Research Catalog

Title

Bayesian inference and maximum entropy methods in science and engineering : 25th International Workshop on Bayesian Inference and Maximum Entropy Methods in Science and Engineering, San Jose, California, 7-12 August 2005 / editors ; Kevin H. Knuth, Ali E. Abbas, Robin D. Morris, and J. Patrick Castle.

Author

International Workshop on Bayesian Inference and Maximum Entropy Methods in Science and Engineering (25th : 2005 : San Jose, Calif.)

Publication

Melville, N.Y. : American Institute of Physics, 2005.

Items in the Library & Off-site

Holdings

Details

Additional Authors

Knuth, Kevin H.

Description

xiv, 564 pages : illustrations; 24 cm.

Series Statement

AIP conference proceedings, 0094-243X ; 803

Uniform Title

AIP conference proceedings ; no. 803.

Alternative Title

25th International Workshop on Bayesian Inference and Maximum Entropy Methods in Science and Engineering

Subjects

• Maximum entropy method > Congresses
• Bayesian statistical decision theory > Industrial applications > Congresses
• Bayesian statistical decision theory > Congresses

Bibliography (note)

• Includes bibliographical references and index.

Contents

Preface / John Parker Burg -- Bayesics / J. Skilling -- Maximum entropy distributions between upper and lower bounds / A. E. Abbas -- Information theoretical approach for searching very large image archives / M. Ciucu and M. Datcu -- An appreciation of Ed Jaynes / R. A. Howard -- Function estimation employing exponential splines / V. Dose and R. Fischer -- A Bayesian approach to testing for uniformity / D. S. Silvia and S. G. Rawlings -- The ABC of model sections : AIC, BIC, and the new CIC / C. C. Rodriguez -- Bayesian evidence framework for decision tree learning / R. Chatpatanasiri and B. Kijsirikul -- Density estimation via optimal segmentation / J. D. Scargle and B. W. Jackson -- Stochastic spectral methods for efficient Bayesian solution of inverse problems / Y. M. Marzouk, H. N. Najm and L. A. Rahn -- Parameter and structure inference for nonlinear dynamical systems / R. D. Morris, V. N. Smelyanskiy and M. Millonas -- FBST for mixture model selection / M. S. Lauretto and J. M. Stern -- Marginal likelihood change detection : particle filter approach / T. Matsumoto -- A Bayesian analysis of extrasolar planet data for HD 208487 / P. C. Gregory -- Bayesian analysis of stellar optical interferometer data / J. A. Benson -- Bayesian spectral analysis of white dwarf light curves / R. Arnold, T. Vignaux and D. Sullivan -- Searching faint and extended sources in the X-ray universe / F. Guglielmetti, R. Fischer, P. Rosati, V. Mainieri and V. Dose -- Turning ON (and OFF) / J. Skilling -- Approximate Bayesian inference by adaptive quantization of the hypothesis space / M. Johansson -- Using nested sampling in the analysis of multi-rate sound energy decay in acoustically coupled rooms / T. Jasa and N. Xiang -- Optimal discretization resolution in algebraic image reconstruction / B. Sharif and F. Kamalabadi -- Super-resolution and joint segmentation in Bayesian framework / F. Humblot and A. Mohammad-Djafari -- Experience with Bayesian image based surface modeling / J. C. Stutz -- An information-theoretic approach for image reconstruction : the black and white case / A. Golan, A. Bhati and B. Buyuksahin -- Microwave imaging : characterization of unknown dielectric or conductive materials / O. Feron, B. Duchene and A. Mohammad-Djafari -- Image recovery from the magnitude of the fourier transform using a gaussian mixture with hidden potts-markov model / Z. Chama, M. F. Belbachir, F. Humblot and A. Mohammad-Djafari -- Mean field approximation for BSS of images with a compound hierarchical gauss-markov-potts model / N. Bali and A. Mohammad-Djafari -- Bayesian separation of non-stationary mixtures of dependent gaussian sources / D. Gencaga, E. E. Kuruoglu and A. Ertuzun -- Determination of the number of sources in blind source separation / M. M. Ichir and A. Mohammad-Djafari -- Variational Bayesian learning for wavelet independent component analysis / E. Roussos, S. Roberts and I. Daubechies -- Maximum entropy guide for BSS / J. M. Gorriz, C. G. Puntonet, E. G. Medialdea and F. Rojas -- Learning the structure of a Bayesian network : an application of information geometry and the minimum description length principle / E. J. M. Lauria -- Optimizing inequality constrained priors in Bayesian networks / D. E. Holmes -- Lattice theoretic aspects of inference and parameter estimation / J. K. Lin -- Local frame junction trees in SLAM / F. O. Kuehnel -- Maxentropic continuous distributions based on the mean and range / J.-J. Fernandez-Duran and M. M. Gregorio-Dominguez -- Maximum entropy approximation / N. Sukumar -- Algorithm for minimum laterally-adiabatically reduced fisher information / D. G. Collins -- The information geometry of space and time / A. Caticha -- Prior probabilities : an information-theroetic approach / P. Goyal -- Generalized maximum entropy / P. Cheeseman and J. Stutz -- Another look at the canon of plausible inference / A. Solana-Ortega and V. Solana -- An approach to prior selection / M. Aminghafari and A. Mohammadpour -- Statistically dual distributions and conjugate families / S. I. Bityukov and N. V. Krasnikov -- On classical, fuzzy, and Bayesian hypothesis testing / A. Mohammadpour and A. Mohammad-Djafari -- Introduction to the information in metric space / M. Pappalardo -- Newton, Einstein, Jeffreys, and Bayesian model selection / S. Chettri, D. Batchelor, W. Campbell and K. Balakrishan -- Bayesian analysis of inconsistent measurements of neutron cross sections / K. M. Hanson -- Integrated Bayesian experimental design / R. Fischer, H. Dreier, A. Dinklage, B. Kurzan and E. Pasch -- Errors in all variables / R. Preuss and V. Dose -- Bayesian estimation of Z[subscript eff] in the TEXTOR tokamak from visible bremsstrahlung and CXRS measurements / G. Verdoolaege, G. Van Oost, M. M. Ichir, A. Mohammad-Djafari and M. G. Von Hellermann -- Subharmonic solution of quasilinear elliptic type PDEs of mathematical physics for dissipation of information / E. Kiss -- Mapping tectonic stress using earthquakes / R. Arnold, J. Townend and T. Vignaux -- Integrating laboratory compaction data with numerical fault models : a Bayesian framework / D. D. Fitzenz, A. Jalobeanu, S. H. Hickman and N. Sleep -- Model comparison of avalanche models / U. von Toussaint and M. Kern -- Softening a hard quadratic bound of a prior Pdf - an example from geomagnetism / A. Jackson and M. Sambridge -- Bayesian multinomial logistic regression for author identification / D. Madigan, A. Genkin, D. D. Lewis and D. Fradkin -- Semi-supervised learning for Bayesian pattern classification / J. L. Center, Jr. -- Identifying biomagnetic sources in the brain by the maximum entropy approach / H.-I. Pai, C.-Y. Tseng and H. C. Lee -- Estimation of cerebral blood flow from dynamic suspectibility contrast MRI using a tissue model / J. S. Shimony, J. J. Lee and G. L. Bretthorst -- Coping with trial-to-trial variability of event-related neuronal spike trains : a Bayesian perspective / A. Bollimunta, K. H. Knuth and M. Ding.

ISBN

0735402922

LCCN

2005935588

OCLC

• ocm62702817
• SCSB-5221865

Owning Institutions

Columbia University Libraries