Data Mining

The twenty-first century has seen a breathtaking expansion of statistical methodology, both in scope and influence. 'Data science' and 'machine lea...

Build a Next-Generation Enterprise Digital Platform with Portals and UXPA Complete Guide to Portals and User Experience Platforms provides in-depth...

The surging predictive analytics market is expected to grow from $10.5 billion today to $28 billion by 2026. With the rise in automation across ind...

A visual approach to data mining. Data mining has been defined as the search for useful and previously unknown patterns in large datasets, yet when...

Learn methods of data analysis and their application to real-world data sets This updated second edition serves as an introduction to data mining m...

A pathbreaking history of art that uses digital research and economic tools to reveal enduring inequities in the formation of the art historical ca...

Analyzing Social Media Networks with NodeXL: Insights from a Connected World, Second Edition, provides readers with a thorough, practical and updat...

Provides a foundation in classical parametric methods of regression and classification essential for pursuing advanced topics in predictive analyti...

Modern medicine generates, almost daily, huge amounts of heterogeneous data. For example, medical data may contain SPECT images, signals like ECG, ...

This book provides a comprehensive presentation of a recently introduced framework, named probabilistic indexing (PrIx), for searching text in larg...

Camm/Cochran/Fry/Ohlmann's DATA VISUALIZATION: EXPLORING AND EXPLAINING WITH DATA, 2nd Edition, is designed to introduce best practices in data vis...

From the New York Times to Gawker, a behind-the-scenes look at how performance analytics are transforming journalism todayand how they might remake...

Build predictive models from time-based patterns in your data. Master statistical models including new deep learning approaches for time series for...

Data mining is a process to extract useful knowledge from large amounts of data. To conduct data mining, we often need to collect data. However, pr...

Master the demand forecasting skills you need to decide what resources to acquire, products to produce, and where and how to distribute them. For d...

A comprehensive and fully visual guide to Microsoft Power BI Teach Yourself VISUALLY Power BI collects all the resources you need to master the eve...

How can Twitter data be used to study individual-level human behavior and social interaction on a global scale? This book introduces readers to the...

The 18th InternationalConference on User Modeling, Adaptation and Person- ization(UMAP 2010)took placeon BigIsland, HawaiiduringJune 20-24,2010. It...

The ILP conference series has been the premier forum for work on logic-based approaches to machine learning for almost two decades. The 19th Intern...

The 2010 Asian Conference on Intelligent Information and Database Systems (ACIIDS) was the second event of the series of international scientific c...

The papers contained in this volume were presented at the 21st Annual S- posium on Combinatorial Pattern Matching (CPM 2010) held at NYU-Poly, Broo...

The 4th IAPR TC3 Workshop on Arti?cial Neural Networks in Pattern Rec- nition, ANNPR 2010, was held at Nile University (Egypt), April 11-13, 2010. ...

The14thPaci?c-AsiaConferenceonKnowledgeDiscoveryandData Mining was held in Hyderabad, India during June 21-24, 2010; this was the ?rst time the con...

Intelligence and security informatics (ISI) is concerned with the study of the devel- ment and use of advanced information technologies and systems...

st We welcome you to the proceedings of the 21 International Conference on Database and Expert Systems Applications held in Bilbao. With informatio...

This book constitutes the proceedings of the 16th Collaboration Researchers' International Working Group Conference on Collaboration and Technology...

Temporal Information Processing Technology and Its Applications systematically studies temporal information processing technology and its applicati...

This volume constitutes the refereed proceedings of the 4th International Conference on Information Systems, Technology and Management, ICISTM 2010...

Getting numbers is easy; getting numbers you can trust is hard. This practical guide by experimentation leaders at Google, LinkedIn, and Microsoft ...

Cluster analysis finds groups in data automatically. Most methods have been heuristic and leave open such central questions as: how many clusters a...

In the age of the Internet of Things and social media platforms, huge amounts of digital data are generated by and collected from many sources, inc...

This authoritative work provides an in-depth treatment of state space methods, with a range of applications in neural and clinical data. Advanced a...

In recent years, as part of the increasing informationization of industry and the economy, enterprises have been accumulating vast amounts of detai...

Data warehousing and knowledge discovery has been widely accepted as a key te- nology for enterprises and organizations to improve their abilities ...

Welcome to the proceedings of Reasoning Web 2010 which was held in Dresden. Reasoning Web is a summer school series on theoretical foundations,cont...