Building Probabilistic Graphical Models with Python

Building Probabilistic Graphical Models with Python

(2 reviews, 784 downloads)
, 2014-05-25, 172 pages, pdf, epub
Solve machine learning problems using probabilistic graphical models implemented in Python with real-world applications Overview Stretch the limits of machine learning by learning how graphical models provide an insight on particular problems, especially in high dimension areas such as image…
State of the Art Applications of Social Network Analysis

State of the Art Applications of Social Network Analysis

(1 reviews, 719 downloads)
, 2014-05-27, 372 pages, pdf, epub
Social network analysis increasingly bridges the discovery of patterns in diverse areas of study as more data becomes available and complex. Yet the construction of huge networks from large data often requires entirely different approaches for analysis including; graph theory,…
High Performance Python: Practical Performant Programming for Humans

High Performance Python: Practical Performant Programming for Humans

(1 reviews, 1948 downloads)
, 2014-09-20, 370 pages, pdf, epub
Your Python code may run correctly, but you need it to run faster. By exploring the fundamental theory behind design choices, this practical guide helps you gain a deeper understanding of Python’s implementation. You’ll learn how to locate performance bottlenecks…
Data Clustering: Algorithms and Applications

Data Clustering: Algorithms and Applications

(2 reviews, 805 downloads)
, 2013-08-21, 652 pages, pdf, epub
Research on the problem of clustering tends to be fragmented across the pattern recognition, database, data mining, and machine learning communities. Addressing this problem in a unified way, Data Clustering: Algorithms and Applications provides complete coverage of the entire area…
Semantic Multimedia Analysis and Processing

Semantic Multimedia Analysis and Processing

(1 reviews, 571 downloads)
, 2014-06-23, 555 pages, pdf, epub
Broad in scope, Semantic Multimedia Analysis and Processing provides a complete reference of techniques, algorithms, and solutions for the design and the implementation of contemporary multimedia systems. Offering a balanced, global look at the latest advances in semantic indexing, retrieval,…