Accession Number : ADA310689

Title :   Proceedings of Workshop on Maximum Entropy and Bayesian Methods (13th) Held in Santa Barbara, California on August 1-5, 1993,

Corporate Author : CALIFORNIA UNIV SANTA BARBARA DEPT OF ELECTRICAL AND COMPUTER ENGINEERING

Personal Author(s) : Heidbreder, Glenn R.

PDF Url : ADA310689

Report Date : 1993

Pagination or Media Count : 410

Abstract : Partial contents include: (1) AN INTRODUCTION TO MODEL SELECTION USING PROBABILITY THEORY AS LOGIC; (2) HYPERPARAMETERS: OPTIMIZE, OR INTEGRATE OUT?; (3) WHAT BAYES HAS TO SAY ABOUT THE EVIDENCE PROCEDURE; (4) RECONCILING BAYESIAN AND NON-BAYESIAN ANALYSIS; (5) BAYESIAN ROBUSTNESS: A NEW LOOK FROM GEOMETRY; (6) LOCAL POSTERIOR ROBUSTNESS WITH PARAMETRIC PRIORS: MAXIMUM AND AVERAGE SENSITIVITY; (7) BAYESIAN ROBUSTNESS: A NEW LOOK FROM GEOMETRY; (8) LOCAL POSTERIOR ROBUSTNESS WITH PARAMETRIC PRIORS: MAXIMUM AND AVERAGE SENSITIVITY; (9) TREE-STRUCTURED CLUSTERING VIA THE MINIMUM CROSS ENTROPY PRINCIPLE; (10) A SCALE-INVARIANT BAYESIAN METHOD TO SOLVE LINEAR INVERSE PROBLEMS; (11) MAXIMUM ENTROPY SIGNAL TRANSMISSION; (12) MAXIMUM QUANTUM ENTROPY FOR CLASSICAL DENSITY FUNCTIONS; (13) SMOOTHING IN MAXIMUM QUANTUM ENTROPY; (14) DENSITY ESTIMATION BY MAXIMUM QUANTUM ENTROPY; (15) A BAYESIAN GENETIC ALGORITHM FOR CALCULATING MAXIMUM ENTROPY DISTRIBUTIONS; (16) A MATHEMATICIAN PACKAGE FOR SYMBOLIC BAYESIAN CALCULATIONS; (17) A MULTICRITERION EVALUATION OF THE MEMSYS5 PROGRAM FOR PET; (18) PARALLEL MAXIMUM ENTROPY RECONSTRUCTION OF PET IMAGES; (19) BAYESIAN NON-LINEAR MODELING FOR THE PREDICTION COMPETITION; (20) BAYESIAN MO%MODELING AND CLASSIFICATION OF NEURAL SIGNALS; (21) PIXON-BASED IMAGE RECONSTRUCTION; (22) SUPER-RESOLVED SURFACE RECONSTRUCTION FROM MULTIPLE IMAGES; (23) BAYESIAN ANALYSIS OF LINEAR PHASED-ARRAY RADAR; (24) NEURAL NETWORK IMAGE DECONVOLUTION; (25) BAYESIAN RESOLUTION OF CLOSELY SPACED OBJECT; (26) ULTRASONIC IMAGE IMPROVEMENT THROUGH THE USE OF BAYESIAN PRIORS WHICH ARE BASED ON ADJACENT SCANNED TRACES; and (27) APPLICATION OF MAXENT TO INVERSE PHOTOEMISSION SPECTROSCOPY

Descriptors :   *MATHEMATICAL MODELS, *BAYES THEOREM, DATA BASES, ALGORITHMS, SIGNAL PROCESSING, IMAGE PROCESSING, NEURAL NETS, OPTIMIZATION, QUEUEING THEORY, PARAMETERS, QUANTUM THEORY, MAXIMUM LIKELIHOOD ESTIMATION, PROBABILITY DISTRIBUTION FUNCTIONS, MATHEMATICAL LOGIC, ACCURACY, INPUT OUTPUT PROCESSING, PROBABILITY DENSITY FUNCTIONS, REGRESSION ANALYSIS, NONLINEAR SYSTEMS, THERMAL ANALYSIS, MATHEMATICAL PREDICTION, ULTRASONICS, PHOTOELECTRIC EMISSION, ACOUSTIC IMAGES, SYSTEMS ANALYSIS, DATA COMPRESSION, INVERSE SCATTERING, APPLIED MATHEMATICS, WORKSHOPS, PHASED ARRAYS, ENTROPY, CAUCHY PROBLEM, IMAGE RESTORATION, SMOOTHING(MATHEMATICS).

Subject Categories : Statistics and Probability
      Operations Research
      Cybernetics

Distribution Statement : APPROVED FOR PUBLIC RELEASE