing Algorithm Based on Information Entropy in Mobile Opportunity Network
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Access"
DOI: 10.1109/access.2022.3146579
Abstract: Aiming at the difficulty of traditional routing clustering algorithms to deal with the different characteristics between communities and the inefficient nodes after community clustering, this paper proposes a Community clustering Routing protocol based on information… read more here.
Keywords: network; community; community clustering; based information ... See more keywords