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Maximum Entropy and Bayesian Methods - Boise, Idaho, USA, 1997 Proceedings of the 17th International Workshop on Maximum Entropy and Bayesian Methods of Statistical Analysis (Paperback, Softcover reprint of the original 1st ed. 1998)
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Maximum Entropy and Bayesian Methods - Boise, Idaho, USA, 1997 Proceedings of the 17th International Workshop on Maximum Entropy and Bayesian Methods of Statistical Analysis (Paperback, Softcover reprint of the original 1st ed. 1998)
Series: Fundamental Theories of Physics, 98
Expected to ship within 10 - 15 working days
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This volume has its origin in the Seventeenth International
Workshop on Maximum Entropy and Bayesian Methods, MAXENT 97. The
workshop was held at Boise State University in Boise, Idaho, on
August 4 -8, 1997. As in the past, the purpose of the workshop was
to bring together researchers in different fields to present papers
on applications of Bayesian methods (these include maximum entropy)
in science, engineering, medicine, economics, and many other
disciplines. Thanks to significant theoretical advances and the
personal computer, much progress has been made since our first
Workshop in 1981. As indicated by several papers in these
proceedings, the subject has matured to a stage in which
computational algorithms are the objects of interest, the thrust
being on feasibility, efficiency and innovation. Though
applications are proliferating at a staggering rate, some in areas
that hardly existed a decade ago, it is pleasing that due attention
is still being paid to foundations of the subject. The following
list of descriptors, applicable to papers in this volume, gives a
sense of its contents: deconvolution, inverse problems, instrument
(point-spread) function, model comparison, multi sensor data
fusion, image processing, tomography, reconstruction, deformable
models, pattern recognition, classification and group analysis,
segmentation/edge detection, brain shape, marginalization,
algorithms, complexity, Ockham's razor as an inference tool,
foundations of probability theory, symmetry, history of probability
theory and computability. MAXENT 97 and these proceedings could not
have been brought to final form without the support and help of a
number of people.
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