Описание: The 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.
Описание: The 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.
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
Название: Emerging Technologies of Text Mining ISBN: 1599043734 ISBN-13(EAN): 9781599043739 Издательство: Turpin Рейтинг: Цена: 33264.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: Provides technical information related to the computational models of the TM process.
Описание: This book includes the original, peer-reviewed research from the 2nd International Conference on Emerging Trends in Electrical, Communication and Information Technologies (ICECIT 2015), held in December, 2015 at Srinivasa Ramanujan Institute of Technology, Ananthapuramu, Andhra Pradesh, India. It covers the latest research trends or developments in areas of Electrical Engineering, Electronic and Communication Engineering, and Computer Science and Information.
Описание: This book aims to examine innovation in the fields of information technology, software engineering, industrial engineering, management engineering. Information System Security, Privacy, Quality Assurance, High-Performance Computing and Information System Management and Integration.
Описание: This book provides a wide and deep perspective on the ethical issues raised by pervasive information and communication technology (PICT) - small, powerful, and often inexpensive Internet-connected computing devices and systems.
Описание: This book includes original, peer-reviewed research from the 3rd International Conference on Emerging Trends in Electrical, Communication and Information Technologies (ICECIT 2018), held at Srinivasa Ramanujan Institute of Technology, Ananthapuramu, Andhra Pradesh, India in December 2018. It covers the latest research trends and developments in the areas of Electrical Engineering, Electronic and Communication Engineering, and Computer Science and Information.
Автор: Takashi Washio; Zhi-Hua Zhou; Joshua Zhexue Huang; Название: Emerging Technologies in Knowledge Discovery and Data Mining ISBN: 354077016X ISBN-13(EAN): 9783540770169 Издательство: Springer Рейтинг: Цена: 16070.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: Constitutes the refereed post-proceedings of three workshops and an industrial track held in conjunction with the 11th Pacific-Asia Conference on Knowledge Discovery and Data Mining, PAKDD 2007, held in Nanjing, China in May 2007. This book presents 62 revised full papers together with an overview article to each workshop.
Описание: Suitable for all academics, IT and business professionals, this book explores role mining algorithms and offers insights into the automated role design approaches proposed in the literature. It provides a summary of the role-based approach, access control concepts and describes a typical role engineering process.
Автор: Chris Williams, Scott Donaldson, Stanley Siegel Название: Building an Effective Security Program ISBN: 1501515241 ISBN-13(EAN): 9781501515248 Издательство: Walter de Gruyter Рейтинг: Цена: 7996.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание:
Building an Effective Security Program provides readers with a comprehensive approach to securing the IT systems in use at their organizations. This book provides information on how to structure and operate an effective cybersecurity program that includes people, processes, technologies, security awareness, and training. This program will establish and maintain effective security protections for the confidentiality, availability, and integrity of organization information. In this book, the authors take a pragmatic approach to building organization cyberdefenses that are effective while also remaining affordable.
This book is intended for business leaders, IT professionals, cybersecurity personnel, educators, and students interested in deploying real-world cyberdefenses against today's persistent and sometimes devastating cyberattacks. It includes detailed explanation of the following IT security topics:
IT Security Mindset--Think like an IT security professional, and consider how your IT environment can be defended against potential cyberattacks.
Risk Management--Identify the assets, vulnerabilities and threats that drive IT risk, along with the controls that can be used to mitigate such risk.
Effective Cyberdefense--Consider the components of an effective organization cyberdefense to successfully protect computers, devices, networks, accounts, applications and data.
Cyber Operations--Operate cyberdefense capabilities and controls so that assets are protected, and intruders can be detected and repelled before significant damage can be done.
IT Security Awareness and Training--Promote effective cybersecurity practices at work, on travel, and at home, among your organization's business leaders, IT professionals, and staff.
Resilient IT Security--Implement, operate, monitor, assess, and improve your cybersecurity program on an ongoing basis to defend against the cyber threats of today and the future.
Описание: The recent rise of emerging networking technologies such as social networks, content centric networks, Internet of Things networks, etc, have attracted significant attention from academia as well as industry professionals looking to utilize these technologies for efficiency purposes. However, the allure of such networks and resultant storage of high volumes of data leads to increased security risks, including threats to information privacy.Artificial Intelligence and Security Challenges in Emerging Networks is an essential reference source that discusses applications of artificial intelligence, machine learning, and data mining, as well as other tools and strategies to protect networks against security threats and solve security and privacy problems. Featuring research on topics such as encryption, neural networks, and system verification, this book is ideally designed for ITC procurement managers, IT consultants, systems and network integrators, infrastructure service providers, computer and software engineers, startup companies, academicians, researchers, managers, and students.
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