Advanced Analytics in Mining Engineering, Soofastaei

Автор: Trevor Hastie; Robert Tibshirani; Jerome Friedman
Название: The Elements of Statistical Learning
ISBN: 0387848576 ISBN-13(EAN): 9780387848570
Издательство: Springer
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Цена: 69870.00 T
Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: This major new edition features many topics not covered in the original, including graphical models, random forests, and ensemble methods. As before, it covers the conceptual framework for statistical data in our rapidly expanding computerized world.

Автор: Soofastaei Ali
Название: Advanced Analytics in Mining Engineering: Leverage Advanced Analytics in Mining Industry to Make Better Business Decisions
ISBN: 3030915883 ISBN-13(EAN): 9783030915889
Издательство: Springer
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Цена: 93160.00 T
Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: In this book, Dr. Soofastaei and his colleagues reveal how all mining managers can effectively deploy advanced analytics in their day-to-day operations- one business decision at a time. Most mining companies have a massive amount of data at their disposal. However, they cannot use the stored data in any meaningful way. The powerful new business tool-advanced analytics enables many mining companies to aggressively leverage their data in key business decisions and processes with impressive results. From statistical analysis to machine learning and artificial intelligence, the authors show how many analytical tools can improve decisions about everything in the mine value chain, from exploration to marketing. Combining the science of advanced analytics with the mining industrial business solutions, introduce the “Advanced Analytics in Mining Engineering Book” as a practical road map and tools for unleashing the potential buried in your company’s data. The book is aimed at providing mining executives, managers, and research and development teams with an understanding of the business value and applicability of different analytic approaches and helping data analytics leads by giving them a business framework in which to assess the value, cost, and risk of potential analytical solutions. In addition, the book will provide the next generation of miners – undergraduate and graduate IT and mining engineering students – with an understanding of data analytics applied to the mining industry. By providing a book with chapters structured in line with the mining value chain, we will provide a clear, enterprise-level view of where and how advanced data analytics can best be applied. This book highlights the potential to interconnect activities in the mining enterprise better. Furthermore, the book explores the opportunities for optimization and increased productivity offered by better interoperability along the mining value chain – in line with the emerging vision of creating a digital mine with much-enhanced capabilities for modeling, simulation, and the use of digital twins – in line with leading “digital” industries.

Автор: Hassan Qudrat-Ullah; Pramela Nair Panthallor
Название: Operational Sustainability in the Mining Industry
ISBN: 9811590265 ISBN-13(EAN): 9789811590269
Издательство: Springer
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Цена: 130430.00 T
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Описание: This book broadly explains the requirement to focus on core components in a business and provides a case study of open-pit mining operations throughout the book to understand the management perspective of large organizations.

Автор: Bhaduri
Название: Advanced Business Analytics
ISBN: 9811007268 ISBN-13(EAN): 9789811007262
Издательство: Springer
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Цена: 74530.00 T
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Описание: The present book provides an enterprise-wide guide for anyone interested in pursuing analytic methods in order to compete effectively. It supplements more general texts on statistics and data mining by providing an introduction from leading practitioners in business analytics and real case studies of firms using advanced analytics to gain a competitive advantage in the marketplace. In the era of “big data” and competing analytics, this book provides practitioners applying business analytics with an overview of the quantitative strategies and techniques used to embed analysis results and advanced algorithms into business processes and create automated insight-driven decisions within the firm. Numerous studies have shown that firms that invest in analytics are more likely to win in the marketplace. Moreover, the Internet of Everything (IoT) for manufacturing and social-local-mobile (SOLOMO) for services have made the use of advanced business analytics even more important for firms. These case studies were all developed by real business analysts, who were assigned the task of solving a business problem using advanced analytics in a way that competitors were not. Readers learn how to develop business algorithms on a practical level, how to embed these within the company and how to take these all the way to implementation and validation.

Автор: Ryza Sandy, Laserson Uri, Owen Sean
Название: Advanced Analytics with Spark: Patterns for Learning from Data at Scale
ISBN: 1491972955 ISBN-13(EAN): 9781491972953
Издательство: Wiley
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Цена: 50680.00 T
Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: In the second edition of this practical book, five Cloudera data scientists present a set of self-contained patterns for performing large-scale data analysis with Spark. The authors bring Spark, statistical methods, and real-world datasets together to teach you how to approach analytics problems by example.

Автор: Abraham Duarte; Manuel Laguna; Rafael Marti
Название: Metaheuristics for Business Analytics
ISBN: 3319681176 ISBN-13(EAN): 9783319681177
Издательство: Springer
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Цена: 51230.00 T
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Описание: This essential metaheuristics tutorial provides descriptions and practical applications in the area of business analytics. It addresses key problems in predictive and prescriptive analysis, while also illustrating how problems that arise in business analytics can be modelled and how metaheuristics can be used to find high-quality solutions.

Автор: Fausto Pedro Garc?a M?rquez; Benjamin Lev
Название: Advanced Business Analytics
ISBN: 3319358405 ISBN-13(EAN): 9783319358406
Издательство: Springer
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Цена: 93160.00 T
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Описание: The book describes advanced business analytics and shows how to apply them to many different professional areas of engineering and management.

Автор: Alessandra Vecchi, London College of Fashion, Univ
Название: Advanced fashion technology and operations management
ISBN: 1522518657 ISBN-13(EAN): 9781522518655
Издательство: Turpin
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Цена: 197120.00 T
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Описание: Fashion has been steadily moving from the brick and mortar to the digital market. As such, it is increasingly vital to research new methods that will help businesses to grow and succeed in this new sphere.Advanced Fashion Technology and Operations Management is a pivotal reference source for the latest development management strategies, fashion marketing, international business, and fashion entrepreneurship. Featuring extensive coverage across a range of relevant perspectives and topics, such as online shopping behavior, digital fashion, and e-commerce, this book is ideally designed for professionals, entrepreneurs, students, and researchers.

Автор: Meier Marleen, Baldwin David
Название: Mastering Tableau 2019.1 -Second Edition
ISBN: 1789533880 ISBN-13(EAN): 9781789533880
Издательство: Неизвестно
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Цена: 60070.00 T
Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: The perfect guide to master your Tableau skills to become a proficient BI expert. You will learn to build advanced dashboards and storytelling to derive key business insights. An all in one resource to get well versed with advanced functionalities of Tableau in business intelligence domain

Автор: Abraham Duarte; Manuel Laguna; Rafael Marti
Название: Metaheuristics for Business Analytics
ISBN: 3319885529 ISBN-13(EAN): 9783319885520
Издательство: Springer
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Цена: 46570.00 T
Наличие на складе: Поставка под заказ.
Описание: This essential metaheuristics tutorial provides descriptions and practical applications in the area of business analytics. It addresses key problems in predictive and prescriptive analysis, while also illustrating how problems that arise in business analytics can be modelled and how metaheuristics can be used to find high-quality solutions. Readers will be introduced to decision-making problems for which metaheuristics offer the most effective solution technique. The book not only shows business problem modelling on a spreadsheet but also how to design and create a Visual Basic for Applications code.

Автор: Sarbjeet Singh; Alberto Martinetti; Arnab Majumdar
Название: Transportation Systems
ISBN: 9813293225 ISBN-13(EAN): 9789813293229
Издательство: Springer
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Цена: 102480.00 T
Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: This book explores the application of breakthrough technologies to improve transportation performance. Transportation systems represent the “blood vessels” of a society, in which people and goods travel. They also influence people’s lives and affect the liveability and sustainability of our cities. The book shows how emergent technologies are able to monitor the condition of the structure in real time in order to schedule the right moment for maintenance activities an so reduce the disturbance to users.This book is a valuable resource for those involved in research and development in this field. Part I discusses the context of transportation systems, highlighting the major issues and challenges, the importance of understating human factors that could affect the maintenance operations and the main goals in terms of safety standards. Part II focuses on process-oriented innovations in transportation systems; this section stresses the importance of including design parameters in the planning, offering a comparison between risk-based and condition-based maintenance and, lastly, showing applications of emergent technologies. Part III goes on to reflect on the technical-oriented innovations, discussing the importance of studying the physical phenomena that are behind transportation system failures and problems. It then introduces the general trend of collecting and analyzing big data using real-world cases to evaluate the positive and negative aspects of adopting extensive smart sensors for gathering information on the health of the assets. The last part (IV) explores cultural and behavioural changes, and new knowledge management methods, proposing novel forms of maintenance and vocational training, and introduces the need for radical new visions in transportation for managing unexpected events.The continuous evolution of maintenance fields suggests that this compendium of “state-of-the-art” applications will not be the only one; the authors are planning a collection of cutting-edge examples of transportation systems that can assist researchers and practitioners as well as students in the process of understanding the complex and multidisciplinary environment of maintenance engineering applied to the transport sector.

Автор: Shrawan Kumar Trivedi, Shubhamoy Dey, Anil Kumar, Tapan Kumar Panda
Название: Handbook of Research on Advanced Data Mining Techniques and Applications for Business Intelligence
ISBN: 1522520317 ISBN-13(EAN): 9781522520313
Издательство: Mare Nostrum (Eurospan)
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Цена: 252250.00 T
Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: Presents the latest advances in business applications and the use of mining software solutions to achieve optimal decision-making and risk management results. Highlighting innovative studies on data warehousing, business activity monitoring, and text mining, this publication is an ideal reference source for research scholars, management faculty, and practitioners.