Computer Science & Engineering

Data Mining and Knowledge Discovery

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Data Mining with R: Learning with Case Studies, Second Edition

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Luis Torgo
January 19, 2017

Data Mining with R: Learning with Case Studies, Second Edition uses practical examples to illustrate the power of R and data mining. Providing an extensive update to the best-selling first edition, this new edition is divided into two parts. The first part will feature introductory material, includi...

A Complete Guide to Portals and User Experience Platforms

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Shailesh Kumar Shivakumar
September 25, 2015

Build a Next-Generation Enterprise Digital Platform with Portals and UXP A Complete Guide to Portals and User Experience Platforms provides in-depth coverage of portal technologies and user experience platforms (UXPs), which form the key pillars of a modern digital platform. Drawing on his experienc...

Leadership Strategies in the Age of Big Data, Algorithms, and Analytics

Norton Paley
January 20, 2017

This book helps leaders to think/act like a strategist in the fast-moving age of big data, algorithms, and analytics. It provides competitive advantage along new pathways: First, leading a successful transition by aligning your organization’s culture to accept the benefits of digital technology;...

Data Mining with R: Learning with Case Studies, Second Edition

Luis Torgo
January 19, 2017

Data Mining with R: Learning with Case Studies, Second Edition uses practical examples to illustrate the power of R and data mining. Providing an extensive update to the best-selling first edition, this new edition is divided into two parts. The first part will feature introductory material,...

Advances in Smart Cities: Smarter People, Governance, and Solutions

Arpan Kumar Kar, M P Gupta, P. Vigneswara Ilavarasan, Yogesh K. Dwivedi
January 17, 2017

This is an edited book based on the selected submissions made to the conference titled "International Conference in Smart Cities". The project provides an innovative and new approach to holistic management of cities physical, socio-economic, environmental, transportation and political assets across...

Bioinformatics Database Systems

Kevin Byron, Katherine G. Herbert, Jason T. L. Wang
December 15, 2016

Modern biological databases comprise not only data, but also sophisticated query facilities and bioinformatics data analysis tools. This book provides an exploration through the world of Bioinformatics Database Systems. The book summarizes the popular and innovative bioinformatics repositories...

Speed, Data, and Ecosystems: Excelling in a Software-Driven World

Jan Bosch
December 08, 2016

As software R&D investment increases, the benefits from short feedback cycles using technologies such as continuous deployment, experimentation-based development, and multidisciplinary teams require a fundamentally different strategy and process. This book will cover the three overall...

Disk-Based Algorithms for Big Data

Christopher G. Healey
December 07, 2016

Disk-Based Algorithms for Big Data is a product of recent advances in the areas of big data, data analytics, and the underlying file systems and data management algorithms used to support the storage and analysis of massive data collections. The book discusses hard disks and their impact on data...

Big Data Computing: A Guide for Business and Technology Managers

Vivek Kale
December 01, 2016

This book unravels the mystery of Big Data computing and its power to transform business operations. The approach it uses will be helpful to any professional who must present a case for realizing Big Data computing solutions or to those who could be involved in a Big Data computing project. It...

Data Mining: A Tutorial-Based Primer, Second Edition

Richard J. Roiger
December 01, 2016

"Dr. Roiger does an excellent job of describing in step by step detail formulae involved in various data mining algorithms, along with illustrations. In addition, his tutorials in Weka software provide excellent grounding for students in comprehending the underpinnings of Machine Learning as...

Sport Business Analytics: Using Data to Increase Revenue and Improve Operational Efficiency

C. Keith Harrison, Scott Bukstein
November 21, 2016

Developing and implementing a systematic analytics strategy can result in a sustainable competitive advantage within the sport business industry. This timely and relevant book provides practical strategies to collect data and then convert that data into meaningful, value-added information and...

Learning with Uncertainty

Xizhao Wang, Junhai Zhai
November 16, 2016

Learning with uncertainty covers a broad range of scenarios in machine learning, this book mainly focuses on: (1) Decision tree learning with uncertainty, (2) Clustering under uncertainty environment, (3) Active learning based on uncertainty criterion, and (4) Ensemble learning in a framework of...

Big Data in Complex and Social Networks

My T. Thai, Weili Wu, Hui Xiong
November 08, 2016

This book presents recent developments on the theoretical, algorithmic, and application aspects of Big Data in Complex and Social Networks. The book consists of four parts, covering a wide range of topics. The first part of the book focuses on data storage and data processing. It explores how the...

Music Data Analysis: Foundations and Applications

Claus Weihs, Dietmar Jannach, Igor Vatolkin, Guenter Rudolph
November 07, 2016

This book provides a comprehensive overview of music data analysis, from introductory material to advanced concepts. It covers various applications including transcription and segmentation as well as chord and harmony, instrument and tempo recognition. It also discusses the implementation aspects...

Conferences

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