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Phase Transitions in Machine Learning
Phase Transitions in Machine Learning

From its inception in the 1930s, the rich and vigorous field of computer science has been concerned with the resources, both in time and in memory, needed to carry out a computation. A number of fundamental theorems were discovered that resorted to a worst-case analysis. The central question was whether a given algorithm could be...

Algorithms and Computation: 20th International Symposium, ISAAC 2009, Honolulu, Hawaii
Algorithms and Computation: 20th International Symposium, ISAAC 2009, Honolulu, Hawaii

The papers in this volume were presented at the 20th Annual International Symposium on Algorithms and Computation, held December 16–18, 2009, in Hawaii, USA. In response to the Call-for-Papers, 279 papers were submitted. Each paper received at least three reviews by either Program Committee members or experts selected by Program...

Kalman Filter Recent Advances and Applications
Kalman Filter Recent Advances and Applications
The discussion about the manned spacecraft program was initiated at NASA in 1959. Only one year later, Dr. Kalman and Dr. Schmidt linked the linear Kalman filter and the perturbation theory in order to obtain the Kalman-Schmidt filter, currently known as the extended Kalman filter. This approach would be implemented in 1961 using an...
Data Structures and Algorithms in Java
Data Structures and Algorithms in Java
Fundamental data structures in a consistent object-oriented framework

Now revised to reflect the innovations of Java 5.0, Goodrich and Tamassia’s Fourth Edition of Data Structures and Algorithms in Java continues to offer accessible coverage of fundamental data structures, using a consistent...

Software Visualization: Visualizing the Structure, Behaviour, and Evolution of Software
Software Visualization: Visualizing the Structure, Behaviour, and Evolution of Software
Software visualization encompasses the development and evaluation of methods for graphically representing different aspects of software, including its structure, its execution, and its evolution. Software visualization combines techniques from areas like software engineering, programming languages, data mining, computer graphics, information...
Algorithms and Architectures of Artificial Intelligence (Frontiers in Artificial Intelligence and Applications)
Algorithms and Architectures of Artificial Intelligence (Frontiers in Artificial Intelligence and Applications)
This book gives an overview of methods developed in artificial intelligence for search, learning, problem solving and decision-making. It gives an overview of algorithms and architectures of artificial intelligence that have reached the degree of maturity when a method can be presented as an algorithm, or when a well-defined architecture is known,...
Algorithms and Parallel Computing (Wiley Series on Parallel and Distributed Computing)
Algorithms and Parallel Computing (Wiley Series on Parallel and Distributed Computing)

There is a software gap between hardware potential and the performance that can be attained using today ’ s software parallel program development tools. The tools need manual intervention by the programmer to parallelize the code. This book is intended to give the programmer the techniques necessary to explore parallelism in...

Element Stamp Algorithm for Matrix Formulation of Symbolic Circuits (Computer Networks)
Element Stamp Algorithm for Matrix Formulation of Symbolic Circuits (Computer Networks)
The need to analyze a linear network is a recurring requirement in computer-aided network analysis. Not only a majority of the network problems to be solved is posed as linear problems; nonlinear resistive and dynamic networks are usually solved by the analysis of a sequence of “linearized” networks. The analysis of...
The The Massachusetts General Hospital Handbook of Neurology
The The Massachusetts General Hospital Handbook of Neurology
As with the first edition, this handbook's goals are to quickly remind and update the reader. It therefore strives to be well cross-referenced, terse, and thin a pocket book should really fit in the pocket. We have tried to keep in mind that the head is actually connected to the body, and include sections on medicine and other...
Adaptive Filtering Primer with MATLAB (Electrical Engineering Primer Series)
Adaptive Filtering Primer with MATLAB (Electrical Engineering Primer Series)

Because of the wide use of adaptive filtering in digital signal processing and, because most of the modern electronic devices include some type of an adaptive filter, a text that brings forth the fundamentals of this field was necessary. The material and the principles presented in this book are easily accessible to engineers, scientists, and...

Energy Efficient Hardware-Software Co-Synthesis Using Reconfigurable Hardware
Energy Efficient Hardware-Software Co-Synthesis Using Reconfigurable Hardware

The integration of multi-million-gate configurable logic, pre-compiled heterogeneous hardware components, and on-chip processor subsystems offer high computation capability and exceptional design flexibility to modern reconfigurable hardware. Moshe Gavrielov, the recently appointed president and CEO of Xilinx, which is the largest...

Bayesian Methods for Hackers: Probabilistic Programming and Bayesian Inference (Addison-Wesley Data & Analytics)
Bayesian Methods for Hackers: Probabilistic Programming and Bayesian Inference (Addison-Wesley Data & Analytics)

Master Bayesian Inference through Practical Examples and Computation–Without Advanced Mathematical Analysis

 

Bayesian methods of inference are deeply natural and extremely powerful. However, most discussions of Bayesian inference rely...

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