Programming Collective Intelligence: Building Smart Web 2.0 Applications
Author: Toby Segaran
Manufacturer: O'Reilly Media, Inc.
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Pattern Recognition and Machine Learning (Information Science and Statistics)
Author: Christopher M. Bishop
Manufacturer: Springer
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Digital Image Processing (3rd Edition)
Author: Rafael C. Gonzalez
Manufacturer: Prentice Hall
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Elements of Information Theory 2nd Edition (Wiley Series in Telecommunications and Signal Processing)
Author: Thomas M. Cover
Manufacturer: Wiley-Interscience
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Probability Theory: The Logic of Science (Vol 1)
Author: E. T. Jaynes
Manufacturer: Cambridge University Press
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Convex Optimization
Author: Stephen Boyd
Manufacturer: Cambridge University Press
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Numerical Optimization (Springer Series in Operations Research and Financial Engineering)
Author: Jorge Nocedal
Manufacturer: Springer
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Introduction to Computational Genomics: A Case Studies Approach
Author: Nello Cristianini
Manufacturer: Cambridge University Press
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Algorithmic Game Theory
Manufacturer: Cambridge University Press
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Nonlinear Programming
Author: Dimitri P. Bertsekas
Manufacturer: Athena Scientific
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Semi-Supervised Learning (Adaptive Computation and Machine Learning)
Manufacturer: The MIT Press
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Understanding Complex Datasets: Data Mining with Matrix Decompositions (Chapman & Hall/Crc Data Mining and Knowledge Discovery Series)
Author: David Skillicorn
Manufacturer: Chapman & Hall/CRC
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Learning with Kernels: Support Vector Machines, Regularization, Optimization, and Beyond (Adaptive Computation and Machine Learning)
Author: Bernhard Schlkopf
Manufacturer: The MIT Press
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Gaussian Processes for Machine Learning (Adaptive Computation and Machine Learning)
Author: Carl Edward Rasmussen
Manufacturer: The MIT Press
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Handbook of Mathematical Models in Computer Vision
Manufacturer: Springer
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The Minimum Description Length Principle (Adaptive Computation and Machine Learning)
Author: Peter D. Grünwald
Manufacturer: The MIT Press
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Topology for Computing (Cambridge Monographs on Applied and Computational Mathematics)
Author: Afra J. Zomorodian
Manufacturer: Cambridge University Press
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Numerical Geometry of Images: Theory, Algorithms, and Applications
Author: Ron Kimmel
Manufacturer: Springer
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Statistical Learning Theory
Author: Vladimir N. Vapnik
Manufacturer: Wiley-Interscience
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Elements of Pattern Theory (Johns Hopkins Studies in the Mathematical Sciences)
Author: Ulf Grenander
Manufacturer: The Johns Hopkins University Press
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Mathematical Problems in Image Processing: Partial Differential Equations and the Calculus of Variations (Applied Mathematical Sciences)
Author: Gilles Aubert
Manufacturer: Springer
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Image Analysis, Random Fields and Markov Chain Monte Carlo Methods: A Mathematical Introduction (Stochastic Modelling and Applied Probability)
Author: Gerhard Winkler
Manufacturer: Springer
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Image Processing And Analysis: Variational, Pde, Wavelet, And Stochastic Methods
Author: Tony Chan
Manufacturer: Society for Industrial and Applied Mathematic
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Hands-on Morphological Image Processing (SPIE Tutorial Texts in Optical Engineering Vol. TT59)
Author: Edward R. Dougherty
Manufacturer: SPIE Publications
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Support Vector Machines for Pattern Classification (Advances in Pattern Recognition)
Author: Shigeo Abe
Manufacturer: Springer
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Kernel Based Algorithms for Mining Huge Data Sets: Supervised, Semi-supervised, and Unsupervised Learning (Studies in Computational Intelligence)
Author: Te-Ming Huang
Manufacturer: Springer
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Statistics and Analysis of Shapes (Modeling and Simulation in Science, Engineering and Technology)
Manufacturer: Birkhäuser Boston
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