Support Vector Machines: Theory and Applications
The support vector machine (SVM) has become one of the standard tools for machine learning and data mining. This carefully ...
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Systems Biology and Regulatory Genomics
This book constitutes the thoroughly refereed post-proceedings of two joint RECOMB 2005 satellite events - the First Annual ...
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Séminaire de Probabilités XLI
Stochastic processes are as usual the main subject of the Séminaire, with contributions on Brownian motion (fractional or ...
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The Art of Random Walks
Einstein proved that the mean square displacement of Brownian motion is proportional to time. He also proved that the diffusion ...
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The Heat Kernel and Theta Inversion on SL2(C)
The present monograph develops the fundamental ideas and results surrounding heat kernels, spectral theory, and regularized ...
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The Method of Approximate Inverse: Theory and Applications
Inverse problems arise whenever one tries to calculate a required quantity from given measurements of a second quantity that ...
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Theory of Complex Homogeneous Bounded Domains
This book is the first to systematically explore the classification and function theory of complex homogeneous bounded domains. ...
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Transactions on Aspect-Oriented Software Development II
This volume, the second in the Transactions on Aspect-Oriented Software Development series, presents 2 regular revised papers, ...
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