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 Imbalanced Learning: Foundations, Algorithms, and Applications
The first book of its kind to review the current status and future direction of the exciting new branch of machine learning/data mining called imbalanced learning
Imbalanced learning focuses on how an intelligent system can learn when it is provided with imbalanced data. Solving imbalanced learning problems is critical in... | | Ubuntu Linux Toolbox: 1000+ Commands for Ubuntu and Debian Power Users
This updated bestseller from Linux guru Chris Negus is packed with an array of new and revised material
As a longstanding bestseller, Ubuntu Linux Toolbox has taught you how to get the most out Ubuntu, the world's most popular Linux distribution. With this anticipated new edition, Christopher Negus returns with a... | | Global Energy Policy and Security (Lecture Notes in Energy)
Despite efforts to increase renewables, the global energy mix is still likely to be dominated by fossil-fuels in the foreseeable future, particularly gas for electricity and oil for land, air and sea transport. The reliance on depleting conventional oil and natural gas resources and the geographic distribution of these reserves can have... |
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Pro Microsoft HDInsight: Hadoop on Windows
Pro Microsoft HDInsight is a complete guide to deploying and using Apache Hadoop on the Microsoft Windows Azure Platforms. The information in this book enables you to process enormous volumes of structured as well as non-structured data easily using HDInsight, which is Microsoft’s own distribution of Apache Hadoop.... | | Theoretical Astrophysics: An Introduction
Beginning from first principles and adopting a modular structure, this book develops the fundamental physical methods needed to describe and understand a wide range of seemingly very diverse astrophysical phenomena and processes. For example, the discussion of radiation processes including their spectra is based on Larmor's equation and... | | Handbook of Global Logistics: Transportation in International Supply Chains
Global logistics entails tradeoffs in facility location, distribution networks, the routing and scheduling of deliveries by different modes of travel (e.g., air, water, truck, rail), procurement, and the overall management of international supply chains. In an increasingly global economy, then, logistics has become a very important matter in... |
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Mastering ElasticSearch
Extend your knowledge on ElasticSearch, and querying and data handling, along with its internal workings
Overview
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Learn about Apache Lucene and ElasticSearch design and architecture to fully understand how this great search engine works
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Design, configure, and distribute your index, coupled...
| | Fundamentals of Air Cleaning Technology and Its Application in Cleanrooms
Fundamentals of Air Cleaning Technology and Its Application in Cleanrooms sets up the theoretical framework for cleanrooms. New ideas and methods are presented, which include the characteristic index of cleanrooms, uniform and non-uniform distribution characteristics, the minimum sampling volume, a new concept of outdoor air... | | Glissonean Pedicle Transection Method for Hepatic Resection
This book presents a concept of hepatic segmentation with respect to the Glissonean pedicle tree. It also outlines surgical procedures for segmentectomy and cone-unit resection. Detailed illustrations depict every important action a surgeon must consider while performing these operations.
Professor Takasaki’s technique for liver ... |
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