The Mining Industry, The Witwatersrand Chamber of Mines
Автор: Howard L. Hartman Название: Introductory Mining Engineering, 2nd Edition ISBN: 0471348511 ISBN-13(EAN): 9780471348511 Издательство: Wiley Рейтинг: Цена: 157290.00 T Наличие на складе: Есть у поставщика Поставка под заказ. Описание: Mining Engineering covers both above ground and underground methods for a wide variety of mineral substances, including metals, non-metals, and fuels. Completely revised, this book includes updated material on remote sensing, GPS, seismic surveying, ground-penetrating radar, continuous integrated mining operations, and autonomous trucks.
Автор: Foster Provost Название: Data Science For Business: What You Need To Know About Data Mining And Dataanalytic Thinking ISBN: 1449361323 ISBN-13(EAN): 9781449361327 Издательство: Wiley Рейтинг: Цена: 42230.00 T Наличие на складе: Есть Описание: This broad, deep, but not-too-technical guide introduces you to the fundamental principles of data science and walks you through the "data-analytic thinking" necessary for extracting useful knowledge and business value from the data you collect.
Автор: Klepac, Kopal & Mrsic Название: Developing Churn Models Using Data Mining Techniques And Social Network Analysis ISBN: 1466662883 ISBN-13(EAN): 9781466662889 Издательство: Mare Nostrum (Eurospan) Рейтинг: Цена: 180180.00 T Наличие на складе: Есть у поставщика Поставка под заказ. Описание: Churn prediction, recognition, and mitigation have become essential topics in various industries. As a means for forecasting and manageing risk, further research in this field can greatly assist companies in making informed decisions based on future possible scenarios.Developing Churn Models Using Data Mining Techniques and Social Network Analysis provides an in-depth analysis of attrition modeling relevant to business planning and management. Through its insightful and detailed explanation of best practices, tools, and theory surrounding churn prediction and the integration of analytics tools, this publication is especially relevant to managers, data specialists, business analysts, academicians, and upper-level students.
Автор: Lior Rokach Название: Data Mining with Decision Trees ISBN: 981459007X ISBN-13(EAN): 9789814590075 Издательство: World Scientific Publishing Цена: 110880.00 T Наличие на складе: Есть у поставщика Поставка под заказ. Описание:
Decision trees have become one of the most powerful and popular approaches in knowledge discovery and data mining; it is the science of exploring large and complex bodies of data in order to discover useful patterns. Decision tree learning continues to evolve over time. Existing methods are constantly being improved and new methods introduced.
This 2nd Edition is dedicated entirely to the field of decision trees in data mining; to cover all aspects of this important technique, as well as improved or new methods and techniques developed after the publication of our first edition. In this new edition, all chapters have been revised and new topics brought in. New topics include Cost-Sensitive Active Learning, Learning with Uncertain and Imbalanced Data, Using Decision Trees beyond Classification Tasks, Privacy Preserving Decision Tree Learning, Lessons Learned from Comparative Studies, and Learning Decision Trees for Big Data. A walk-through guide to existing open-source data mining software is also included in this edition.
This book invites readers to explore the many benefits in data mining that decision trees offer:
Self-explanatory and easy to follow when compacted
Able to handle a variety of input data: nominal, numeric and textual
Scales well to big data
Able to process datasets that may have errors or missing values
High predictive performance for a relatively small computational effort
Available in many open source data mining packages over a variety of platforms
Useful for various tasks, such as classification, regression, clustering and feature selection
Автор: Jiawei Han Название: Data Mining: Concepts and Techniques, ISBN: 0123814790 ISBN-13(EAN): 9780123814791 Издательство: Elsevier Science Рейтинг: Цена: 64800.00 T Наличие на складе: Поставка под заказ. Описание: Data Mining: Concepts and Techniques provides the concepts and techniques in processing gathered data or information, which will be used in various applications. Specifically, it explains data mining and the tools used in discovering knowledge from the collected data. This book is referred as the knowledge discovery from data (KDD). It focuses on the feasibility, usefulness, effectiveness, and scalability of techniques of large data sets. After describing data mining, this edition explains the methods of knowing, preprocessing, processing, and warehousing data. It then presents information about data warehouses, online analytical processing (OLAP), and data cube technology. Then, the methods involved in mining frequent patterns, associations, and correlations for large data sets are described. The book details the methods for data classification and introduces the concepts and methods for data clustering. The remaining chapters discuss the outlier detection and the trends, applications, and research frontiers in data mining. This book is intended for Computer Science students, application developers, business professionals, and researchers who seek information on data mining.
Автор: Ian H. Witten Название: Data Mining: Practical Machine Learning Tools and Techniques, ISBN: 0123748569 ISBN-13(EAN): 9780123748560 Издательство: Elsevier Science Рейтинг: Цена: 57970.00 T Наличие на складе: Поставка под заказ. Описание: Like the popular second edition, Data Mining: Practical Machine Learning Tools and Techniques offers a thorough grounding in machine learning concepts as well as practical advice on applying machine learning tools and techniques in real-world data mining situations. Inside, you'll learn all you need to know about preparing inputs, interpreting outputs, evaluating results, and the algorithmic methods at the heart of successful data mining?including both tried-and-true techniques of today as well as methods at the leading edge of contemporary research. <br><br>Complementing the book is a fully functional platform-independent open source Weka software for machine learning, available for free download. <br><br>The book is a major revision of the second edition that appeared in 2005. While the basic core remains the same, it has been updated to reflect the changes that have taken place over the last four or five years. The highlights for the updated new edition include completely revised technique sections; new chapter on Data Transformations, new chapter on Ensemble Learning, new chapter on Massive Data Sets, a new ?book release? version of the popular Weka machine learning open source software (developed by the authors and specific to the Third Edition); new material on ?multi-instance learning?; new information on ranking the classification, plus comprehensive updates and modernization throughout. All in all, approximately 100 pages of new material.<br> <br><br>* Thorough grounding in machine learning concepts as well as practical advice on applying the tools and techniques<br><br>* Algorithmic methods at the heart of successful data mining?including tired and true methods as well as leading edge methods<br><br>* Performance improvement techniques that work by transforming the input or output<br><br>* Downloadable Weka, a collection of machine learning algorithms for data mining tasks, including tools for data pre-processing, classification, regression, clustering, association rules, and visualization?in an updated, interactive interface. <br>
Автор: Ratner Bruce Название: Statistical and Machine-Learning Data Mining ISBN: 1439860912 ISBN-13(EAN): 9781439860915 Издательство: Taylor&Francis Рейтинг: Цена: 60220.00 T Наличие на складе: Поставка под заказ. Описание: Rev. ed. of: Statistical modeling and analysis for database marketing. c2003.
Автор: Giudici, Paolo Figini, Silvia Название: Applied data mining for business and industry ISBN: 0470058862 ISBN-13(EAN): 9780470058862 Издательство: Wiley Рейтинг: Цена: 137230.00 T Наличие на складе: Есть у поставщика Поставка под заказ. Описание: Offers an introduction to data mining methods in a consistent and application oriented statistical framework, using case studies drawn from real industry projects and highlighting the use of data mining methods in a variety of business applications. This book features case studies based on applied projects within industry.
Автор: Christie Nils Название: Crime Control as Industry ISBN: 1138690120 ISBN-13(EAN): 9781138690127 Издательство: Taylor&Francis Рейтинг: Цена: 19390.00 T Наличие на складе: Есть у поставщика Поставка под заказ. Описание:
Crime Control As Industry, translated into many languages, is a modern classic of criminology and sociology. Nils Christie, one of the leading criminologists of his era, argues that crime control, rather than crime itself is the real danger for our future. Prison populations, especially in Russia and America, have grown at an increasingly rapid rate and show no signs of slowing. Christie argues that this vast and growing population is the equivalent of a modern gulag, run by a rapacious industry, both public and private, with vested interests in incarceration. Pain and confinement are products, like any other, with a potentially limitless supply of resources.
Widely hailed as a classic account of crime and restorative justice Crime Control As Industry's prophetic insights and proposed solutions are essential reading for anyone interested in crime and the global penal system.
This Routledge Classics edition includes a new foreword by David Garland.
Автор: Gabriel Joseph M. Название: Medical Monopoly: Intellectual Property Rights and the Origins of the Modern Pharmaceutical Industry ISBN: 022610818X ISBN-13(EAN): 9780226108186 Издательство: Wiley Рейтинг: Цена: 32730.00 T Наличие на складе: Поставка под заказ. Описание: Drawing on a wealth of archival material, this book combines legal, medical, and business history to offer a sweeping new interpretation of the origins of the complex and often troubling relationship between the pharmaceutical industry and medical practice today.
Автор: Speight, James G. Название: Handbook of hydraulic fracturing ISBN: 1118672992 ISBN-13(EAN): 9781118672990 Издательство: Wiley Рейтинг: Цена: 160460.00 T Наличие на складе: Поставка под заказ. Описание: Presents an up-to-date description of current and new hydraulic fracturing processes Hydraulic fracturing has opened access to vast domestic reserves of natural gas that could provide an important stepping stone to a clean energy future. When used in
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