
Pattern Recognition and Machine Learning
Category :Machine Learning
Language:
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132
This new textbook reflects these recent developments while providing a compre
hensive introduction to the fields of pattern recognition and machine learning. It is
aimed at advanced undergraduates . . . . . 
Statistical Learning and Sequential Prediction
Category :Statistical Learning Theory
Language:
clicks:
117
1
About
This course will focus on theoretical aspects of
Statistical Learning
and
Sequential
Prediction
. Until recently, these two subjects have been treated separately within
the learning c . . . . . 
An Introduction to Statistical Learning: with Applications in R
Category :Statistical Learning Theory
Language:
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78
 One of the first books in this area—
The Elements of Statistical Learning
(ESL) (Hastie, Tibshirani, and Friedman)—was published in 2001, with a
second edition in 2009. ESL has become a popular tex . . . . . 

The Elements of Statistical Learning
Category :Statistical Learning Theory
Language:
clicks:
125
 This book is our attempt to bring together many of the important new
ideas in learning, and explain them in a statistical framework. While some
mathematical details are needed, we emphasize the meth . . . . . 

Control Principles of Complex Networks
Category :Systems and Control
Language:
clicks:
184
A reflection of our ultimate understanding of a complex system is our ability to control its behavior. Typically, control has multiple prerequisites: It requires an accurate map of the network that go . . . . . 
Introduzione all Intelligenza Artificiale
Category :Artificial Intelligence
Language:
clicks:
516
The paper presents an introduction to Artificial Intelligence (AI) in an accessible and informal but precise form. The paper focuses on the algorithmic aspects of the discipline, presenting the main t . . . . . 