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Feature Engineering for Machine Learning: Principles and Techniques for Data Scientists
Feature Engineering for Machine Learning: Principles and Techniques for Data Scientists

Feature engineering is a crucial step in the machine-learning pipeline, yet this topic is rarely examined on its own. With this practical book, you’ll learn techniques for extracting and transforming features—the numeric representations of raw data—into formats for machine-learning models. Each chapter guides you...

Semantic Web for the Working Ontologist, Second Edition: Effective Modeling in RDFS and OWL
Semantic Web for the Working Ontologist, Second Edition: Effective Modeling in RDFS and OWL

Since the first edition of Semantic Web for the Working Ontologist came out in June 2008, we have been encouraged by the reception the book has received. Practitioners from a wide variety of industries— health care, energy, environmental science, life sciences, national intelligence, and publishing, to name a few—have told...

Machine Learning in Action
Machine Learning in Action

After college I went to work for Intel in California and mainland China. Originally my plan was to go back to grad school after two years, but time flies when you are having fun, and two years turned into six. I realized I had to go back at that point, and I didn’t want to do night school or online learning, I wanted to sit on...

Data Mining In Time Series Databases (Series in Machine Perception and Artificial Intelligence)
Data Mining In Time Series Databases (Series in Machine Perception and Artificial Intelligence)
Traditional data mining methods are designed to deal with “static” databases, i.e. databases where the ordering of records (or other database objects) has nothing to do with the patterns of interest. Though the assumption of order irrelevance may be sufficiently accurate in some applications, there are certainly many other cases, where...
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...

MATLAB Mathematical Analysis
MATLAB Mathematical Analysis

MATLAB Mathematical Analysis is a reference book that presents the techniques of mathematical analysis through examples and exercises resolved with MATLAB software. The purpose is to give you examples of the mathematical analysis functions offered by MATLAB so that you can use them in your daily work regardless of the application....

Computer Algebra 2006: Latest Advances in Symbolic Algorithms - Proceedings of the Waterloo Workshop
Computer Algebra 2006: Latest Advances in Symbolic Algorithms - Proceedings of the Waterloo Workshop

Written by world-renowned experts, the book is a collection of tutorial presentations and research papers catering to the latest advances in symbolic summation, factorization, symbolic-numeric linear algebra and linear functional equations. The papers were presented at a workshop celebrating the 60th birthday of Sergei Abramov (Russia), whose...

Knowledge-Based Neurocomputing
Knowledge-Based Neurocomputing
Neurocomputing methods are loosely based on a model of the brain as a network of simple interconnected processing elements corresponding to neurons. These methods derive their power from the collective processing of artificial neurons, the chief advantage being that such systems can learn and adapt to a changing environment. In knowledge-based...
Programming Microsoft Dynamics NAV 2009
Programming Microsoft Dynamics NAV 2009
Microsoft Dynamics NAV is a well established Enterprise Resource Planning (ERP) application, part of the Microsoft Dynamics family. Dynamics NAV is installed worldwide, with well over one million users. Version 2009 contains many major new features and structures, requiring even experienced Dynamics NAV developers to refresh their NAV development...
C++ Standard Library Practical Tips (Programming Series)
C++ Standard Library Practical Tips (Programming Series)
Put the Power of the C++ Standard Library to Work!

C++ Standard Library Practical Tips teaches beginning and experienced programmers how to use the Standard Library and its major component the Standard Template Library (STL) effectively in routine programming chores. The book provides 100 quick, easy-to-use tips and solutions to common...

Java I/O
Java I/O
Because it doesn't provide a printf() function like C/C++, some developers think Java isn't up to snuff with files and streams. Author Rusty Harold Elliotte argues against this notion in Java I/O, a book that shows how Java's stream support can help simplify network programming, internationalization, and even compression and...
System Modeling and Optimization : Proceedings of the 21st IFIP TC7 Conference
System Modeling and Optimization : Proceedings of the 21st IFIP TC7 Conference
This paper initiates a mathematical theory of aeroelasticity centered
on the canonical problem of the flutter boundary — an instability endemic
to aircraft that limits attainable speed in the subsonic regime.
We develop a continuum mathematical model that exhibits the known
flutter phenomena and yet is amenable to analysis
...
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