Maximum-Entropy and Bayesian Methods in Science and Engineering: Volume 2: Applications

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G. Erickson, C.R. Smith
Springer Science & Business Media, 1988 M08 31 - 440 páginas
This volume has its origin in the Fifth, Sixth and Seventh Workshops on "Maximum-Entropy and Bayesian Methods in Applied Statistics", held at the University of Wyoming, August 5-8, 1985, and at Seattle University, August 5-8, 1986, and August 4-7, 1987. It was anticipated that the proceedings of these workshops would be combined, so most of the papers were not collected until after the seventh workshop. Because most of the papers in this volume are in the nature of advancing theory or solving specific problems, as opposed to status reports, it is believed that the contents of this volume will be of lasting interest to the Bayesian community. The workshop was organized to bring together researchers from different fields to critically examine maximum-entropy and Bayesian methods in science and engineering as well as other disciplines. Some of the papers were chosen specifically to kindle interest in new areas that may offer new tools or insight to the reader or to stimulate work on pressing problems that appear to be ideally suited to the maximum-entropy or Bayesian method. These workshops and their proceedings could not have been brought to their final form without the support or help of a number of people.

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SETI Radon Transforms and Optimization
1
INDUCTIVE INFERENCE BY NEURAL NETWORKS
19
ON THE EFFICIENCY OF A CLASS OF MAXIMUM ENTROPY ESTIMATORS
33
QUANTUM STATISTICAL MECHANICS IN PHASE SPACE AND THE CLASSICAL LIMIT
51
SUPERPOSITION EFFECTS IN DIFFERENTIAL ENTROPY AND KULLBACK LEIBLER INFORMATION
83
SUPER VARIATIONAL PRINCIPLES
89
Einsteins Reversal of the Boltzmann Principle and Particle Statistics
105
A LOCAL MINIMUM
111
STOCHASTIC RELAXATION METHODS FOR IMAGE RESTORATION AND EXPERT SYSTEMS
265
TOWARDS A METHOD OF CORRECTING BIAS INTRODUCED BY THE USE OF THE ERROR FITTING METHOD IN CONJUNCTION WITH ...
313
Making Maximum Entropy Computations Easier By Adding Extra Constraints Extended Abstract
323
Image Restoration and Reconstruction using Entropy as a Regularization Functional
341
APPLICATION OF LIKELIHOOD AND ENTROPY FOR TOEPLITZ CONSTRAINED COVARIANCE ESTIMATION
357
THE CONCEPT OF EPOCH ENTROPY IN COMPLEX SYSTEMS
363
A GENERAL THEORY OF INHOMOGENEOUS SYSTEMS
371
MAXIMUM ENTROPY AND CRACK GEOMETRY IN GRANITIC ROCKS
381

LEAST MAXIMUM ENTROPY AND MINIMUM UNCERTAINTY COHERENT STATES
121
MAXIMUM ENTROPY SPECTROSCOPY DIMES and MESA
127
INFORMATION AND ENTROPY OF PATTERNS IN GENETIC SWITCHS
147
MAXIMUM ENTROPY AND THE PHASE PROBLEM IN PROTEIN CRYSTALLOGRAPHY
155
CONTRAST TRANSFER FUNCTION CORRECTION IN ELECTRON MICROSCOPY
171
IMPLICATIONS IN ECONOMIC AND SOCIAL SCIENCE
181
A Maximum Entropy Method for Expert System Construction
243
MAXIMUM ENTROPY ANALYSIS OF LIQUID DIFFRACTION DATA
395
RANDOM ARRAY BEAMFORMING
409
THE ROLE OF MIXED STRATEGIES
421
COMPARISON OF BAYESIAN AND DEMPSTERS RULES IN EVIDENCE COMBINATION
427
SUBJECT INDEX
435
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