Learn IT - Books tags neural

Optimization for Machine Learning (Neural Information Processing series)

MIT Press, 2011

The intersection of interests between machine learning and optimization has engaged many leading researchers in both communities for some years now. Both are vital and growing fields, and the areas of shared interest are expanding too. This volume collects contributions from many researchers who have been a part of these...

Numerical Methods Using Matlab (Ellis Horwood Series in Mathematics & Its Applications)

Prentice Hall, 1995

Our primary aim is to introduce the render to a wide range of numerical algorithms, explain their fundamental principles and illustrate their application. The algorithms are implemented in the software package ÐÐÐ¢1.ÐÐ® because it provides a powerful tool to help with these studies.

Many...

Human - Computer Systems Interaction: Backgrounds and Applications 2: Part 1

Springer, 2011

A new procedure for combined validation of learning models – built for specifically uncertain data – is briefly described. The procedure, called the queue validation, relies on a combination of resubstitution with the modified learn-andtest paradigm. In the initial experiment [Burda and Hippe 2010] the developed...

Advanced Computer-Assisted Techniques in Drug Discovery (Methods and Principles in Medicinal Chemistry)

John Wiley & Sons, 1994

The main objective of this series is to offer a practice-oriented survey of techniques currently used in Medicinal Chemistry. Following the volumes on Hansch analysis and related approaches (Vol. 1) and multivariate analyses (Vol. 2), the present handbook focuses on some new, emerging techniques in drug discovery; emphasis is...

Pattern Recognition: An Algorithmic Approach (Undergraduate Topics in Computer Science)

Springer, 2012

Our main aim in writing this book is to make the concepts of pattern recognition clear to undergraduate and postgraduate students of the subject. We will not deal with pre-processing of data. Rather, assuming that patterns are represented using some appropriate pre-processing techniques in the form of vectors of numbers, we will...

Language and Automata Theory and Applications: 5th International Conference

Springer, 2012

These proceedings contain the papers that were presented at the 5th International Conference on Language and Automata Theory and Applications (LATA 2011), held in Tarragona, Spain, during May 26–31, 2011.

The scope of LATA is rather broad, including: algebraic language theory; algorithms for semi-structured...

Bayesian Networks: A Practical Guide to Applications (Statistics in Practice)

John Wiley & Sons, 2008

Bayesian Networks, the result of the convergence of artificial intelligence with statistics, are growing in popularity. Their versatility and modelling power is now employed across a variety of fields for the purposes of analysis, simulation, prediction and diagnosis.

This book provides a general introduction to Bayesian networks,...

Responsive Web Design (Brief Books for People Who Make Websites, No. 4)

Book Apart, 2011

Language has magical properties. The word “glamour”—which was originally a synonym for magic or spell-casting—has its origins in the word “grammar.” Of all the capabilities of language, the act of naming is the most magical and powerful of all.

The short history of web design has already...

Functional and Dysfunctional Sexual Behavior: A Synthesis of Neuroscience and Comparative Psychology

Academic Press, 2007

For a long time I was fascinated by trying to understand the behavioral, endocrine and neural mechanisms controlling rat sexual behavior, independently of whether such an understanding was of any use or not. My favorite afternoon distraction was to walk over to the lab and see how the experiments were going, and if possible I...

Obstetric/Gynecologic, An Issue of Ultrasound Clinics, 1e (The Clinics: Radiology)

Saunders, 2008

This issue of the Ultrasound Clinics is dedicated to ultrasound imaging of the abdomen. Abdominal ultrasound is often the first-line imaging modality used to evaluate the kidneys, liver, gallbladder, pancreas, spleen, abdominal aorta, and other blood vessels in the abdomen, and as such can be extremely helpful in...

Approximate Kalman Filtering (Approximations and Decompositions)

World Scientific Publishing, 1993

Kalman filtering algorithm gives optimal (linear, unbiased and minimum error-variance) estimates of the unknown state vectors of a linear dynamic-observation system, under the regular conditions such as perfect data information; complete noise statistics; exact linear modelling; ideal will-conditioned matrices in computation and strictly...

The Inferior Colliculus

Springer, 2005

The purpose of this volume is twofold. First, it offers an in-depth analysis of current approaches and issues in the study of the auditory system. By concentrating on one structure, the inferior colliculus, a focused and coherent treatment of many aspects of auditory neural processing is possible. The position of the inferior...

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