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| definitive technology di 4.5r: Data Mining with Rattle and R Graham Williams, 2011-08-04 Data mining is the art and science of intelligent data analysis. By building knowledge from information, data mining adds considerable value to the ever increasing stores of electronic data that abound today. In performing data mining many decisions need to be made regarding the choice of methodology, the choice of data, the choice of tools, and the choice of algorithms. Throughout this book the reader is introduced to the basic concepts and some of the more popular algorithms of data mining. With a focus on the hands-on end-to-end process for data mining, Williams guides the reader through various capabilities of the easy to use, free, and open source Rattle Data Mining Software built on the sophisticated R Statistical Software. The focus on doing data mining rather than just reading about data mining is refreshing. The book covers data understanding, data preparation, data refinement, model building, model evaluation, and practical deployment. The reader will learn to rapidly deliver a data mining project using software easily installed for free from the Internet. Coupling Rattle with R delivers a very sophisticated data mining environment with all the power, and more, of the many commercial offerings. |
| definitive technology di 4.5r: Computer Applications in Instruction Northwest Regional Educational Laboratory, Judith B. Edwards, 1978 Intended for upper elementary and secondary teachers in all subject areas, this guide provides practical advice on determining the appropriate application of computer technology and on the selection of specific, subject-related computer-based instruction units. Under the heading of hardware and software, topics discussed include communicating with a computer, computer size, getting and using user's programs, translators and programming languages, and the elements of a program. The computer is analyzed in terms of its uses as instructor, laboratory, calculator, object of instruction, and instructor's aide. The selection of computer-based instructional units is described from the beginning of the selection process through final decision making. Individual papers then focus on uses of the computer in the following specific areas: art education, business education, instruction for the deaf and hard of hearing, elementary school, language arts, mathematics curriculum and instruction, music education, physical education, secondary science, natural science, and the social sciences. Keys to Recognizing General Purpose Languages, and some primary sources of computer-based instructional units, are appended. (LMM) |
| definitive technology di 4.5r: Instability and Transition M.Y. Hussaini, Robert G. Voigt, 2012-12-06 The ability to predict and control viscous flow phenomena is becoming increasingly important in modern industrial application. The Instability and Transition Workshop at Langley was extremely important in help§ ing the scientists community to access the state of knowledge in the area of transition from laminar to turbulent flow, to identify promising future areas of research and to build future interactions between researchers worldwide working in the areas of theoretical, experimental and computational fluid and aero dynamics. The set of two volume contains panel discussions and research contribution with the following objectives: (1) expose the academic community to current technologically important issues of instability and transitions in shear flows over the entire speed range, (2) acquaint the academic community with the unique combination of theoretical, computational and experimental capabilities at LaRC and foster interaction with these facilities. (3) review current state-of-the-art and propose future directions for instability and transition research, (4) accelerate progress in elucidating basic understanding of transition phenomena and in transferring this knowledge into improved design methodologies through improved transition modeling, and (5) establish mechanism for continued interaction. |
| definitive technology di 4.5r: Computational Finance Argimiro Arratia, 2014-05-08 The book covers a wide range of topics, yet essential, in Computational Finance (CF), understood as a mix of Finance, Computational Statistics, and Mathematics of Finance. In that regard it is unique in its kind, for it touches upon the basic principles of all three main components of CF, with hands-on examples for programming models in R. Thus, the first chapter gives an introduction to the Principles of Corporate Finance: the markets of stock and options, valuation and economic theory, framed within Computation and Information Theory (e.g. the famous Efficient Market Hypothesis is stated in terms of computational complexity, a new perspective). Chapters 2 and 3 give the necessary tools of Statistics for analyzing financial time series, it also goes in depth into the concepts of correlation, causality and clustering. Chapters 4 and 5 review the most important discrete and continuous models for financial time series. Each model is provided with an example program in R. Chapter 6 covers the essentials of Technical Analysis (TA) and Fundamental Analysis. This chapter is suitable for people outside academics and into the world of financial investments, as a primer in the methods of charting and analysis of value for stocks, as it is done in the financial industry. Moreover, a mathematical foundation to the seemly ad-hoc methods of TA is given, and this is new in a presentation of TA. Chapter 7 reviews the most important heuristics for optimization: simulated annealing, genetic programming, and ant colonies (swarm intelligence) which is material to feed the computer savvy readers. Chapter 8 gives the basic principles of portfolio management, through the mean-variance model, and optimization under different constraints which is a topic of current research in computation, due to its complexity. One important aspect of this chapter is that it teaches how to use the powerful tools for portfolio analysis from the RMetrics R-package. Chapter 9 is a natural continuation of chapter 8 into the new area of research of online portfolio selection. The basic model of the universal portfolio of Cover and approximate methods to compute are also described. |
| definitive technology di 4.5r: Musical Emotions Explained Patrik N. Juslin, 2019 Can music really arouse emotions? If so, what emotions, and how? Based on ground-breaking research, Musical Emotions Explained explores how music expresses and arouses emotions, and how it becomes an object of aesthetic judgments. The book is accessibly written by one of the leading researchers in the field worldwide. |
| definitive technology di 4.5r: Structure and Bonding in Noncrystalline Solids George E. Walrafen, Akos G. Revesz, 2012-02-09 Noncrystalline (NC) solids, as is well known, lack the long range order of crystals. Accordingly, they exhibit scattering, e.g., x-ray, electron, and neutron, but not the diffraction patterns characteristic of crystals. The intensity distributions from NC solids are usually transformed into radial distribution functions (RDF), but the interpretation of the RDF's is not unique. The lack of long-range order, and the non-uniqueness of the structural interpretation, have constituted the main obstacles to the usual solid state physics approach which has been so successful in dealing with crystals. As a corrolary, questions of local order and structure have frequently been de-emphasized. This monograph contains a collection of chapters many of which emphasize local-structure and chemical bonding as opposed to long-range order. Most of the chapters were chosen from talks given at the international symposium, Structure and Bonding in Noncrystalline Solids, held in Reston, Virginia in May of 1983. Other chapters, however, were simply submitted independently of the Reston conference. Thus, this book is not a proceedings of that conference, nor was it ever intended to be. The chapters presented here range from theory of bonding and structure, to structurally oriented measurements of various kinds, e.g., ESR, Raman, to more applied chapters. Our goal was to produce a monograph that enhances understanding of the structures of NC solids. |
| definitive technology di 4.5r: Mathematical Models for Biological Pattern Formation Philip K. Maini, Hans G. Othmer, 2012-12-06 This 121st IMA volume, entitled MATHEMATICAL MODELS FOR BIOLOGICAL PATTERN FORMATION is the first of a new series called FRONTIERS IN APPLICATION OF MATHEMATICS. The FRONTIERS volumes are motivated by IMA pro grams and workshops, but are specially planned and written to provide an entree to and assessment of exciting new areas for the application of mathematical tools and analysis. The emphasis in FRONTIERS volumes is on surveys, exposition and outlook, to attract more mathematicians and other scientists to the study of these areas and to focus efforts on the most important issues, rather than papers on the most recent research results aimed at an audience of specialists. The present volume of peer-reviewed papers grew out of the 1998-99 IMA program on Mathematics in Biology, in particular the Fall 1998 em phasis on Theoretical Problems in Developmental Biology and Immunol ogy. During that period there were two workshops on Pattern Formation and Morphogenesis, organized by Professors Murray, Maini and Othmer. James Murray was one of the principal organizers for the entire year pro gram. I am very grateful to James Murray for providing an introduction, and to Philip Maini and Hans Othmer for their excellent work in planning and preparing this first FRONTIERS volume. I also take this opportunity to thank the National Science Foundation, whose financial support of the IMA made the Mathematics in Biology pro gram possible. |
| definitive technology di 4.5r: Leachate from Municipal Landfills James C. S. Lu, Robert J. Stearns, Bert Eichenberger, 1985 |
| definitive technology di 4.5r: Seismic Design of Reinforced Concrete and Masonry Buildings Thomas Paulay, M. J. N. Priestley, 1992-04-10 Emphasizes actual structural design, not analysis, of multistory buildings for seismic resistance. Strong emphasis is placed on specific detailing requirements for construction. Fundamental design principles are presented to create buildings that respond to a wide range of potential seismic forces, which are illustrated by numerous detailed examples. The discussion includes the design of reinforced concrete ductile frames, structural walls, dual systems, reinforced masonry structures, buildings with restricted ductility and foundation walls. In addition to the examples, full design calculations are given for three prototype structures. |
| definitive technology di 4.5r: Soilless Culture: Theory and Practice Michael Raviv, J. Heinrich Lieth, 2007-12-27 Plant production in hydroponics and soilless culture is rapidly expanding throughout the world, raising a great interest in the scientific community. For the first time in an authoritative reference book, authors cover both theoretical and practical aspects of hydroponics (growing plants without the use of soil). This reference book covers the state-of-the-art in this area, while offering a clear view of supplying plants with nutrients other than soil. Soilless Culture provides the reader with an understanding of the properties of the various soiless media and how these properties affect plant performance in relation to basic horticultural operations, such as irrigation and fertilization. This book is ideal for agronomists, horticulturalists, greenhouse and nursery managers, extension specialists, and people involved with the production of plants.* Comprehensive discussion of hydroponic systems, irrigation, and control measures allows readers to achieve optimal performance* State-of-the-art book on all theoretical aspects of hydroponics and soilless culture including a thorough description of the root system, its functions and limitation posed by restricted root volume* Critical and updated reviews of current analytical methods and how to translate their results to irrigation and fertilization practices * Definitive chapters on recycled, no-discharge systems including salinity and nutrition management and pathogen eradication * Up-to-date description of all important types of growing media |
| definitive technology di 4.5r: Radiological Defense; Planning and Operations Guide United States. Office of Civil Defense, 1968 |
| definitive technology di 4.5r: The Lighting Handbook David L. DiLaura, Illuminating Engineering Society of North America, 2011 The IES Lighting Handbook is an indispensable reference for anyone involved in lighting, including practitioners, designers, architects, and engineers. It is a compendium of what is known that directly relates to lighting and lighting design. This new edition provides a new illuminance determination procedure consisting of visual age-based illuminance ranges and mesopic adaptation. Much information is conveniently summarized in tablular format and exemplied with numerous four-color photographs and illustrations. There is in-depth coverage of sustainability practices: new chapters on daylighting, controls, sustainability, commissioning and energy management |
| definitive technology di 4.5r: Peaceful Uses of Nuclear Explosions U.S. Atomic Energy Commission, 1960 |
| definitive technology di 4.5r: Allocating Federal Funds for Science and Technology National Research Council, National Academy of Engineering, National Academy of Sciences, Division on Engineering and Physical Sciences, Institute of Medicine, Committee on Criteria for Federal Support of Research and Development, 1995-11-22 The United States faces a new challengeâ€maintaining the vitality of its system for supporting science and technology despite fiscal stringency during the next several years. To address this change, the Senate Appropriations Committee requested a report from the National Academies of Sciences and Engineering and the Institute of Medicine to address the criteria that should be used in judging the appropriate allocation of funds to research and development activities; to examine the appropriate balance among different types of institutions that conduct such research; and to look at the means of assuring continued objectivity in the allocation process. In this eagerly-awaited book, a committee of experts selected by the National Academies and the Institute responds with 13 recommendations that propose a new budgeting process and formulates a series of questions to address during that process. The committee also makes corollary recommendations about merit review, government oversight, linking research and development to government missions, the synergy between research and education, and other topics. The recommendations are aimed at rooting out obsolete and inadequate activities to free resources from good programs for even better ones, in the belief that science and technology will be at least as important in the future as they have been in the past in dealing with problems that confront the nation. The authoring committee of this book was chaired by Frank Press, former President of the National Academy of Sciences (1981-1993) and Presidential Science and Technology Advisor (1977-1981). |
| definitive technology di 4.5r: Energy and Environment Y H Mori, K Ohnishi, 2000-12-01 It is becoming evident that satisfying the ever-increasing global demand for energy is having a major impact on the environment. The technologies required to minimize such impacts are discussed here in an in-depth overview and review of a broad spectrum of energy and environmental issues. The first five sections of the book deal directly with scientific and technological topics: the production, transportation, and utilization of electric power; thermal science and engineering for energy conservation/utilization processes; gas hydrates; multiphase mechanics for energy and environmental technology; pollutants and radioactive wastes in the earth. The sixth section, unique in a book of this type, focuses on education, recording a panel discussion on solutions to problems of energy and environment. For specialists and nonspecialists alike, the book is thus a valuable guide to the technological challenges for the future. |
| definitive technology di 4.5r: Molecular Cell Biology Harvey F. Lodish, 1990 |
| definitive technology di 4.5r: Technological Solutions to Improve Aviation Security United States. Congress. House. Committee on Science, 1996 |
| definitive technology di 4.5r: Low Temperature Physics LT9 John Gilbert Daunt, International Union of Pure and Applied Physics, 2013-12-16 |
| definitive technology di 4.5r: Physical Chemistry Peter Atkins, Julio de Paula, 2014-01-17 Edition after edition, Atkins and de Paula's #1 bestseller remains the most contemporary, most effective full-length textbook for courses covering thermodynamics in the first semester and quantum mechanics in the second semester. Its molecular view of physical chemistry, contemporary applications, student friendly pedagogy, and strong problem-solving emphasis make it particularly well-suited for pre-meds, engineers, physics, and chemistry students. Now organized into briefer, more manageable topics, and featuring additional applications and mathematical guidance, the new edition helps students learn more effectively, while allowing instructors to teach the way they want. Available in Split Volumes For maximum flexibility in your physical chemistry course, this text is now offered as a traditional text or in two volumes: Volume 1: Thermodynamics and Kinetics: 1-4641-2451-5 Volume 2: Quantum Chemistry: 1-4641-2452-3 |
| definitive technology di 4.5r: Liver Disease Sumita Verma, 2006 |
| definitive technology di 4.5r: An Introduction to Complex Function Theory Bruce P. Palka, 1991 This book provides a rigorous yet elementary introduction to the theory of analytic functions of a single complex variable. While presupposing in its readership a degree of mathematical maturity, it insists on no formal prerequisites beyond a sound knowledge of calculus. Starting from basic definitions, the text slowly and carefully develops the ideas of complex analysis to the point where such landmarks of the subject as Cauchy's theorem, the Riemann mapping theorem, and the theorem of Mittag-Leffler can be treated without sidestepping any issues of rigor. The emphasis throughout is a geometric one, most pronounced in the extensive chapter dealing with conformal mapping, which amounts essentially to a short course in that important area of complex function theory. Each chapter concludes with a wide selection of exercises, ranging from straightforward computations to problems of a more conceptual and thought-provoking nature. |
| definitive technology di 4.5r: Geophysical Abstracts , 1958 |
| definitive technology di 4.5r: Nuclear and Particle Physics W. E. Burcham, Melvyn Jobes, 1995 A textbook for 2nd, 3rd, and 4th year undergraduates and postgraduates studying physics and theoretical physics, and a reference for nuclear and particle physicists in government and industry. It combines coverage of both nuclear and particle physics to present a detailed exposition of the behavior of the fundamental particles of nature. It examines the interaction between these particles and the symmetries that appear to govern them, as well as the intrinsic properties of the particles themselves. Annotation copyright by Book News, Inc., Portland, OR |
| definitive technology di 4.5r: The Critical Point C Domb, 1996-02-20 The relationship between liquids and gases engaged the attention of a number of distinguished scientists in the mid 19th Century. In a definitive paper published in 1869, Thomas Andrews described experiments he performed on carbon dioxide and from which he concluded that a critical temperature exists below which liquids and gases are distinct phase |
| definitive technology di 4.5r: Rail-highway Crossing Safety Terry M. Klein, 1994 This report was prepared as part of the June 1994 Departmental Rail-Highway Crossing Safety Action Plan. Initiative V.B, Data and Research-Demographics, called for a study describing the circumstances under which fatal rail crossing crashes occur and characteristics of the drivers involved in such crashes. This report compares fatal motor vehicle rail crossing crashes with fatal crashes occurring at intersections and all fatal crashes. Data from NHTSA's Fatal Accident Reporting System, supplemented with information from Claritas, a commercially available geodemographic database, were used to provide the descriptive statistics. |
| definitive technology di 4.5r: Guide to Mitigating Spacecraft Charging Effects Henry B. Garrett, Albert C. Whittlesey, 2012-04-20 The definitive guide to the modern body of spacecraft charging knowledge—from first principles for the beginner to intermediate and advanced concepts The only book to blend the theoretical and practical aspects of spacecraft charging, Guide to Mitigating Spacecraft Charging Effects defines the environment that not only creates the aurora, but which also can have significant effects on spacecraft, such as disruption of science measurements and solar arrays from electrostatic discharge (ESD). It describes in detail the physics of the interaction phenomenon as well as how to construct spacecraft to enhance their survivability in the harsh environment of space. Combining the authors' extensive experience in spacecraft charging—and in their provision of design support to NASA, JPL, the commercial satellite market, and numerous other projects—this incredible book offers both a robust physics background and practical advice for neophytes in the field and experienced plasma physicists and spacecraft engineers. In addition to containing numerous equations, graphs, tables, references, and illustrations, Guide to Mitigating Spacecraft Charging Effects covers: Solar cell technology, especially higher voltage arrays, and the new design approaches that are appropriate for them Information about the space plasma environment New analytic computer codes to analyze spacecraft charging Spacecraft anomalies and failures which emphasized designs that are of greater importance than others |
| definitive technology di 4.5r: Covered Interest Parity Deviations: Macrofinancial Determinants Mr.Eugenio M Cerutti, Mr.Maurice Obstfeld, Haonan Zhou, 2019-01-16 For about three decades until the Global Financial Crisis (GFC), Covered Interest Parity (CIP) appeared to hold quite closely—even as a broad macroeconomic relationship applying to daily or weekly data. Not only have CIP deviations significantly increased since the GFC, but potential macrofinancial drivers of the variation in CIP deviations have also become significant. The variation in CIP deviations seems to be associated with multiple factors, not only regulatory changes. Most of these do not display a uniform importance across currency pairs and time, and some are associated with possible temporary considerations (such as asynchronous monetary policy cycles). |
| definitive technology di 4.5r: Recommendations of the Committee for Waterfront Structures Harbours and Waterways EAU 1996 Arbeitsausschuss Ufereinfassungen, Deutsche Gesellschaft für Erd- und Grundbau, 2000 Following on from the previous joint publications, this new edition of EAU 1996 contains the safety concept with partial safety factors in accordance with the Eurocodes or the European prestandards as well as with the corresponding German standards and prestandards, while taking into account the National Application Document (NAD). This revised version follows the goal of harmonising European standards, while much updating and streamlining means that the recommendations continue to satisfy the requirements for international acknowledgement and application with regard to planning, design tendering, the awarding of contracts, building and building supervision. Further, the inspection and accounting procedures for harbour and waterway constructions are given from uniform points of view. |
| definitive technology di 4.5r: Induction Accelerators Ken Takayama, Richard J. Briggs, 2010-10-05 A broad class of accelerators rests on the induction principle whereby the accelerating electrical fields are generated by time-varying magnetic fluxes. Particularly suitable for the transport of bright and high-intensity beams of electrons, protons or heavy ions in any geometry (linear or circular) the research and development of induction accelerators is a thriving subfield of accelerator physics. This text is the first comprehensive account of both the fundamentals and the state of the art about the modern conceptual design and implementation of such devices. Accordingly, the first part of the book is devoted to the essential features of and key technologies used for induction accelerators at a level suitable for postgraduate students and newcomers to the field. Subsequent chapters deal with more specialized and advanced topics. |
| definitive technology di 4.5r: Numbers and Geometry John Stillwell, 2012-12-06 A beautiful and relatively elementary account of a part of mathematics where three main fields - algebra, analysis and geometry - meet. The book provides a broad view of these subjects at the level of calculus, without being a calculus book. Its roots are in arithmetic and geometry, the two opposite poles of mathematics, and the source of historic conceptual conflict. The resolution of this conflict, and its role in the development of mathematics, is one of the main stories in the book. Stillwell has chosen an array of exciting and worthwhile topics and elegantly combines mathematical history with mathematics. He covers the main ideas of Euclid, but with 2000 years of extra insights attached. Presupposing only high school algebra, it can be read by any well prepared student entering university. Moreover, this book will be popular with graduate students and researchers in mathematics due to its attractive and unusual treatment of fundamental topics. A set of well-written exercises at the end of each section allows new ideas to be instantly tested and reinforced. |
| definitive technology di 4.5r: Traumatic Disorders of the Ankle W.C. Hamilton, 2012-01-21 The management of ankle injuries has long been a stumbling block for orthopae dists in training. As a first year resident, I was fortunate to encounter the series of articles by N. Lauge-Hansen and T. Baek Kristensen that classified ankle injuries according to their mechanism. I found this information quite helpful throughout my residency and early years of practice. Several years ago, an attempt was made to summarize this material for the benefit of the orthopaedic house staff of Thomas Jefferson University. It quickly become obvious that such a manual would require a great deal of professional illustration and editorial assistance in order to be effective. Almost simulta neously, a fortuitous encounter with Ms. Marie Low (at that time Medical Editor of Springer-Verlag New York Incorporated) provided both the stimulus and the means to present this information in the manner and detail which it deserved. Contributors were carefully selected for their knowledge and experience in particular areas and for their willingness to cooperate in providing a smooth flowing manuscript. This text contains little new material. Rather, it represents an attempt to bring together, under one cover, the wealth of extant information on this subject. Wherever a consensus could not be perceived, conflicting views have been sum marized as objectively as possible. Unfortunately, there are still many aspects of ankle injury for which we have more questions than answers. |
| definitive technology di 4.5r: Appropriate Methodology and Social Context Adrian Holliday, 1994-09-22 An ethnographic framework to describe the varying cultures of classrooms, teacher communities and student groups in different countries and educational contexts. |
| definitive technology di 4.5r: Analysis by Its History Ernst Hairer, Gerhard Wanner, 2008-05-30 This book presents first-year calculus roughly in the order in which it was first discovered. The first two chapters show how the ancient calculations of practical problems led to infinite series, differential and integral calculus and to differential equations. The establishment of mathematical rigour for these subjects in the 19th century for one and several variables is treated in chapters III and IV. Many quotations are included to give the flavor of the history. The text is complemented by a large number of examples, calculations and mathematical pictures and will provide stimulating and enjoyable reading for students, teachers, as well as researchers. |
| definitive technology di 4.5r: Classical Topics in Complex Function Theory Reinhold Remmert, 2013-03-14 An ideal text for an advanced course in the theory of complex functions, this book leads readers to experience function theory personally and to participate in the work of the creative mathematician. The author includes numerous glimpses of the function theory of several complex variables, which illustrate how autonomous this discipline has become. In addition to standard topics, readers will find Eisenstein's proof of Euler's product formula for the sine function; Wielandts uniqueness theorem for the gamma function; Stirlings formula; Isssas theorem; Besses proof that all domains in C are domains of holomorphy; Wedderburns lemma and the ideal theory of rings of holomorphic functions; Estermanns proofs of the overconvergence theorem and Blochs theorem; a holomorphic imbedding of the unit disc in C3; and Gausss expert opinion on Riemanns dissertation. Remmert elegantly presents the material in short clear sections, with compact proofs and historical comments interwoven throughout the text. The abundance of examples, exercises, and historical remarks, as well as the extensive bibliography, combine to make an invaluable source for students and teachers alike |
| definitive technology di 4.5r: Student Solutions Manual, Chapters 10-17 for Stewart's Multivariable Calculus, 8th James Stewart, 2015-10-02 This manual includes worked-out solutions to every odd-numbered exercise in Multivariable Calculus, 8e (Chapters 1-11 of Calculus, 8e). Important Notice: Media content referenced within the product description or the product text may not be available in the ebook version. |
| definitive technology di 4.5r: Calculation of Road Traffic Noise Great Britain. Department of Transport, 1988 Supersedes 1975 edition (ISBN 011553676) |
| definitive technology di 4.5r: Guerrilla Warfare Advocates in the United States House Un-American Activities Committee, United States Congress, 2005 CONTENTS Foreword Communist Concepts of Guerilla Warfare The Revolutionary Action Movement (RAM) RAM's New Concept of Guerrilla Warfare The Harlem Riot---The First Clear Indication Cleveland---Trained and Disciplined Professionals The Watts Riot---A Civil Revolt? Other Pro-Guerilla Warfare Advocates The Current Communist Party Position Preriot Measures the Best Defense Conclusion Appendix Index |
| definitive technology di 4.5r: The Paper Negative William Mortensen, 1954 |
| definitive technology di 4.5r: Advanced Traffic Management Systems , 1999 |
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