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Energy Use in Bitcoin Mining

Energy Use in Bitcoin Mining

Benjamin A. Jones; Andrew L. Goodkind; Robert P. Berrens

TAYLOR FRANCIS LTD
2025
sidottu
This book provides a unique introduction to Bitcoin mining’s energy use and environmental impacts. Bitcoin, the largest and most well-known cryptocurrency, has ignited the world of decentralized finance and digital currencies. However, Bitcoin has a major problem: it uses massive amounts of energy to produce or ‘mine’ the coins, and this energy use has tremendous environmental consequences. By recent estimates, Bitcoin mining’s global electricity use is larger than entire countries such as the Netherlands and Argentina. In this book, the authors explain the process by which Bitcoin is mined, why it requires significant energy, and what we know about where that energy comes from. It also explores the environmental impacts and associated monetary damages of this energy use. Further, the book presents the current state of scientific knowledge around these questions and provides original economic damage estimates from the authors and compares them to those of other goods and services. The book discusses links between Bitcoin and climate change, public health, air pollution, ‘e-waste’, water, and land use. It concludes by discussing alternative ways in which Bitcoin mining can be made green by using less energy, as well as the policy and regulatory challenges that may hinder progress toward this goal. Innovative and insightful, this book will be of great interest to students, scholars, and industry professionals who are researching and working in the areas of cryptocurrencies, economics, business and finance, engineering, energy, and environmental studies more broadly.
Social Media Data Mining and Analytics

Social Media Data Mining and Analytics

Gabor Szabo; Gungor Polatkan; P. Oscar Boykin; Antonios Chalkiopoulos

JOHN WILEY SONS INC
2018
nidottu
Harness the power of social media to predict customer behavior and improve sales Social media is the biggest source of Big Data. Because of this, 90% of Fortune 500 companies are investing in Big Data initiatives that will help them predict consumer behavior to produce better sales results. Social Media Data Mining and Analytics shows analysts how to use sophisticated techniques to mine social media data, obtaining the information they need to generate amazing results for their businesses. Social Media Data Mining and Analytics isn't just another book on the business case for social media. Rather, this book provides hands-on examples for applying state-of-the-art tools and technologies to mine social media - examples include Twitter, Wikipedia, Stack Exchange, LiveJournal, movie reviews, and other rich data sources. In it, you will learn: The four key characteristics of online services-users, social networks, actions, and contentThe full data discovery lifecycle-data extraction, storage, analysis, and visualizationHow to work with code and extract data to create solutionsHow to use Big Data to make accurate customer predictionsHow to personalize the social media experience using machine learning Using the techniques the authors detail will provide organizations the competitive advantage they need to harness the rich data available from social media platforms.
Statistics and Probability with Applications for Engineers and Scientists Using MINITAB, R and JMP

Statistics and Probability with Applications for Engineers and Scientists Using MINITAB, R and JMP

Bhisham C. Gupta; Irwin Guttman; Kalanka P. Jayalath

Wiley-Blackwell
2020
sidottu
Introduces basic concepts in probability and statistics to data science students, as well as engineers and scientists Aimed at undergraduate/graduate-level engineering and natural science students, this timely, fully updated edition of a popular book on statistics and probability shows how real-world problems can be solved using statistical concepts. It removes Excel exhibits and replaces them with R software throughout, and updates both MINITAB and JMP software instructions and content. A new chapter discussing data mining—including big data, classification, machine learning, and visualization—is featured. Another new chapter covers cluster analysis methodologies in hierarchical, nonhierarchical, and model based clustering. The book also offers a chapter on Response Surfaces that previously appeared on the book’s companion website. Statistics and Probability with Applications for Engineers and Scientists using MINITAB, R and JMP, Second Edition is broken into two parts. Part I covers topics such as: describing data graphically and numerically, elements of probability, discrete and continuous random variables and their probability distributions, distribution functions of random variables, sampling distributions, estimation of population parameters and hypothesis testing. Part II covers: elements of reliability theory, data mining, cluster analysis, analysis of categorical data, nonparametric tests, simple and multiple linear regression analysis, analysis of variance, factorial designs, response surfaces, and statistical quality control (SQC) including phase I and phase II control charts. The appendices contain statistical tables and charts and answers to selected problems. Features two new chapters—one on Data Mining and another on Cluster AnalysisNow contains R exhibits including code, graphical display, and some resultsMINITAB and JMP have been updated to their latest versionsEmphasizes the p-value approach and includes related practical interpretationsOffers a more applied statistical focus, and features modified examples to better exhibit statistical conceptsSupplemented with an Instructor's-only solutions manual on a book’s companion website Statistics and Probability with Applications for Engineers and Scientists using MINITAB, R and JMP is an excellent text for graduate level data science students, and engineers and scientists. It is also an ideal introduction to applied statistics and probability for undergraduate students in engineering and the natural sciences.
Layout Minimization of CMOS Cells

Layout Minimization of CMOS Cells

Robert L. Maziasz; John P. Hayes

Springer-Verlag New York Inc.
2012
nidottu
The layout of an integrated circuit (lC) is the process of assigning geometric shape, size and position to the components (transistors and connections) used in its fabrication. Since the number of components in modem ICs is enormous, computer­ aided-design (CAD) programs are required to automate the difficult layout process. Prior CAD methods are inexact or limited in scope, and produce layouts whose area, and consequently manufacturing costs, are larger than necessary. This book addresses the problem of minimizing exactly the layout area of an important class of basic IC structures called CMOS cells. First, we precisely define the possible goals in area minimization for such cells, namely width and height minimization, with allowance for area-reducing reordering of transistors. We reformulate the layout problem in terms of a graph model and develop new graph-theoretic concepts that completely characterize the fundamental area minimization problems for series-parallel and nonseries-parallel circuits. These concepts lead to practical algorithms that solve all the basic layout minimization problems exactly, both for a single cell and for a one-dimensional array of such cells. Although a few of these layout problems have been solved or partially solved previously, we present here the first complete solutions to all the problems of interest.
A Merry Ministry: 7 Steps to Starting a Christmas Caroling Outreach Group for Your Church

A Merry Ministry: 7 Steps to Starting a Christmas Caroling Outreach Group for Your Church

Randy J. Pope; Susan P. Sloan

Createspace Independent Publishing Platform
2018
nidottu
This book is a complete guide to creating a group of a cappella singers to minister during the Christmas season. Compelling reasons are provided for such a group to represent the local church in addition to or instead of other much-used celebrations of the season (such as cantatas). The author walks you through every step of the process, from presenting the idea to your church to selecting your participants, setting up your program, locating costumes, and making your first appearance. A companion volume, Scripts and Stories for Christmas Carolers, is also available for further help.
Application of Data Mining Techniques in the Analysis of Indoor Hygrothermal Conditions

Application of Data Mining Techniques in the Analysis of Indoor Hygrothermal Conditions

Nuno M.M. Ramos; João M.P.Q. Delgado; Ricardo M.S.F. Almeida; Maria L. Simões; Sofia Manuel

Springer International Publishing AG
2015
nidottu
The main benefit of the book is that it explores available methodologies for both conducting in-situ measurements and adequately exploring the results, based on a case study that illustrates the benefits and difficulties of concurrent methodologies.The case study corresponds to a set of 25 social housing dwellings where an extensive in situ measurement campaign was conducted. The dwellings are located in the same quarter of a city. Measurements included indoor temperature and relative humidity, with continuous log in different rooms of each dwelling, blower-door tests and complete outdoor conditions provided by a nearby weather station.The book includes a variety of scientific and engineering disciplines, such as building physics, probability and statistics and civil engineering. It presents a synthesis of the current state of knowledge for benefit of professional engineers and scientists.
Blasting Technology for Underground Hard Rock Mining

Blasting Technology for Underground Hard Rock Mining

Vivek Kumar Himanshu; A. K. Mishra; M. P. Roy; P. K. Singh

SPRINGER VERLAG, SINGAPORE
2023
sidottu
This book presents the principles and practices of rock blasting for underground hard rock mining. It covers a theoretical background of the rock blasting technology and comprehensive case studies on different stages of rock blasting for underground metalliferous mining. It includes the discussions on burn-cut face blasting pattern, slot raise excavation methodology, and ring blasting methods. It further discusses different practical challenges associated with underground blasting, viz. ore dilution, ground vibration, wall instability, etc., and their possible solutions. The book also covers the recent advancements in methodologies to predict blasting outcomes and instrumentations for monitoring rock blasting operations. The book is a useful reference for rock blasting practitioners, mining engineers, professionals, and researchers. It is also a valuable reference for undergraduate and postgraduate students.
Blasting Technology for Underground Hard Rock Mining

Blasting Technology for Underground Hard Rock Mining

Vivek Kumar Himanshu; A. K. Mishra; M. P. Roy; P. K. Singh

SPRINGER VERLAG, SINGAPORE
2024
nidottu
This book presents the principles and practices of rock blasting for underground hard rock mining. It covers a theoretical background of the rock blasting technology and comprehensive case studies on different stages of rock blasting for underground metalliferous mining. It includes the discussions on burn-cut face blasting pattern, slot raise excavation methodology, and ring blasting methods. It further discusses different practical challenges associated with underground blasting, viz. ore dilution, ground vibration, wall instability, etc., and their possible solutions. The book also covers the recent advancements in methodologies to predict blasting outcomes and instrumentations for monitoring rock blasting operations. The book is a useful reference for rock blasting practitioners, mining engineers, professionals, and researchers. It is also a valuable reference for undergraduate and postgraduate students.
Mining and Metallurgy

Mining and Metallurgy

John Martin Crawford; World's Columbian Exposition; A P Keppen

Sagwan Press
2018
pokkari
This work has been selected by scholars as being culturally important, and is part of the knowledge base of civilization as we know it. This work was reproduced from the original artifact, and remains as true to the original work as possible. Therefore, you will see the original copyright references, library stamps (as most of these works have been housed in our most important libraries around the world), and other notations in the work.This work is in the public domain in the United States of America, and possibly other nations. Within the United States, you may freely copy and distribute this work, as no entity (individual or corporate) has a copyright on the body of the work.As a reproduction of a historical artifact, this work may contain missing or blurred pages, poor pictures, errant marks, etc. Scholars believe, and we concur, that this work is important enough to be preserved, reproduced, and made generally available to the public. We appreciate your support of the preservation process, and thank you for being an important part of keeping this knowledge alive and relevant.
Process Mining in Healthcare

Process Mining in Healthcare

Ronny S. Mans; Wil M. P. van der Aalst; Rob J. B. Vanwersch

Springer International Publishing AG
2015
nidottu
What are the possibilities for process mining in hospitals? In this book the authors provide an answer to this question by presenting a healthcare reference model that outlines all the different classes of data that are potentially available for process mining in healthcare and the relationships between them. Subsequently, based on this reference model, they explain the application opportunities for process mining in this domain and discuss the various kinds of analyses that can be performed. They focus on organizational healthcare processes rather than medical treatment processes. The combination of event data and process mining techniques allows them to analyze the operational processes within a hospital based on facts, thus providing a solid basis for managing and improving processes within hospitals. To this end, they also explicitly elaborate on data quality issues that are relevant for the data aspects of the healthcare reference model.This book mainly targets advanced professionals involved in areas related to business process management, business intelligence, data mining, and business process redesign for healthcare systems as well as graduate students specializing in healthcare information systems and process analysis.
Limestone Mining in India

Limestone Mining in India

A. K. Soni; P. Nema

Springer Verlag, Singapore
2021
sidottu
This book brings together a comprehensive and up-to-date presentation of the main scientific and technological aspects of limestone mining. The book discusses how to excavate limestone from surface mines including the nuances of production and commercial aspects.It addresses topical issues related with the quarrying of limestone and environmental protection measures adopted in mining and manufacturing. The chapters in this book describe planning and designing of mining processes to produce limestone that meets with market requirements and customer specifications. The book also discusses the environmental stresses caused by mining as an industrial activity and their ramifications and remedies. The book includes case studies from different geo-mining environments. The contents of this book will be useful to professionals, researchers, and policy makers alike.
Limestone Mining in India

Limestone Mining in India

A. K. Soni; P. Nema

SPRINGER VERLAG, SINGAPORE
2022
nidottu
This book brings together a comprehensive and up-to-date presentation of the main scientific and technological aspects of limestone mining. The book discusses how to excavate limestone from surface mines including the nuances of production and commercial aspects.It addresses topical issues related with the quarrying of limestone and environmental protection measures adopted in mining and manufacturing. The chapters in this book describe planning and designing of mining processes to produce limestone that meets with market requirements and customer specifications. The book also discusses the environmental stresses caused by mining as an industrial activity and their ramifications and remedies. The book includes case studies from different geo-mining environments. The contents of this book will be useful to professionals, researchers, and policy makers alike.
Data Mining: Know It All

Data Mining: Know It All

Soumen Chakrabarti; Richard E. Neapolitan; Dorian Pyle; Mamdouh Refaat; Markus Schneider; Toby J. Teorey; Ian H. Witten; Earl Cox; Eibe Frank; Ralf Hartmut Güting; Jiawei Han; Xia Jiang; Micheline Kamber; Sam S. Lightstone; Thomas P. Nadeau

Morgan Kaufmann Publishers In
2008
sidottu
This book brings all of the elements of data mining together in a single volume, saving the reader the time and expense of making multiple purchases. It consolidates both introductory and advanced topics, thereby covering the gamut of data mining and machine learning tactics ? from data integration and pre-processing, to fundamental algorithms, to optimization techniques and web mining methodology. The proposed book expertly combines the finest data mining material from the Morgan Kaufmann portfolio. Individual chapters are derived from a select group of MK books authored by the best and brightest in the field. These chapters are combined into one comprehensive volume in a way that allows it to be used as a reference work for those interested in new and developing aspects of data mining. This book represents a quick and efficient way to unite valuable content from leading data mining experts, thereby creating a definitive, one-stop-shopping opportunity for customers to receive the information they would otherwise need to round up from separate sources.
Miniquaternion Geometry

Miniquaternion Geometry

T. G. Room; P. B. Kirkpatrick

Cambridge University Press
2008
pokkari
This tract provides an introduction to four finite geometrical systems and to the theory of projective planes. Of the four geometries, one is based on a nine-element field and the other three can be constructed from the nine-element 'miniquaternion algebra', a simple system which has many though not all the properties of a field. The three systems based on the miniquaternion algebra have widely differing properties; none of them has the homogeneity of structure which characterizes geometry over a field. While these four geometries are the main subject of this book, many of the ideas developed are of much more general significance. The authors have assumed a knowledge of the simpler properties of groups, fields, matrices and transformations (mappings), such as is contained in a first course in abstract algebra. Development of the nine-element field and the miniquaternion system from a prescribed set of properties of the operations of addition and multiplication are covered in an introductory chapter. Exercises of varying difficulty are integrated with the text.
John Maynard Keynes

John Maynard Keynes

P. Mini

Palgrave Macmillan
1994
sidottu
Keynes's personality was fixed by the clash between Moorean values - other-worldliness, idealism, pacifism - and Keynes's own nature which craved and attained worldly success, wealth and social influence and approbation. The result was an 'existential' outlook that caused him to become particularly sensitive to the human condition, to human suffering and to real concern. Accordingly, Keynes came to see the world through human, down-to-earth, social nd psychological categories, which were opposed to the 'devine' Platonism of classical economics. This book is thus opposed to the recent probability-based interpretations of Keynes's mature work.