Probability and Computing

Probability and Computing Author Michael Mitzenmacher
ISBN-10 0521835402
Release 2005-01-31
Pages 352
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Randomization and probabilistic techniques play an important role in modern computer science, with applications ranging from combinatorial optimization and machine learning to communication networks and secure protocols.Assuming only an elementary background in discrete mathematics, this textbook is designed to accompany a one- or two-semester course for advanced undergraduates or beginning graduate students in computer science and applied mathematics. It gives an excellent introduction to the probabilistic techniques and paradigms used in the development of probabilistic algorithms and analyses, including random sampling, expectations, Markov's and Chevyshev's inequalities, Chernoff bounds, balls and bins models, the probabilistic method, Markov chains, MCMC, martingales, entropy, and other topics.



Probability and statistics in the engineering and computing sciences

Probability and statistics in the engineering and computing sciences Author
ISBN-10 UCAL:B5116386
Release 1986
Pages
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Probability and statistics in the engineering and computing sciences has been writing in one form or another for most of life. You can find so many inspiration from Probability and statistics in the engineering and computing sciences also informative, and entertaining. Click DOWNLOAD or Read Online button to get full Probability and statistics in the engineering and computing sciences book for free.



Combinatorics Probability and Computing

Combinatorics  Probability and Computing Author
ISBN-10 OCLC:76527364
Release 2001
Pages 23
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Combinatorics Probability and Computing has been writing in one form or another for most of life. You can find so many inspiration from Combinatorics Probability and Computing also informative, and entertaining. Click DOWNLOAD or Read Online button to get full Combinatorics Probability and Computing book for free.



Cpc Combinatorics Probability and Computing

Cpc Combinatorics  Probability and Computing Author
ISBN-10 1107594162
Release 2016-12-01
Pages
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Cpc Combinatorics Probability and Computing has been writing in one form or another for most of life. You can find so many inspiration from Cpc Combinatorics Probability and Computing also informative, and entertaining. Click DOWNLOAD or Read Online button to get full Cpc Combinatorics Probability and Computing book for free.



Probability and Statistics in the Engineering and Computing Sciences

Probability and Statistics in the Engineering and Computing Sciences Author Janet Susan Milton
ISBN-10 0071005749
Release 1986
Pages 643
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Probability and Statistics in the Engineering and Computing Sciences has been writing in one form or another for most of life. You can find so many inspiration from Probability and Statistics in the Engineering and Computing Sciences also informative, and entertaining. Click DOWNLOAD or Read Online button to get full Probability and Statistics in the Engineering and Computing Sciences book for free.



Mathematics for Electrical Engineering and Computing

Mathematics for Electrical Engineering and Computing Author Mary P Attenborough
ISBN-10 0080473407
Release 2003-06-30
Pages 576
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Mathematics for Electrical Engineering and Computing embraces many applications of modern mathematics, such as Boolean Algebra and Sets and Functions, and also teaches both discrete and continuous systems - particularly vital for Digital Signal Processing (DSP). In addition, as most modern engineers are required to study software, material suitable for Software Engineering - set theory, predicate and prepositional calculus, language and graph theory - is fully integrated into the book. Excessive technical detail and language are avoided, recognising that the real requirement for practising engineers is the need to understand the applications of mathematics in everyday engineering contexts. Emphasis is given to an appreciation of the fundamental concepts behind the mathematics, for problem solving and undertaking critical analysis of results, whether using a calculator or a computer. The text is backed up by numerous exercises and worked examples throughout, firmly rooted in engineering practice, ensuring that all mathematical theory introduced is directly relevant to real-world engineering. The book includes introductions to advanced topics such as Fourier analysis, vector calculus and random processes, also making this a suitable introductory text for second year undergraduates of electrical, electronic and computer engineering, undertaking engineering mathematics courses. Dr Attenborough is a former Senior Lecturer in the School of Electrical, Electronic and Information Engineering at South Bank University. She is currently Technical Director of The Webbery - Internet development company, Co. Donegal, Ireland. Fundamental principles of mathematics introduced and applied in engineering practice, reinforced through over 300 examples directly relevant to real-world engineering



Probability with R

Probability with R Author Jane Horgan
ISBN-10 9781118165959
Release 2011-09-30
Pages 416
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A Complete Introduction to probability AND its computer Science Applications USING R Probability with R serves as a comprehensive and introductory book on probability with an emphasis on computing-related applications. Real examples show how probability can be used in practical situations, and the freely available and downloadable statistical programming language R illustrates and clarifies the book's main principles. Promoting a simulation- and experimentation-driven methodology, this book highlights the relationship between probability and computing in five distinctive parts: The R Language presents the essentials of the R language, including key procedures for summarizing and building graphical displays of statistical data. Fundamentals of Probability provides the foundations of the basic concepts of probability and moves into applications in computing. Topical coverage includes conditional probability, Bayes' theorem, system reliability, and the development of the main laws and properties of probability. Discrete Distributions addresses discrete random variables and their density and distribution functions as well as the properties of expectation. The geometric, binomial, hypergeometric, and Poisson distributions are also discussed and used to develop sampling inspection schemes. Continuous Distributions introduces continuous variables by examining the waiting time between Poisson occurrences. The exponential distribution and its applications to reliability are investigated, and the Markov property is illustrated via simulation in R. The normal distribution is examined and applied to statistical process control. Tailing Off delves into the use of Markov and Chebyshev inequalities as tools for estimating tail probabilities with limited information on the random variable. Numerous exercises and projects are provided in each chapter, many of which require the use of R to perform routine calculations and conduct experiments with simulated data. The author directs readers to the appropriate Web-based resources for installing the R software package and also supplies the essential commands for working in the R workspace. A related Web site features an active appendix as well as a forum for readers to share findings, thoughts, and ideas. With its accessible and hands-on approach, Probability with R is an ideal book for a first course in probability at the upper-undergraduate and graduate levels for readers with a background in computer science, engineering, and the general sciences. It also serves as a valuable reference for computing professionals who would like to further understand the relevance of probability in their areas of practice.



Ubiquitous Intelligence and Computing

Ubiquitous Intelligence and Computing Author Frode Eika Sandnes
ISBN-10 9783540692928
Release 2008-06-16
Pages 763
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This volume contains the proceedings of UIC 2008, the 5th International C- ference on Ubiquitous Intelligence and Computing: Building Smart Worlds in Real and Cyber Spaces. The conference was held in Oslo, Norway, during June 23–25, 2008. The event was the ?fth meeting of this conference series. USW 2005 (First International Workshop on Ubiquitous Smart World), held in March 2005 in Taiwan, was the ?rst event in the series. This event was followed by UISW 2005 (SecondInternationalSymposiumonUbiquitousIntelligenceandSmartWorlds) held in December 2005 in Japan, by UIC 2006 (Third International Conference on Ubiquitous Intelligence and Computing: Building Smart Worlds in Real and Cyber Spaces) held in September 2006 in Wuhan and Three Gorges, China, and by UIC 2007 held in July 2007 in Hong Kong. Ubiquitous computers, networks and information are paving the road to a smart world in which computational intelligence is distributed throughout the physical environment to provide trustworthy and relevant services to people.



Probability and Statistics

Probability and Statistics Author J. Susan Milton
ISBN-10 0071087850
Release 2012-11
Pages 450
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Helps students to understand statistical methods and reasoning as well as practice in using them. This book includes examples and exercises that are specially chosen for those looking for careers in the engineering and computing sciences. It is intended as a first course in probability and applied statistics for students.



Causality Probability and Time

Causality  Probability  and Time Author Samantha Kleinberg
ISBN-10 9781139620079
Release 2012-11-12
Pages
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Causality is a key part of many fields and facets of life, from finding the relationship between diet and disease to discovering the reason for a particular stock market crash. Despite centuries of work in philosophy and decades of computational research, automated inference and explanation remains an open problem. In particular, the timing and complexity of relationships has been largely ignored even though this information is critically important for prediction, explanation and intervention. However, given the growing availability of large observational datasets including those from electronic health records and social networks, it is a practical necessity. This book presents a new approach to inference (finding relationships from a set of data) and explanation (assessing why a particular event occurred), addressing both the timing and complexity of relationships. The practical use of the method developed is illustrated through theoretical and experimental case studies, demonstrating its feasibility and success.



Lectures on Probability and Second Order Random Fields

Lectures on Probability and Second Order Random Fields Author Diego Bricio Hern ndez
ISBN-10 9810219083
Release 1995
Pages 146
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This book of lecture notes contains theoretical background material required for computer generation of random fields, which is of interest in various fields of applied mathematics.The necessary probabilistic background suitable for applied work in engineering as well as signal and image processing is also covered.The book is a valuable guide for higher level engineering students.



Strengthening Links Between Data Analysis and Soft Computing

Strengthening Links Between Data Analysis and Soft Computing Author Przemyslaw Grzegorzewski
ISBN-10 9783319107653
Release 2014-09-10
Pages 294
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This book gathers contributions presented at the 7th International Conference on Soft Methods in Probability and Statistics SMPS 2014, held in Warsaw (Poland) on September 22-24, 2014. Its aim is to present recent results illustrating new trends in intelligent data analysis. It gives a comprehensive overview of current research into the fusion of soft computing methods with probability and statistics. Synergies of both fields might improve intelligent data analysis methods in terms of robustness to noise and applicability to larger datasets, while being able to efficiently obtain understandable solutions of real-world problems.



Probability and Statistics

Probability and Statistics Author John Tabak
ISBN-10 9780816068739
Release 2009-01-01
Pages 241
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Presents a survey of the history and evolution of the branch of mathematics that focuses on probability and statistics, including useful applications and notable mathematicians in this area.



It s Online Therefore it Exists

It s Online  Therefore it Exists Author Ivo D. Dinov
ISBN-10 0615304648
Release 2009-08-10
Pages 136
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This handbook provides data, materials and tools for technology-enhanced science education. These resources were presented at the 2009 Statistics Online Computational Resource (SOCR) Continuing Education workshop at UCLA. The handbook covers continuing education and training for probability and statistics instructors. Specifically this workshop handbook includes validated educational materials, novel computational tools and useful pedagogical techniques and instruments for statistics education. Examples of these materials include SOCR Java applets for distributions, experiments, analysis, modeling and data exploration, various activities for hands-on demonstrations and virtual experimentation. The SOCR philosophy is that in science education, one-size-does-not-fit-all! The handbook provides many examples of tools, data, materials and infrastructure for technology enhanced science education. However, it?s ultimately the instructor?s responsibility to wrap these resources into a coherent set of materials appropriate for their concrete classes, student?s maturity and course syllabi.



Combinatorics and Probability

Combinatorics and Probability Author Graham Brightwell
ISBN-10 9780521872072
Release 2007-03-08
Pages 633
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This volume celebrating the 60th birthday of Béla Bollobás presents the state of the art in combinatorics.



Personal Mathematics and Computing

Personal Mathematics and Computing Author Frank Wattenberg
ISBN-10 UOM:39015024999842
Release 1990
Pages 556
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Computers can be effective tools for participating in the affairs of the world. They can also be used by the "experts" to erect barriers to participation. This book is a self-contained tutorial that can assist any reader with a background in high school mathematics in learning how to apply personal computing to enhance his or her understanding of modern quantitative methods in such areas as politics and economics, in environment and ecology, or in probability and statistics. The first part briefly introduces programming in True BASIC and includes eight programming projects that teach by example. These illustrate a variety of interesting applications and methods of computer-based quantitative reasoning - in lotteries and property taxes, in the law of supply and demand and the laws of chance (ESP, dice rolling, coin flipping, test taking), and in the use of peremptory challenges in jury selection. The remainder of the book applies mathematics and computing to real problems. Here the emphasis is on the art of expressing problems in ways that are amenable to computer analysis, with "assignments" for writing a number of computer programs for a wide variety of applications - in probability and statistics (a statistical comparison of two popular beers with the aid of a random number generator, a comparison of two roulette strategies, a statistical analysis of polling results, the Bell-Shaped Curve, and an analysis of a program aimed at reducing recidivism), in economic modeling (changing prices, inflation, mathematical tools for decision making, game theory), in optics (Fermat's principle, reflection and refraction, light caustics, funhouse mirrors, and an optical paradox), in Massachusetts local aid distribution, and in population models and ecology. Frank Wattenberg is Professor of Mathematics at the University of Massachusetts, Amherst.



Internetworking and Computing Over Satellite Networks

Internetworking and Computing Over Satellite Networks Author Yongguang Zhang
ISBN-10 1402074247
Release 2003-04-30
Pages 262
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The emphasis of this text is on data networking, internetworking and distributed computing issues. The material surveys recent work in the area of satellite networks, introduces certain state-of-the-art technologies, and presents recent research results in these areas.