Learn IT - Books tags mining

The Elements of Statistical Learning: Data Mining, Inference, and Prediction, Second Edition (Springer Series in Statistics)

Springer, 2019

This book describes the important ideas in a variety of fields such as medicine, biology, finance, and marketing in a common conceptual framework. While the approach is statistical, the emphasis is on concepts rather than mathematics. Many examples are given, with a liberal use of colour graphics. It is a valuable resource...

Rough Sets, Fuzzy Sets, Data Mining and Granular Computing: 13th International Conference, RSFDGrC 2011, Moscow, Russia, June 25-27, 2011, Proceedings (Lecture Notes in Computer Science)

Springer, 2011

This book constitutes the refereed proceedings of the 13th International Conference on Rough Sets, Fuzzy Sets, Data Mining, and Granular Computing, R.S.F.D.Gr.C. 2011, held in Moscow, Russia in June 2011. The 49 revised full papers presented together with 5 invited and 2 tutorial papers were carefully reviewed and selected from a total of 83...

Machine Learning in Java: Helpful techniques to design, build, and deploy powerful machine learning applications in Java, 2nd Edition

Packt Publishing, 2018

Leverage the power of Java and its associated machine learning libraries to build powerful predictive models

Key Features

Solve predictive modeling problems using the most popular machine learning Java libraries

Explore data processing, machine learning, and NLP concepts...

Python Web Scraping Cookbook: Over 90 proven recipes to get you scraping with Python, micro services, Docker and AWS

Packt Publishing, 2018

Untangle your web scraping complexities and access web data with ease using Python scripts

Key Features

Hands-on recipes to advance your web scraping skills to expert level

Address complex and challenging web scraping tasks using Python

Understand the web...

Hands-On Recommendation Systems with Python: Start building powerful and personalized, recommendation engines with Python

Packt Publishing, 2018

With Hands-On Recommendation Systems with Python, learn the tools and techniques required in building various kinds of powerful recommendation systems (collaborative, knowledge and content based) and deploying them to the web

Key Features

Build industry-standard recommender systems

...

Blockchain Quick Reference: A guide to exploring decentralized Blockchain application development

Packt Publishing, 2018

Understand the Blockchain revolution and get to grips with Ethereum, Hyperledger Fabric, and Corda.

Key Features

Resolve common challenges and problems faced in the Blockchain domain

Study architecture, concepts, terminologies, and Dapps

Make smart choices...

Data Mining Algorithms in C++: Data Patterns and Algorithms for Modern Applications

Apress, 2017

Discover hidden relationships among the variables in your data, and learn how to exploit these relationships. This book presents a collection of data-mining algorithms that are effective in a wide variety of prediction and classification applications. All algorithms include an intuitive explanation of operation, essential...

Mining Intelligence and Knowledge Exploration: 7th International Conference, MIKE 2019, Goa, India, December 19–22, 2019, Proceedings (Lecture Notes in Computer Science, 11987)

Springer, 2020

This book constitutes the refereed conference proceedings of the 7th International Conference on Mining Intelligence and Knowledge Exploration, MIKE 2019, held in Goa, India, in December 2019.

The 31 full papers were carefully reviewed and selected from 83 submissions. The accepted papers were chosen on the basis of...

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...

Application of Intelligent Systems in Multi-modal Information Analytics: Proceedings of the 2020 International Conference on Multi-model Information ... in Intelligent Systems and Computing, 1234)

Springer, 2020

This book presents the proceedings of the 2020 International Conference on Intelligent Systems Applications in Multi-modal Information Analytics, held in Changzhou, China, on June 18–19, 2020. It provides comprehensive coverage of the latest advances and trends in information technology, science and engineering. It addresses a...

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...

Introduction to Parallel Computing, Second Edition

Addison Wesley, 2003

Increasingly, parallel processing is being seen as the only cost-effective method for the fast solution of computationally large and data-intensive problems. The emergence of inexpensive parallel computers such as commodity desktop multiprocessors and clusters of workstations or PCs has made such parallel methods generally...

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