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Cooperative Task-Oriented Computing: Algorithms and Complexity
Cooperative Task-Oriented Computing: Algorithms and Complexity

Cooperative network supercomputing is becoming increasingly popular for harnessing the power of the global Internet computing platform. A typical Internet supercomputer consists of a master computer or server and a large number of computers called workers, performing computation on behalf of the master. Despite the simplicity and benefits of...

Clojure for Machine Learning
Clojure for Machine Learning

In this compelling introduction to machine learning techniques and algorithms, you’ll learn how to use your knowledge of Clojure. From building systems to using machine learning techniques in cloud architecture, it’s the complete guide.

Overview

  • Covers a lot of machine learning techniques with...
Learning Boost C++ Libraries
Learning Boost C++ Libraries

Solve practical programming problems using powerful, portable, and expressive libraries from Boost

About This Book

  • Learn to apply the breadth of Boost libraries, including containers, smart pointers, regular expressions, threads, network I/O, and other utilities through practical programming...
Probabilistic Approaches to Robotic Perception (Springer Tracts in Advanced Robotics)
Probabilistic Approaches to Robotic Perception (Springer Tracts in Advanced Robotics)

This book tries to address the following questions: How should the uncertainty and incompleteness inherent to sensing the environment be represented and modelled in a way that will increase the autonomy of a robot? How should a robotic system perceive, infer, decide and act efficiently? These are two of the challenging questions robotics...

Computer Age Statistical Inference: Algorithms, Evidence, and Data Science (Institute of Mathematical Statistics Monographs)
Computer Age Statistical Inference: Algorithms, Evidence, and Data Science (Institute of Mathematical Statistics Monographs)
The twenty-first century has seen a breathtaking expansion of statistical methodology, both in scope and in influence. “Big data,” “data science,” and “machine learning” have become familiar terms in the news, as statistical methods are brought to bear upon the enormous data sets of modern science...
Numerical Methods for Chemical Engineers with MATLAB Applications
Numerical Methods for Chemical Engineers with MATLAB Applications

Master numerical methods using MATLAB, today's leading software for problem solving.

 

This complete guide to numerical methods in chemical engineering is the first to take full advantage of MATLAB's powerful calculation environment....

Optimizing Compilers for Modern Architectures: A Dependence-based Approach
Optimizing Compilers for Modern Architectures: A Dependence-based Approach

Modern computer architectures designed with high-performance microprocessors offer tremendous potential gains in performance over previous designs. Yet their very complexity makes it increasingly difficult to produce efficient code and to realize their full potential. This landmark text from two leaders in the field focuses on the pivotal role...

Data Preparation for Data Mining (The Morgan Kaufmann Series in Data Management Systems)
Data Preparation for Data Mining (The Morgan Kaufmann Series in Data Management Systems)
Data Preparation for Data Mining addresses an issue unfortunately ignored by most authorities on data mining: data preparation. Thanks largely to its perceived difficulty, data preparation has traditionally taken a backseat to the more alluring question of how best to extract meaningful knowledge. But without adequate preparation of your...
Advanced Signal Processing and Noise Reduction, 2nd Edition
Advanced Signal Processing and Noise Reduction, 2nd Edition

This book presents a broad range of theory and application of statistical signal processing. The emphasis is on digital noise reduction algorithms, particularly important in the field of mobile communication. Vaseghi covers a broad range of applications, including spectral estimation, channel equalization, speech coding over noisy channels,...

Multimedia Interaction and Intelligent User Interfaces: Principles, Methods and Applications
Multimedia Interaction and Intelligent User Interfaces: Principles, Methods and Applications

Consumer electronics (CE) devices, providing multimedia entertainment and enabling communication, have become ubiquitous in daily life. However, consumer interaction with such equipment currently requires the use of devices such as remote controls and keyboards, which are often inconvenient, ambiguous and non-interactive. An important...

Python Algorithms: Mastering Basic Algorithms in the Python Language
Python Algorithms: Mastering Basic Algorithms in the Python Language

Python Algorithms explains the Python approach to algorithm analysis and design. Written by Magnus Lie Hetland, author of Beginning Python, this book is sharply focused on classical algorithms, but it also gives a solid understanding of fundamental algorithmic problem-solving...

Handbook of Pattern Recognition & Computer Vision
Handbook of Pattern Recognition & Computer Vision

The area of pattern recognition and computer vision, after over 35 years of continued development, has now reached its maturity. The theories, techniques and algorithms are mostly well developed. There are a number of applications which are still being explored. New approaches motivated by applications and new computer architectures...

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