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Post-mining of Association Rules: Techniques for Effective Knowledge Extraction
Post-mining of Association Rules: Techniques for Effective Knowledge Extraction

Since its introduction for market basket analysis in the early 1990s, association rule mining has had a lot of research attention, and it is now widely used in many fields, for example in retail, telecom, insurance, and bioinformatics applications.

One familiar problem encountered in association mining exercises is that they...

Murach's Oracle SQL and PL/SQL (Training & Reference)
Murach's Oracle SQL and PL/SQL (Training & Reference)

If you're developing applications that access Oracle databases, you can save time and work by having SQL do more of the data handling for you: This new book shows you how. It teaches you how to create effective SQL queries to extract and update the data in an Oracle database. It teaches you how to design and implement a database, giving...

GPU Computing Gems Emerald Edition (Applications of GPU Computing Series)
GPU Computing Gems Emerald Edition (Applications of GPU Computing Series)

We are entering the golden age of GPU computing. Since the introduction of CUDA in 2007, more than 100 million computers with CUDA-capable GPUs have been shipped to end users. Unlike the previous GPGPU shader programming models, CUDA supports parallel programming in C. From my own experience in teaching CUDA programming, C programmers...

Knowledge Processing and Data Analysis: First International Conference, KONT 2007, Novosibirsk, Russia
Knowledge Processing and Data Analysis: First International Conference, KONT 2007, Novosibirsk, Russia

This volume collects the proceedings of two related international conferences on foundations and practical applications of mathematical methods of data analysis, of Formal Concept Analysis and of methods for information extraction from natural language texts. The first conference, named Knowledge - Ontology - Theory 2007 (KONT 2007),...

OpenCL in Action: How to Accelerate Graphics and Computations
OpenCL in Action: How to Accelerate Graphics and Computations
In the summer of 1997, I was terrified. Instead of working as an intern in my major (microelectronic engineering), the best job I could find was at a research laboratory devoted to high-speed signal processing. My job was to program the two-dimensional fast Fourier transform (FFT) using C and the Message Passing Interface...
Text, Speech and Dialogue: 13th International Conference, TSD 2010, Brno, Czech Republic, September 6-10
Text, Speech and Dialogue: 13th International Conference, TSD 2010, Brno, Czech Republic, September 6-10
The annual Text, Speech and Dialogue Conference (TSD), which originated in 1998, is now starting its second decade. So far more than 1,000 authors from 45 countries have contributed to the proceedings. TSD constitutes a recognized platform for the presentation and discussion of state-of-the-art technology and recent achievements in...
Databases DeMYSTiFieD, 2nd Edition
Databases DeMYSTiFieD, 2nd Edition

Learning DATABASE fundamentals just got a whole lot EASIER!

Now you can design, build, and manage a fully functional database with ease. Thoroughly updated to cover the latest technologies and techniques, Databases Demystified, Second Edition gives you the hands-on help you need to get started.

Written in a...

Data Analysis with Python: A Modern Approach
Data Analysis with Python: A Modern Approach

Learn a modern approach to data analysis using Python to harness the power of programming and AI across your data. Detailed case studies bring this modern approach to life across visual data, social media, graph algorithms, and time series analysis.

Key Features

  • Bridge your data analysis...
Single-Sensor Imaging: Methods and Applications for Digital Cameras (Image Processing Series)
Single-Sensor Imaging: Methods and Applications for Digital Cameras (Image Processing Series)
Single-sensor camera image processing methods are becoming increasingly important due to the emergence of digital camera based applications and commercial devices. Presenting the state of the art, Single-Sensor Imaging provides comprehensive coverage of system design, implementation, and application aspects of single-sensor imaging...
Advances in Computational Intelligence: Theory And Applications
Advances in Computational Intelligence: Theory And Applications
Computational Intelligence (CI) is a recently emerging area in fundamental and applied research, exploiting a number of advanced information processing technologies that mainly embody neural networks, fuzzy logic and evolutionary computation. With a major concern to exploiting the tolerance for imperfection, uncertainty, and partial truth to...
Algorithms for Discrete Fourier Transform and Convolution (Signal Processing and Digital Filtering)
Algorithms for Discrete Fourier Transform and Convolution (Signal Processing and Digital Filtering)

The main goal of this graduate-level text is to provide a language for understanding, unifying, and implementing a wide variety of algorithms for digital signal processing -- in particular, to provide rules and procedures that can simplify or even automate the task of writing code for the newest parallel and vector machines. It thus bridges...

Development of Multimodal Interfaces: Active Listening and Synchrony: Second COST 2102 International Training School
Development of Multimodal Interfaces: Active Listening and Synchrony: Second COST 2102 International Training School
This volume brings together, through a peer-revision process, the advanced research results obtained by the European COST Action 2102: Cross-Modal Analysis of Verbal and Nonverbal Communication, primarily discussed for the first time at the Second COST 2102 International Training School on “Development of Multimodal...
unlimited object storage image
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