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Python for Graph and Network Analysis (Advanced Information and Knowledge Processing)
Python for Graph and Network Analysis (Advanced Information and Knowledge Processing)

This research monograph provides the means to learn the theory and practice of graph and network analysis using the Python programming language. The social network analysis techniques, included, will help readers to efficiently analyze social data from Twitter, Facebook, LiveJournal, GitHub and many others at three levels of depth: ego,...

Advanced Error Control Techniques for Data Storage Systems
Advanced Error Control Techniques for Data Storage Systems
With the massive amount of data produced and stored each year, reliable storage and retrieval of information is more crucial than ever. Robust coding and decoding techniques are critical for correcting errors and maintaining data integrity. Comprising chapters thoughtfully selected from the highly popular Coding and Signal Processing for Magnetic...
Data Mining: Practical Machine Learning Tools and Techniques, Second Edition
Data Mining: Practical Machine Learning Tools and Techniques, Second Edition
This book presents this new discipline in a very accessible form: both as a text to train the next generation of practitioners and researchers, and to inform lifelong learners like myself. Witten and Frank have a passion for simple and elegant solutions. They approach each topic with this mindset, grounding all concepts in concrete examples,...
Pro Perl Parsing
Pro Perl Parsing
Over the course of the past decade, we have all been witnesses to an explosion of information,
in terms of both the amounts of knowledge that exists within the world and the
availability of such information, with the proliferation of the World Wide Web being a
prime example. Although these advancements of knowledge have undoubtedly
...
Foundations of Multidimensional and Metric Data Structures (The Morgan Kaufmann Series in Computer Graphics)
Foundations of Multidimensional and Metric Data Structures (The Morgan Kaufmann Series in Computer Graphics)

The field of multidimensional data structures is large and growing very quickly. Here, for the first time, is a thorough treatment of multidimensional point data, object and image-based representations, intervals and small rectangles, and high-dimensional datasets. The book includes a thorough introduction; a comprehensive survey to spatial...

Information Retrieval: Searching in the 21st Century
Information Retrieval: Searching in the 21st Century

In the forty years since I started working in the field, and indeed for some years before that (almost since Calvin Mooers coined the term information storage and retrieval in the 1950s), there have been a significant number of books on information retrieval. Even if we ignore the more specialist research monographs and the...

Text Mining: Predictive Methods for Analyzing Unstructured Information
Text Mining: Predictive Methods for Analyzing Unstructured Information

The growth of the web can be seen as an expanding public digital library collection. Online digital information extends far beyond the web and its publicly available information. Huge amounts of information are private and are of interest to local communities, such as the records of customers of a business. This information is overwhelmingly...

Terminological Ontologies: Design, Management and Practical Applications
Terminological Ontologies: Design, Management and Practical Applications

Information infrastructures are integrated solutions based on the fusion of information and communication technologies. They are characterized by the large amount of data that must be managed accordingly. An information infrastructure requires an efficient and effective information retrieval system to provide access to the items stored in the...

E-Librarian Service: User-Friendly Semantic Search in Digital Libraries (X.media.publishing)
E-Librarian Service: User-Friendly Semantic Search in Digital Libraries (X.media.publishing)

The key to understanding the breathtaking development of mankind lies in the ability to objectify knowledge. Just like human knowledge has undergone changes, so have the libraries in their role as treasure chambers of said knowledge. With the advent of the digital age, traditional libraries were complemented by huge collections of digital...

Beyond jQuery
Beyond jQuery
Beyond jQuery gives you the confidence to abandon your jQuery crutches and walk freely with the power of the "web API" and JavaScript! Learn about the most important concepts surrounding web development as the mystic powers of jQuery are explained, allowing you to forgo this seemingly quintessential library in your software...
Python Data Analysis
Python Data Analysis

Learn how to apply powerful data analysis techniques with popular open source Python modules

About This Book

  • Learn how to find, manipulate, and analyze data using Python
  • Perform advanced, high performance linear algebra and mathematical calculations with clean and efficient Python...
Data-Intensive Text Processing with MapReduce
Data-Intensive Text Processing with MapReduce

Our world is being revolutionized by data-driven methods: access to large amounts of data has generated new insights and opened exciting new opportunities in commerce, science, and computing applications. Processing the enormous quantities of data necessary for these advances requires large clusters, making distributed computing paradigms...

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