Our growing dependence on increasingly complex computer and software systems necessitates the development of formalisms, techniques, and tools for assessing …
"Award-winning trader Kevin Davey explains how he evolved from a discretionary to a systems trader and began generating triple-digit annual …
Practical Graph Analytics with Apache Giraph helps you build data mining and machine learning applications using the Apache Foundation’s Giraph …
This easy-to-follow textbook presents an engaging introduction to the fascinating world of medical image analysis. Avoiding an overly mathematical treatment, …
Nonlinear model predictive control (NMPC) is widely used in the process and chemical industries and increasingly for applications, such as …
This book will focus upon Mining and Analyzing social network. Some chapters in this book are extended from the papers …
Combinatorics is one of the fastest growing fields of mathematics. One reason for this is because many practical problems can …
The increasing abundance of large high-quality datasets, combined with significant technical advances over the last several decades have made machine …
This book demonstrates the optimal adversarial attacks against several important signal processing algorithms. Through presenting the optimal attacks in wireless …
In this age of information overload, people use a variety of strategies to make choices about what to buy, how …
This book discusses different aspects of group recommender systems, which are systems that help to identify recommendations for groups instead …
This book introduces basic machine learning concepts and applications for a broad audience that includes students, faculty, and industry practitioners. …
FUNDAMENTALS AND METHODS OF MACHINE AND DEEP LEARNINGThe book provides a practical approach by explaining the concepts of machine learning …
This is an introductory to intermediate level text on the science of image processing, which employs the Matlab programming language …
This addition to the OPERATIONS RESEARCH/COMPUTER SCIENCE INTERFACES Series represents a sorely-needed advance in decision science and game theory literature. …
This book constitutes the proceedings of the 18th International Conference on Mathematical Optimization Theory and Operations Research, MOTOR 2019, held …
This book constitutes refereed proceedings of the 19th International Conference on Mathematical Optimization Theory and Operations Research, MOTOR 2020, held …
This book constitutes the proceedings of the 19th International Conference on Mathematical Optimization Theory and Operations Research, MOTOR 2020, held …
This book constitutes the proceedings of the 21st International Conference on Mathematical Optimization Theory and Operations Research, MOTOR 2022, held …
This book constitutes the proceedings of the 20th International Conference on Mathematical Optimization Theory and Operations Research, MOTOR 2021, held …
This book constitutes refereed proceedings of the 22nd International Conference on Mathematical Optimization Theory and Operations Research: Recent Trends, MOTOR …
With the rise of multi-core architecture, parallel programming is an increasingly important topic for software engineers and computer system designers. …
This book is a methodical introduction to programming in Java that takes advantage of object-oriented data structures. It presents the …
Allen Downey, 2003. — 306 p.The fourth edition is tailored to help students prepare for the Computer Science AP Exam. …
This book presents major advances in high performance computing as well as major advances due to high performance computing. It …
This book is the result of the research in the implementation of polygon-based graphics operations on certain general purpose parallel …
The Haifa 2000 Workshop on "Inherently Parallel Algorithms for Feasibility and Optimization and their Applications" brought together top scientists in …
The ability of parallel computing to process large data sets and handle time-consuming operations has resulted in unprecedented advances in …
A comprehensive overview of the current evolution of research in algorithms, architectures and compilation for parallel systems is provided by …
This book constitutes the refereed proceedings of the 8th International Conference on Algorithms and Architectures for Parallel Processing, ICA3PP 2008, …
ParCo2007 marks a quarter of a century of the international conferences on parallel computing that started in Berlin in 1983. …
p>If you thought data structures and algorithms were all just theory, you're missing out on what they can do for …
Introduces readers to core algorithmic techniques for next-generation sequencing (NGS) data analysis and discusses a wide range of computational techniques …
The advent of computerization has improved our capabilities in terms of generating and collecting data from myriad of sources to …
The Handbook of Computational Statistics - Concepts and Methods ist divided into 4 parts. It begins with an overview of …
Reflecting current technological capacities and analytical trends, this book/CD-ROM package showcases Monte Carlo and nonparametric statistical methods for models, simulations, …
