Learn IT - Books tags mining

Green, Pervasive, and Cloud Computing: 13th International Conference, GPC 2018, Hangzhou, China, May 11-13, 2018, Revised Selected Papers (Lecture Notes in Computer Science (11204))

Springer, 2019

This book constitutes the proceedings of the 13th International Conference on Green, Pervasive, and Cloud Computing, GPC 2018, held in Hangzhou, China, in May 2018.

The 35 full papers included in this volume were carefully reviewed and selected from 101 initial submissions. They are organized in the following...

Data Mining for Intelligence, Fraud & Criminal Detection: Advanced Analytics & Information Sharing Technologies

CRC Press, 2008

Every organization, bureau, agency, and corporation has fundamental analytical needs that traditionally require a significant amount of data integration and resources. Whether investigating money laundering, insider trading, insurance fraud, or terrorist behavior, the analytical processes and systems architectures are very similar. In fact, the...

Apache Mahout Cookbook

Packt Publishing, 2013

A fast, fresh, developer-oriented dive into the world of Mahout

Overview

Learn how to set up a Mahout development environment

Start testing Mahout in a standalone Hadoop cluster

Learn to find stock market direction using logistic regression

Over 35 recipes with...

Machine Learning with PySpark: With Natural Language Processing and Recommender Systems

Apress, 2018

Build machine learning models, natural language processing applications, and recommender systems with PySpark to solve various business challenges. This book starts with the fundamentals of Spark and its evolution and then covers the entire spectrum of traditional machine learning algorithms along...

Web Searching and Mining (Cognitive Intelligence and Robotics)

Springer, 2019

This book presents the basics of search engines and their components. It introduces, for the first time, the concept of Cellular Automata in Web technology and discusses the prerequisites of Cellular Automata. In today’s world, searching data from the World Wide Web is a common phenomenon for virtually everyone. It is also a...

Advances in Database Technology - EDBT 2004

Springer, 2004

This book constitutes the refereed proceedings of the 9th International Conference on Extending Database Technology, EDBT 2004, held in Heraklion, Crete, Greece, in March 2004.

The 42 revised full papers presented together with 2 industrial application papers, 15 software demos, and 3 invited contributions were carefully reviewed and selected...

Parallel and Distributed Processing and Applications: Second International Symposium, ISPA 2004, Hong Kong, China, December 13-15, 2004, Proceedings

Springer, 2005

This book constitutes the refereed proceedings of the Second International Symposium on Parallel and Distributed Processing and Applications, ISPA 2004, held in Hong Kong, China in December 2004.

The 78 revised full papers and 38 revised short papers presented were carefully reviewed and selected from 361 submissions. The papers are organized...

Web Document Analysis: Challenges and Opportunities

World Scientific Publishing, 2004

This book provides the first comprehensive look at the emerging field of web document analysis. It sets the scene in this new field by combining state-of-the-art reviews of challenges and opportunities with research papers by leading researchers. Readers will find in-depth discussions on the many diverse and interdisciplinary areas within the...

Compression Schemes for Mining Large Datasets: A Machine Learning Perspective

Springer, 2013

This book addresses the challenges of data abstraction generation using a least number of database scans, compressing data through novel lossy and non-lossy schemes, and carrying out clustering and classification directly in the compressed domain. Schemes are presented which are shown to be efficient both in terms of space and time, while...

The Data Bonanza: Improving Knowledge Discovery in Science, Engineering, and Business

John Wiley & Sons, 2013

Complete guidance for mastering the tools and techniques of the digital revolution

With the digital revolution opening up tremendous opportunities in many fields, there is a growing need for skilled professionals who can develop data-intensive systems and extract information and knowledge from them. This book frames for the...

Dark Web: Exploring and Data Mining the Dark Side of the Web (Integrated Series in Information Systems)

Springer, 2011

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,...

Statistical and Machine-Learning Data Mining: Techniques for Better Predictive Modeling and Analysis of Big Data, Second Edition

CRC Press, 2011

The second edition of a bestseller, Statistical and Machine-Learning Data Mining: Techniques for Better Predictive Modeling and Analysis of Big Data is still the only book, to date, to distinguish between statistical data mining and machine-learning data mining. The first edition, titled Statistical Modeling and...

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