Data Mining: Practical Machine Learning Tools and Techniques, Fourth Edition, offers a thorough grounding in machine learning concepts, along with practical advice on applying these tools and techniques in real-world data mining situations. This highly anticipated fourth edition of the most acclaimed work on data mining and machine learning teaches readers everything they need to know to get going, from preparing inputs, interpreting outputs, evaluating results, to the algorithmic methods at the heart of successful data mining approaches.
Extensive updates reflect the technical changes and modernizations that have taken place in the field since the last edition, including substantial new chapters on probabilistic methods and on deep learning. Accompanying the book is a new version of the popular WEKA machine learning software from the University of Waikato. Authors Witten, Frank, Hall, and Pal include today's techniques coupled with the methods at the leading edge of contemporary research.
Please visit the book companion website at https: //www.cs.waikato.ac.nz/ ml/weka/book.html.
It contains
Powerpoint slides for Chapters 1-12. This is a very comprehensive teaching resource, with many PPT slides covering each chapter of the book
Online Appendix on the Weka workbench; again a very comprehensive learning aid for the open source software that goes with the book
Table of contents, highlighting the many new sections in the 4th edition, along with reviews of the 1st edition, errata, etc.
Provides a thorough grounding in machine learning concepts, as well as practical advice on applying the tools and techniques to data mining projects
Presents concrete tips and techniques for performance improvement that work by transforming the input or output in machine learning methods
Includes a downloadable WEKA software toolkit, a comprehensive collection of machine learning algorithms for data mining tasks-in an easy-to-use interactive interface
Includes open-access online courses that introduce practical applications of the material in the book
Описание: This book highlights the state-of-the-art with regard to inline pipe investigation and structural health monitoring of pipes. The book begins with applications of pipe inspection robots, and goes on to discuss. robots that are developed for a mobile platform, various sensors employed to sense defects, and different data storage/communication systems employed for damage prognosis. The book also introduces smart materials and smart sensors for use in pipe inspection robots. The contents of this book will be useful to researchers and professionals alike. The structure of the book enables its use as a text in professional training and development coursework.
Автор: Ostachowicz Wieslaw, Gьemes Alfredo Название: New Trends in Structural Health Monitoring ISBN: 3709148464 ISBN-13(EAN): 9783709148464 Издательство: Springer Рейтинг: Цена: 20962.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: A motivation for structural health monitoring. Vibration-based damage diagnosis and monitoring of external loads.Statistical time series methods for vibration based structural health monitoring.
Описание: This book covers the background theory of fluid power and indicates the range of concepts needed for a modern approach to condition monitoring and fault diagnosis. The theory is leavened by 15-years-worth of practical measurements by the author, working with major fluid power companies, and real industrial case studies.
Описание: This book highlights the application of Geographical Information System (GIS) and nature based algorithms to solve the problems of water and water based renewable energy resources.
Описание: Data Mining for Business Analytics: Concepts, Techniques, and Applications in XLMiner(R), Third Edition presents an applied approach to data mining and predictive analytics with clear exposition, hands-on exercises, and real-life case studies.
Автор: Kilic, Sami G. Название: Robotic Surgery Practical Examples in Gynecology ISBN: 3110306557 ISBN-13(EAN): 9783110306552 Издательство: Walter de Gruyter Цена: 20446.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: The advent of robotic surgery brought a rise in the proportion of minimally invasive surgery in gynecology. This book provides a practical guide to this innovative field. First it introduces the basics of robotic surgery and then focuses on specific gynecology-related surgeries. Gynecologists currently practicing robotic surgery as well as those who would like to include robotic surgery in their practice will benefit greatly from this book.
Автор: P.V. Lakshmi; Wengang Zhou; P Satheesh Название: Computational Intelligence Techniques in Health Care ISBN: 9811003076 ISBN-13(EAN): 9789811003073 Издательство: Springer Рейтинг: Цена: 9141.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: This book presentsresearch on emerging computational intelligence techniques and tools, with aparticular focus on newtrends and applications in health care. Healthcare is a multi-faceted domain,which incorporates advanced decision-making, remote monitoring, healthcarelogistics, operational excellence and modern information systems.
Автор: Ngianga-Bakwin Kandala; Gebrenegus Ghilagaber Название: Advanced Techniques for Modelling Maternal and Child Health in Africa ISBN: 9402405232 ISBN-13(EAN): 9789402405231 Издательство: Springer Рейтинг: Цена: 21661.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: This book presents advanced statistical techniques used to analyze demographic data, which it illustrates through modelling maternal and child health in the African context using data from Demographic and Health Surveys in several countries in the continent.
Автор: Yang Deng; Aiqun Li Название: Structural Health Monitoring for Suspension Bridges ISBN: 9811333467 ISBN-13(EAN): 9789811333460 Издательство: Springer Рейтинг: Цена: 19564.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: This book presents extensive information on structural health monitoring for suspension bridges. During the past two decades, there have been significant advances in the sensing technologies employed in long-span bridge health monitoring. However, interpretation of the massive monitoring data is still lagging behind. This book establishes a series of measurement interpretation frameworks that focus on bridge site environmental conditions, and global and local responses of suspension bridges. Using the proposed frameworks, it subsequently offers new insights into the structural behaviors of long-span suspension bridges. As a valuable resource for researchers, scientists and engineers in the field of bridge structural health monitoring, it provides essential information, methods, and practical algorithms that can facilitate in-service bridge performance assessments.
Автор: Yu, Wen, Thenozhi, Suresh Название: Active Structural Control with Stable Fuzzy PID Techniques ISBN: 3319280244 ISBN-13(EAN): 9783319280240 Издательство: Springer Рейтинг: Цена: 6986.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: Introduction.- Active Structural Control.- Position and Velocity Estimation.- Stable PID Active Control of Building Structures.- Fuzzy PID Control of Building Structures.- Fuzzy Sliding-Mode Control for Wind-Induced Vibration.- Conclusions.
Автор: H.-H. Osterhues; Vinzenz Hombach; Arthur J. Moss Название: Advances in Noninvasive Electrocardiographic Monitoring Techniques ISBN: 9401057966 ISBN-13(EAN): 9789401057967 Издательство: Springer Рейтинг: Цена: 27950.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: Noninvasive electrocardiographic monitoring is a fundamental part of cardiology. Furthermore, review articles focus on the autonomic nervous system, monitoring of ischemic heart disease, quality control and standardization of monitoring techniques.
ООО "Логосфера " Тел:+7(495) 980-12-10 www.logobook.ru
