
From Algorithms to Z-Scores: Probabilistic and Statistical Modeling in Computer Science
by Norm Matloff
Publisher: University of California, Davis 2013
ISBN/ASIN: 1616100362
Number of pages: 486
Description:
The materials here form a textbook for a course in mathematical probability and statistics for computer science students. Computer science examples are used throughout, in areas such as: computer networks; data and text mining; computer security; remote sensing; computer performance evaluation; software engineering; data management; etc.
Download or read it online for free here:
Download link
(3.4MB, PDF)
Similar books
Modelling and Simulationby Giuseppe Petrone, Giuliano Cammarata - InTech
This book collects research studies concerning modeling and simulation of physical systems in a very wide range of applications: micro-electro-mechanical systems, measurement instrumentations, catalytic reactors, biomechanical applications, etc.
(17982 views)
Simulated Annealingby Cher Ming Tan - IN-TECH
This book provides the readers with the knowledge of Simulated Annealing and its applications in the various branches of engineering. We encourage readers to explore the application of Simulated Annealing in their work for the task of optimization.
(17256 views)
Computer Simulation Techniques - The Definitive Introductionby Harry Perros - NC State University
The generation of pseudo-random numbers, the generation of stochastic variates, simulation designs, estimation techniques for analyzing endogenously created data, validation of a simulation model, variance reduction techniques, etc.
(18899 views)
Modeling, Simulation and Optimization: Tolerance and Optimal Controlby Shkelzen Cakaj - InTech
Topics covered: parametric representation of shapes, modeling of dynamic continuous fluid flow process, plant layout optimal plot plan, atmospheric modeling, cellular automata simulations, thyristor switching characteristics simulation, etc.
(18784 views)