Learn IT - Books tags mining

Foundations of Learning Classifier Systems (Studies in Fuzziness and Soft Computing)

Springer, 2005

Learning Classifier Systems (LCS) [Holland, 1976] are a machine learning technique which combines evolutionary computing, reinforcement learning, supervised learning or unsupervised learning, and heuristics to produce adaptive systems. They are rulebased systems, where the rules are usually in the traditional production system form of “IF...

Image Processing: Principles and Applications

John Wiley & Sons, 2005

Image processing—from basics to advanced applications

Learn how to master image processing and compression with this outstanding state-of-the-art reference. From fundamentals to sophisticated applications, Image Processing: Principles and Applications covers multiple topics and provides a fresh perspective on future directions and...

Learning from Data Streams: Processing Techniques in Sensor Networks

Springer, 2007

Sensor networks consist of distributed autonomous devices that cooperatively monitor an environment. Sensors are equipped with capacities to store information in memory, process this information and communicate with their neighbors. Processing data streams generated from wireless sensor networks has raised new research challenges over the last few...

Data and Applications Security: Developments and Directions (IFIP International Federation for Information Processing)

Springer, 2001

New technology is always evolving and companies must have appropriate security for their businesses to be able to keep up to date with the changes. With the rapid growth of the internet and the world wide web, data and applications security will always be a key topic in industry as well as in the public sector, and has implications for the...

Adaptive Web Sites: A Knowledge Extraction from Web Data Approach - Volume 170 Frontiers in Artificial Intelligence and Applications

IOS Press, 2008

This book can be presented in two different ways; introducing a particular methodology to build adaptive Web sites and; presenting the main concepts behind Web mining and then applying them to adaptive Web sites. In this case, adaptive Web sites is the case study to exemplify the tools introduced in the text. The authors start by introducing the...

Visual Data Mining: Techniques and Tools for Data Visualization and Mining

John Wiley & Sons, 2002

Business intelligence solutions transform business data into conclusive, fact-based, and actionable information and enable businesses to spot customer trends, create customer loyalty, enhance supplier relationships, reduce financial risk, and uncover new sales opportunities. The goal of business intelligence is to make sense of change-to...

Mining the Social Web: Data Mining Facebook, Twitter, LinkedIn, Google+, GitHub, and More

O'Reilly, 2013

How can you tap into the wealth of social web data to discover who’s making connections with whom, what they’re talking about, and where they’re located? With this expanded and thoroughly revised edition, you’ll learn how to acquire, analyze, and summarize data from all corners of the social web, including...

Data Mining in Proteomics: From Standards to Applications (Methods in Molecular Biology)

Humana Press, 2010

Through the rapid development of proteomics methods and technologies, an enormous amount of data was created, leading to a wide-spread rethinking of strategy design and data interpretation. In Data Mining in Proteomics: From Standards to Applications, experts in the field present these new insights within the proteomics community, taking the...

Emerging Technologies in Data Mining and Information Security: Proceedings of IEMIS 2018, Volume 1 (Advances in Intelligent Systems and Computing)

Springer, 2018

This book features research papers presented at the International Conference on Emerging Technologies in Data Mining and Information Security (IEMIS 2018) held at the University of Engineering & Management, Kolkata, India, on February 23–25, 2018. It comprises high-quality research work by academicians and industrial...

Topical Issues of Rational Use of Natural Resources: Proceedings of the International Forum-Contest of Young Researchers, April 18-20, 2018, St. Petersburg, Russia

CRC Press, 2018

Topical Issues of Rational Use of Natural Resources contains the contributions presented at International Forum-Contest of Young Researchers 2018 (St. Petersburg Mining University, Russia, 18-20 April 2018). The Forum-Contest is an excellent opportunity for young researchers to present their work to the scientific community...

Computer Science Handbook, Second Edition

CRC Press, 2004

The second edition of this elemental handbook reviews the current state of theory and practice in the field while emphasizing a more practical/applied approach to IT topics such as information management, net-centric computing, and human computer interaction. With a complete revision of its sections on software engineering, architecture, and...

Commercial Data Mining: Processing, Analysis and Modeling for Predictive Analytics Projects (The Savvy Manager's Guides)

Morgan Kaufmann, 2014

Whether you are brand new to data mining or working on your tenth predictive analytics project, Commercial Data Mining will be there for you as an accessible reference outlining the entire process and related themes. In this book, you'll learn that your organization does not need a huge volume of data or a Fortune 500 budget to...

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