Table of Contents: “... systems for probability distribution functions and expectation variables: A study based on a class of master equations -- Invariant Koszul Form of Homogeneous Bounded Domains and Information Geometry Structures -- Gauge freedom of entropies on q-Gaussian...”

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Subject (ZB): “...Entropy (Information theory)...”

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Table of Contents: “... -- Clustering with Entropy-Like k-Means Algorithms -- Sampling Methods for Building Initial Partitions -- TMG: A MATLAB Toolbox for Generating Term-Document Matrices from Text Collections -- Criterion Functions for Clustering on High-Dimensional Data....”

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Table of Contents: “... Country Currency Markets -- Multivariable Modeling on Complex Behavior of a Foreign Exchange Market -- Gibbs Measure and Markov Chain Modeling for Stock Markets -- Entropy in the Economy -- Investment Strategy Based on a Company Growth Model -- Growth...”

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Table of Contents: “...I. General -- 1. Entropy, Complexity, Predictability, and Data Analysis of Time Series and Letter Sequences -- 2. Wavelet Based Multifractal Formalism: Applications to DNA Sequences, Satellite Images of the Cloud Structure, and Stock Market Data -- II...”

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Table of Contents: “... and increasing entropy -- 2.3 Microcanonical distribution -- 2.4. Canonical distribution -- 2.5 The probability of a macrostate -- 2.6 Thermodynamic functions derived from a canonical distribution -- 2.7 Some molecular partition functions -- 2.8 Fluctuations -- 2.9...”

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Table of Contents: “... -- Lecture 5. N-Atom Ideal Gas -- Lecture 6. Pressure of an Ideal Gas -- Aside B. How Do Thermometers Work—The Polythermal Ensemble -- Lecture 7. Formal Manipulations of the Partition Function -- Aside C. Gibbs’s Derivation of -- Lecture 8. Entropy -- Lecture 9...”

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Table of Contents: “...Edwin Thompson Jaynes -- A Tribute to Edwin T. Jaynes -- The Near-Irrelevance of Sampling Frequency Distributions -- Outlier Tolerant Parameter Estimation -- Universality, Prior Information and Maximum Entropy in Foams -- Texture Reconstruction in Noisy...”

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Table of Contents: “...Massive Inference and Maximum Entropy -- CV-NP Bayesianism by MCMC -- Which Algorithms are Feasible? A Maxent Approach -- Maximum Entropy, Likelihood and Uncertainty: A Comparison -- Probabilistic Methods for Data Fusion -- Whence the Laws of Probability...”

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Table of Contents: “... on the structure of stellar convection zones -- II: Basic Properties of Convection -- Stellar Convection; General Properties -- Compressible Turbulence -- Sound speed variations near the photosphere due to entropy perturbations in 3d numerical experiments -- A...”

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Table of Contents: “... by the Multiscale Maximum Entropy Method -- 30 Nested Test for Point Sources -- 31 Segmenting Chromospheric Images with Markov Random Fields -- 32 Analysis of Hipparcos Data in the Orthonormal Wavelet Representation -- 33 Statistical Properties of Wavelet Transforms...”

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Table of Contents: “... Bayesian Networks -- The Bootstrap is Inconsistent with Probability Theory -- Data-Driven Priors for Hyperparameters in Regularization -- Mixture Modeling to Incorporate Meaningful Constraints Into Learning -- Maximum Entropy (Maxent) Method in Expert Systems...”

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Table of Contents: “... Analysis -- Bayesian Robustness -- Bayesian Robustness: A New Look from Geometry -- Local Posterior Robustness with Parametric Priors: Maximum and Average Sensitivity -- Clustering -- Tree-Structured Clustering via the Minimum Cross Entropy Principle -- Inverse...”

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Table of Contents: “...Applications -- Flow and diffusion images from Bayesian spectral analysis of motion-encoded NMR data -- Bayesian estimation of MR images from incomplete raw data -- Quantified maximum entropy and biological EPR spectra -- The vital importance of prior...”

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Table of Contents: “... application to hard X-ray and ?-ray Imaging -- The INTEGRAL mission -- Future goals for Imaging -- Future goals for ?-ray spectroscopy -- Maximum entropy Imaging of COMPTEL data -- Imaging diffuse emission with COMPTEL -- Focusing in the hard X-ray band -- Imaging...”

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Table of Contents: “...Basic ideas -- Distinguishable particles -- Two examples -- Gases: the density of states -- Gases: the distributions -- Maxwell-Boltzmann gases -- Diatomic gases -- Fermi-Dirac gases -- Bose-Einstein gases -- Entropy in other situations -- Phase...”

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Table of Contents: “... of discrete random Laplacians -- Scattering and the role of operators in Bohmian mechanics -- Towards the Euclidean formulation of quantum statistical mechanics -- Large deviations in the spherical model -- Entropy density and the split property -- Perturbations...”

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Table of Contents: “... and Period -- Linking the Plausible and Demonstrative Inferences -- Dimensional Analysis in Data Modeling -- Entropies of Likelihood Functions -- Maximum Likelihood Estimation of the Lagrange Parameters of the Maximum Entropy Distributions -- Entropy of Form...”

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Table of Contents: “... Regression -- Data-Adaptive Kernel Estimation -- On the Nonparametric Estimation of the Entropy Functional -- II. Curve and Functional Estimation (Continued) -- Analysis of Samples of Curves -- Bootstrap Methods in Nonparametric Regression -- On the Influence...”

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Table of Contents: “... Systems. Molecular and Turbulent Sources of Fluctuations -- I.6. Laminar and Turbulent Motion -- 1. Evolution of Entropy and Entropy Production in Open Systems -- 1.1. Chaos and Order. The Controlling Parameters. Physical Chaos. Evolution and Self-Organization...”

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