Academic: Data mining Ebooks

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Multimedia Information Extractionby Mark T. Maybury
Wiley 2012; US$ 94.95
The advent of increasingly large consumer collections of audio (e.g., iTunes), imagery (e.g., Flickr), and video (e.g., YouTube) is driving a need not only for multimedia retrieval but also information extraction from and across media. Furthermore, industrial and government collections fuel requirements for stock media access, media preservation, broadcast... more...
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Text Mining und dessen Implementierungby Norman Z�nker; Christian Zietzsch
Diplomica Verlag 2011; US$ 48.52
Hauptbeschreibung In der heutigen Zeit, in der der Umgang mit Informationsressourcen den Alltag bestimmt, ist es wichtig, dass es Systeme gibt, die gew�hrleisten, dass f�r den Nutzer relevante Informationen gesucht und auf die wichtigsten Fakten reduziert werden. Ein Gro�teil der gespeicherten Informationen, welche extrahiert werden sollen, sind... more...
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Dark Webby Hsinchun Chen
Springer 2011; US$ 149.99
The University of Arizona Artificial Intelligence Lab (AI Lab) Dark Web project is a long-term scientific research program that aims to study and understand the international terrorism (Jihadist) phenomena via a computational, data-centric approach. We aim to collect "ALL" web content generated by international terrorist groups, including... more...
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Data Mining for Biomarker Discoveryby Panos M. Pardalos; Petros Xanthopoulos; Michalis Zervakis
Springer 2012; US$ 99.99
Biomarker discovery is an important area of biomedical research that may lead to significant breakthroughs in disease analysis and targeted therapy. Biomarkers are biological entities whose alterations are measurable and are characteristic of a particular biological condition. Discovering, managing, and interpreting knowledge of new biomarkers are... more...
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Mining Text Databy Charu C. Aggarwal; ChengXiang Zhai
Springer 2012; US$ 119.99
Text mining applications have experienced tremendous advances because of web 2.0 and social networking applications. Recent advances in hardware and software technology have lead to a number of unique scenarios where text mining algorithms are learned. "Mining Text Data" introduces an important niche in the text analytics field, and is an... more...
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Introduction to Data Mining for the Life Sciencesby Rob Sullivan
Springer 2012; US$ 169.99
Data mining provides a set of new techniques to integrate, synthesize, and analyze data, uncovering the hidden patterns that exist within. Traditionally, techniques such as kernel learning methods, pattern recognition, and data mining, have been the domain of researchers in areas such as artificial intelligence, but leveraging these tools, techniques,... more...
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Analysis of Rare Categoriesby Jingrui He
Springer 2012; US$ 79.99
In many real-world problems, rare categories (minority classes) play essential roles despite their extreme scarcity. The discovery, characterization and prediction of rare categories of rare examples may protect us from fraudulent or malicious behavior, aid scientific discovery, and even save lives. This book focuses on rare category analysis, where... more...
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Data Miningby Dawn E. Holmes; Lakhmi C Jain
Springer 2012; US$ 139.99
There are many invaluable books available on data mining theory and applications. However, in compiling a volume titled "DATA MINING: Foundations and Intelligent Paradigms: Volume 3: Medical, Health, Social, Biological and other Applications" we wish to introduce some of the latest developments to a broad audience of both specialists and... more...
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Data Miningby Dawn E. Holmes; Lakhmi C. Jain
Springer 2011; US$ 139.99
There are many invaluable books available on data mining theory and applications. However, in compiling a volume titled "Data Mining: Foundations and Intelligent Paradigms: Volume 1: Clustering, Association and Classification" we wish to introduce some of the latest developments to a broad audience of both specialists and non-specialists... more...
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Data Miningby Dawn E. Holmes; Lakhmi C. Jain
Springer 2011; US$ 99.99
There are many invaluable books available on data mining theory and applications. However, in compiling a volume titled "Data Mining: Foundations and Intelligent Paradigms: Volume 2: Core Topics including Statistical, Time-Series and Bayesian Analysis" we wish to introduce some of the latest developments to a broad audience of both specialists... more...
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