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Deep Learning: Practical Neural Networks with Java
Deep Learning: Practical Neural Networks with Java

Build and run intelligent applications by leveraging key Java machine learning libraries

About This Book

  • Develop a sound strategy to solve predictive modelling problems using the most popular machine learning Java libraries.
  • Explore a broad variety of data processing, machine learning,...
Knapsack Problems: Algorithms and Computer Implementations (Wiley Series in Discrete Mathematics and Optimization)
Knapsack Problems: Algorithms and Computer Implementations (Wiley Series in Discrete Mathematics and Optimization)
Here is a state of art examination on exact and approximate algorithms for a number of important NP-hard problems in the field of integer linear programming, which the authors refer to as ``knapsack.'' Includes not only the classical knapsack problems such as binary, bounded, unbounded or binary multiple, but also less familiar problems...
AI for Game Developers
AI for Game Developers
Written for the novice AI programmer, AI for Game Developers introduces you to techniques such as finite state machines, fuzzy logic, neural networks, and many others, in straightforward, easy-to-understand language, supported with code samples throughout the entire book (written in C/C++). From basic...
Scheduling in Real-Time Systems
Scheduling in Real-Time Systems
Real-time computing plays a vital role in ultra-reliable and safety-critical applications in fields as diverse as flight control, telecommunication systems, nuclear plant supervision and surgical operation monitoring. Providing a comprehensive overview, this book examines the most significant real-time scheduling policies in use today....
Robust Signal Processing for Wireless Communications (Foundations in Signal Processing, Communications and Networking)
Robust Signal Processing for Wireless Communications (Foundations in Signal Processing, Communications and Networking)
Optimization of adaptive signal processing algorithms for wireless communications is based on a model of the underlying propagation channel. In practice, this model is never known perfectly. For example, its parameters have to be estimated and are only known with significant errors.

In this book, a systematic treatment of this practical design...

Drawing Graphs: Methods and Models (Lecture Notes in Computer Science)
Drawing Graphs: Methods and Models (Lecture Notes in Computer Science)
Graph drawing comprises all aspects of visualizing structural relations between objects. The range of topics dealt with extends from graph theory, graph algorithms, geometry, and topology to visual languages, visual perception, and information visualization, and to computer-human interaction and graphics design. This monograph gives a systematic...
Analysis of Numerical Methods
Analysis of Numerical Methods
Excellent advanced-undergraduate and graduate text covers norms, numerical solution of linear systems and matrix factoring, iterative solutions of nonlinear equations, eigenvalues and eigenvectors, polynomial approximation and more. Careful analysis and stress on techniques for developing new methods. Features examples and problems. 1966 edition....
Real-Time Stability Assessment in Modern Power System Control Centers
Real-Time Stability Assessment in Modern Power System Control Centers
This book answers the need for a practical, hands-on guide for assessing power stability in real time, rather than in offline simulations. Since the book is primarily geared toward the practical aspects of the subject, theoretical background is reduced to the strictest minimum. For the benefit of readers who may not be quite familiar with the...
Parallel Computing: Architectures, Algorithms and Applications - Volume 15 Advances in Parallel Computing
Parallel Computing: Architectures, Algorithms and Applications - Volume 15 Advances in Parallel Computing

ParCo2007 marks a quarter of a century of the international conferences on parallel computing that started in Berlin in 1983. The aim of the conference is to give an overview of the state-of-the-art of the developments, applications and future trends in high performance computing for all platforms. The conference addresses all aspects of...

Automated Physical Database Design and Tuning (Emerging Directions in Database Systems and Applications)
Automated Physical Database Design and Tuning (Emerging Directions in Database Systems and Applications)
Relational database systems have evolved significantly since their inception over 30 years ago. New applications are now more complex than ever, and tuning a production system for performance has become a critical yet time-consuming activity. Due to the increasing complexity in both application workloads and query engines, even...
Practical Graph Analytics with Apache Giraph
Practical Graph Analytics with Apache Giraph

Practical Graph Analytics with Apache Giraph helps you build data mining and machine learning applications using the Apache Foundation’s Giraph framework for graph processing. This is the same framework as used by Facebook, Google, and other social media analytics operations to derive business value from vast amounts of...

Graph Theory: A Problem Oriented Approach (Mathematical Association of America Textbooks)
Graph Theory: A Problem Oriented Approach (Mathematical Association of America Textbooks)

Graph Theory presents a natural, reader-friendly way to learn some of the essential ideas of graph theory starting from first principles. The format is similar to the companion text, Combinatorics: A Problem Oriented Approach also by Daniel A. Marcus, in that it combines the features of a textbook with those of a problem...

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