The Mathematics Of Information Coding Extraction And Distribution

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The Mathematics of Information Coding, Extraction and Distribution

Author : George Cybenko
Publisher : Springer Science & Business Media
ISBN 13 : 1461215242
Total Pages : 142 pages
Book Rating : 4.4/5 (612 download)

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Book Synopsis The Mathematics of Information Coding, Extraction and Distribution by : George Cybenko

Download or read book The Mathematics of Information Coding, Extraction and Distribution written by George Cybenko and published by Springer Science & Business Media. This book was released on 2012-12-06 with total page 142 pages. Available in PDF, EPUB and Kindle. Book excerpt: High performance computing consumes and generates vast amounts of data, and the storage, retrieval, and transmission of this data are major obstacles to effective use of computing power. Challenges inherent in all of these operations are security, speed, reliability, authentication and reproducibility. This workshop focused on a wide variety of technical results aimed at meeting these challenges. Topics ranging from the mathematics of coding theory to the practicalities of copyright preservation for Internet resources drew spirited discussion and interaction among experts in diverse but related fields. We hope this volume contributes to continuing this dialogue.

Principles of Nonparametric Learning

Author : Laszlo Györfi
Publisher : Springer
ISBN 13 : 3709125685
Total Pages : 344 pages
Book Rating : 4.7/5 (91 download)

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Book Synopsis Principles of Nonparametric Learning by : Laszlo Györfi

Download or read book Principles of Nonparametric Learning written by Laszlo Györfi and published by Springer. This book was released on 2014-05-04 with total page 344 pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume provides a systematic in-depth analysis of nonparametric learning. It covers the theoretical limits and the asymptotical optimal algorithms and estimates, such as pattern recognition, nonparametric regression estimation, universal prediction, vector quantization, distribution and density estimation, and genetic programming.

Prediction, Learning, and Games

Author : Nicolo Cesa-Bianchi
Publisher : Cambridge University Press
ISBN 13 : 113945482X
Total Pages : 4 pages
Book Rating : 4.1/5 (394 download)

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Book Synopsis Prediction, Learning, and Games by : Nicolo Cesa-Bianchi

Download or read book Prediction, Learning, and Games written by Nicolo Cesa-Bianchi and published by Cambridge University Press. This book was released on 2006-03-13 with total page 4 pages. Available in PDF, EPUB and Kindle. Book excerpt: This important text and reference for researchers and students in machine learning, game theory, statistics and information theory offers a comprehensive treatment of the problem of predicting individual sequences. Unlike standard statistical approaches to forecasting, prediction of individual sequences does not impose any probabilistic assumption on the data-generating mechanism. Yet, prediction algorithms can be constructed that work well for all possible sequences, in the sense that their performance is always nearly as good as the best forecasting strategy in a given reference class. The central theme is the model of prediction using expert advice, a general framework within which many related problems can be cast and discussed. Repeated game playing, adaptive data compression, sequential investment in the stock market, sequential pattern analysis, and several other problems are viewed as instances of the experts' framework and analyzed from a common nonstochastic standpoint that often reveals new and intriguing connections.

Latent Semantic Mapping

Author : Jerome R. Bellegarda
Publisher : Morgan & Claypool Publishers
ISBN 13 : 1598291041
Total Pages : 113 pages
Book Rating : 4.5/5 (982 download)

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Book Synopsis Latent Semantic Mapping by : Jerome R. Bellegarda

Download or read book Latent Semantic Mapping written by Jerome R. Bellegarda and published by Morgan & Claypool Publishers. This book was released on 2007 with total page 113 pages. Available in PDF, EPUB and Kindle. Book excerpt: In information retrieval, Latent Semantic Mapping enables retrieval on the basis of conceptual content instead of merely matching words between queries and documents. It operates under the assumption that there is some latent semantic structure in the data, which is partially obscured by the randomness of word choice with respect to retrieval. Algebraic and/or statistical techniques are brought to bear to estimate this structure and get rid of the obscuring "noise." This results in a parsimonious continuous parameter description of words and documents, which then replaces the original parameterization in indexing and retrieval.This monograph gives a general overview of the framework and underscores the multi-faceted benefits it can bring to a number of problems in natural language understanding and spoken language processing. It concludes with a discussion of the inherent trade-offs associated with the approach and some perspectives on its general applicability to unsupervised information extraction.

Mathematics of Information and Coding

Author : Te Sun Han
Publisher : American Mathematical Soc.
ISBN 13 : 9780821842560
Total Pages : 306 pages
Book Rating : 4.8/5 (425 download)

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Book Synopsis Mathematics of Information and Coding by : Te Sun Han

Download or read book Mathematics of Information and Coding written by Te Sun Han and published by American Mathematical Soc.. This book was released on 2002 with total page 306 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book is intended to provide engineering and/or statistics students, communications engineers, and mathematicians with the firm theoretic basis of source coding (or data compression) in information theory. Although information theory consists of two main areas, source coding and channel coding, the authors choose here to focus only on source coding. The reason is that, in a sense, it is more basic than channel coding, and also because of recent achievements in source coding and compression. An important feature of the book is that whenever possible, the authors describe universal coding methods, i.e., the methods that can be used without prior knowledge of the statistical properties of the data. The authors approach the subject of source coding from the very basics to the top frontiers in an intuitively transparent, but mathematically sound, manner. The book serves as a theoretical reference for communication professionals and statisticians specializing in information theory. It will also serve as an excellent introductory text for advanced-level and graduate students taking elementary or advanced courses in telecommunications, electrical engineering, statistics, mathematics, and computer science.

Mathematical Models for Biological Pattern Formation

Author : Philip Maini
Publisher : Springer Science & Business Media
ISBN 13 : 9780387951034
Total Pages : 348 pages
Book Rating : 4.9/5 (51 download)

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Book Synopsis Mathematical Models for Biological Pattern Formation by : Philip Maini

Download or read book Mathematical Models for Biological Pattern Formation written by Philip Maini and published by Springer Science & Business Media. This book was released on 2000-10-06 with total page 348 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Mathematical Approaches for Emerging and Reemerging Infectious Diseases: Models, Methods, and Theory

Author : Carlos Castillo-Chavez
Publisher : Springer Science & Business Media
ISBN 13 : 1461300657
Total Pages : 375 pages
Book Rating : 4.4/5 (613 download)

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Book Synopsis Mathematical Approaches for Emerging and Reemerging Infectious Diseases: Models, Methods, and Theory by : Carlos Castillo-Chavez

Download or read book Mathematical Approaches for Emerging and Reemerging Infectious Diseases: Models, Methods, and Theory written by Carlos Castillo-Chavez and published by Springer Science & Business Media. This book was released on 2012-12-06 with total page 375 pages. Available in PDF, EPUB and Kindle. Book excerpt: This IMA Volume in Mathematics and its Applications MATHEMATICAL APPROACHES FOR EMERGING AND REEMERGING INFECTIOUS DISEASES: MODELS, AND THEORY METHODS is based on the proceedings of a successful one week workshop. The pro ceedings of the two-day tutorial which preceded the workshop "Introduction to Epidemiology and Immunology" appears as IMA Volume 125: Math ematical Approaches for Emerging and Reemerging Infectious Diseases: An Introduction. The tutorial and the workshop are integral parts of the September 1998 to June 1999 IMA program on "MATHEMATICS IN BI OLOGY. " I would like to thank Carlos Castillo-Chavez (Director of the Math ematical and Theoretical Biology Institute and a member of the Depart ments of Biometrics, Statistics and Theoretical and Applied Mechanics, Cornell University), Sally M. Blower (Biomathematics, UCLA School of Medicine), Pauline van den Driessche (Mathematics and Statistics, Uni versity of Victoria), and Denise Kirschner (Microbiology and Immunology, University of Michigan Medical School) for their superb roles as organizers of the meetings and editors of the proceedings. Carlos Castillo-Chavez, es pecially, made a major contribution by spearheading the editing process. I am also grateful to Kenneth L. Cooke (Mathematics, Pomona College), for being one of the workshop organizers and to Abdul-Aziz Yakubu (Mathe matics, Howard University) for serving as co-editor of the proceedings. I thank Simon A. Levin (Ecology and Evolutionary Biology, Princeton Uni versity) for providing an introduction.

Mathematics of Multiscale Materials

Author : Kenneth M. Golden
Publisher : Springer Science & Business Media
ISBN 13 : 1461217288
Total Pages : 290 pages
Book Rating : 4.4/5 (612 download)

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Book Synopsis Mathematics of Multiscale Materials by : Kenneth M. Golden

Download or read book Mathematics of Multiscale Materials written by Kenneth M. Golden and published by Springer Science & Business Media. This book was released on 2012-12-06 with total page 290 pages. Available in PDF, EPUB and Kindle. Book excerpt: The 1995-1996 program at the Institute for Mathematics and its Applications was devoted to mathematical methods in material science, and was attended by materials scientists, physicists, geologists, chemists engineers, and mathematicians. This volume contains chapters which emerged from four of the workshops, focusing on disordered materials; interfaces and thin films; mechanical response of materials from angstroms to meters; and phase transformation, composite materials and microstructure. The scales treated in these workshops ranged from the atomic to the macroscopic, the microstructures from ordered to random, and the treatments from "purely" theoretical to highly applied. Taken together, these results form a compelling and broad account of many aspects of the science of multi-scale materials, and will hopefully inspire research across the self-imposed barriers of twentieth century science.

Database Systems for Advanced Applications

Author : Xin Wang
Publisher : Springer Nature
ISBN 13 : 3031306376
Total Pages : 781 pages
Book Rating : 4.0/5 (313 download)

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Book Synopsis Database Systems for Advanced Applications by : Xin Wang

Download or read book Database Systems for Advanced Applications written by Xin Wang and published by Springer Nature. This book was released on 2023-04-13 with total page 781 pages. Available in PDF, EPUB and Kindle. Book excerpt: The four-volume set LNCS 13943, 13944, 13945 and 13946 constitutes the proceedings of the 28th International Conference on Database Systems for Advanced Applications, DASFAA 2023, held in April 2023 in Tianjin, China. The total of 125 full papers, along with 66 short papers, are presented together in this four-volume set was carefully reviewed and selected from 652 submissions. Additionally, 15 industrial papers, 15 demo papers and 4 PhD consortium papers are included. The conference presents papers on subjects such as model, graph, learning, performance, knowledge, time, recommendation, representation, attention, prediction, and network.

Essays on Mathematical Robotics

Author : John Baillieul
Publisher : Springer Science & Business Media
ISBN 13 : 1461217105
Total Pages : 382 pages
Book Rating : 4.4/5 (612 download)

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Book Synopsis Essays on Mathematical Robotics by : John Baillieul

Download or read book Essays on Mathematical Robotics written by John Baillieul and published by Springer Science & Business Media. This book was released on 2012-12-06 with total page 382 pages. Available in PDF, EPUB and Kindle. Book excerpt: The chapters in this book present an excellent exposition of recent developments in both robotics and nonlinear control centering around "hyper-redundancy", highly oscillatory inputs, optimal control, exterior differential systems, and the use of generic loops. The principal topics covered in the book are: adaptive control for a class of nonlinear systems, event-based motion planning, nonlinear control synthesis and path planning in robotics with special emphasis on nonholonomic and "hyper-redundant" robotic systems, control design and stabilization of driftless affine control systems (of the type arising in the kinematic control of nonholonomic robotic systems), control design methods for Hamiltonian systems and exterior differential systems. The chapter covering exterior differential systems contains a detailed introduction to the use of exterior differential methods, including the Goursat and extended Goursat normal forms and their application to path planning for nonholonomic systems.

Codes, Systems, and Graphical Models

Author : Brian Marcus
Publisher : Springer Science & Business Media
ISBN 13 : 1461301653
Total Pages : 520 pages
Book Rating : 4.4/5 (613 download)

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Book Synopsis Codes, Systems, and Graphical Models by : Brian Marcus

Download or read book Codes, Systems, and Graphical Models written by Brian Marcus and published by Springer Science & Business Media. This book was released on 2012-12-06 with total page 520 pages. Available in PDF, EPUB and Kindle. Book excerpt: Coding theory, system theory, and symbolic dynamics have much in common. A major new theme in this area of research is that of codes and systems based on graphical models. This volume contains survey and research articles from leading researchers at the interface of these subjects.

Compatible Spatial Discretizations

Author : Douglas N. Arnold
Publisher : Springer Science & Business Media
ISBN 13 : 0387380345
Total Pages : 247 pages
Book Rating : 4.3/5 (873 download)

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Book Synopsis Compatible Spatial Discretizations by : Douglas N. Arnold

Download or read book Compatible Spatial Discretizations written by Douglas N. Arnold and published by Springer Science & Business Media. This book was released on 2007-01-26 with total page 247 pages. Available in PDF, EPUB and Kindle. Book excerpt: The IMA Hot Topics workshop on compatible spatialdiscretizations was held in 2004. This volume contains original contributions based on the material presented there. A unique feature is the inclusion of work that is representative of the recent developments in compatible discretizations across a wide spectrum of disciplines in computational science. Abstracts and presentation slides from the workshop can be accessed on the internet.

Wireless Communications

Author : Prathima Agrawal
Publisher : Springer Science & Business Media
ISBN 13 : 0387489452
Total Pages : 370 pages
Book Rating : 4.3/5 (874 download)

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Book Synopsis Wireless Communications by : Prathima Agrawal

Download or read book Wireless Communications written by Prathima Agrawal and published by Springer Science & Business Media. This book was released on 2010-05-05 with total page 370 pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume contains papers based on invited talks given at the 2005 IMA Summer Workshop on Wireless Communications, held at the Institute for Mathematics and Its Applications, University of Minnesota, June 22 - July 1, 2005. It presents some of the highlights of the workshop, and collects papers covering a broad spectrum of important and pressing issues in wireless communications.

Advances in Learning Theory

Author : Johan A. K. Suykens
Publisher : IOS Press
ISBN 13 : 9781586033415
Total Pages : 442 pages
Book Rating : 4.0/5 (334 download)

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Book Synopsis Advances in Learning Theory by : Johan A. K. Suykens

Download or read book Advances in Learning Theory written by Johan A. K. Suykens and published by IOS Press. This book was released on 2003 with total page 442 pages. Available in PDF, EPUB and Kindle. Book excerpt: This text details advances in learning theory that relate to problems studied in neural networks, machine learning, mathematics and statistics.

Algorithms for Parallel Processing

Author : Michael T. Heath
Publisher : Springer Science & Business Media
ISBN 13 : 9780387986807
Total Pages : 388 pages
Book Rating : 4.9/5 (868 download)

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Book Synopsis Algorithms for Parallel Processing by : Michael T. Heath

Download or read book Algorithms for Parallel Processing written by Michael T. Heath and published by Springer Science & Business Media. This book was released on 1998-12-14 with total page 388 pages. Available in PDF, EPUB and Kindle. Book excerpt: This IMA Volume in Mathematics and its Applications ALGORITHMS FOR PARALLEL PROCESSING is based on the proceedings of a workshop that was an integral part of the 1996-97 IMA program on "MATHEMATICS IN HIGH-PERFORMANCE COMPUTING. " The workshop brought together algorithm developers from theory, combinatorics, and scientific computing. The topics ranged over models, linear algebra, sorting, randomization, and graph algorithms and their analysis. We thank Michael T. Heath of University of lllinois at Urbana (Com puter Science), Abhiram Ranade of the Indian Institute of Technology (Computer Science and Engineering), and Robert S. Schreiber of Hewlett Packard Laboratories for their excellent work in organizing the workshop and editing the proceedings. We also take this opportunity to thank the National Science Founda tion (NSF) and the Army Research Office (ARO), whose financial support made the workshop possible. A vner Friedman Robert Gulliver v PREFACE The Workshop on Algorithms for Parallel Processing was held at the IMA September 16 - 20, 1996; it was the first workshop of the IMA year dedicated to the mathematics of high performance computing. The work shop organizers were Abhiram Ranade of The Indian Institute of Tech nology, Bombay, Michael Heath of the University of Illinois, and Robert Schreiber of Hewlett Packard Laboratories. Our idea was to bring together researchers who do innovative, exciting, parallel algorithms research on a wide range of topics, and by sharing insights, problems, tools, and methods to learn something of value from one another.

Facilitation in Complexity

Author : Renata Petrevska Nechkoska
Publisher : Springer Nature
ISBN 13 : 303111065X
Total Pages : 388 pages
Book Rating : 4.0/5 (311 download)

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Book Synopsis Facilitation in Complexity by : Renata Petrevska Nechkoska

Download or read book Facilitation in Complexity written by Renata Petrevska Nechkoska and published by Springer Nature. This book was released on 2023-01-09 with total page 388 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book trailblazes co-evolution approaches which have been prototyped and tried out by the authors, with global academic and practitioner backgrounds. It was devised to help humanity, people, perceived as complex adaptive systems, to self-organize, co-create, and manage complexity, by showcasing with own example, as individuals and open networks. The book bundles main components needed for facilitation in complexity, while each chapter covers conceptual solutions for specific complexity strategies, tactics, operations - projects. These solutions serve as blueprints and roadmaps, providing approaches for practitioners and researchers alike. The main features incorporated in all the approaches are transcending silos and organizational hierarchies toward a borderless collaboration between diverse stakeholders with dynamic roles and accountabilities regarding purposes, missions and solutions. The book includes suggestions for strategic, tactical and operational managerial and governance approaches for disruptive, short-term, innovative, open, large-scale engagements where rapid onboarding, situational awareness, innovation and innovation in context, and action are expected while fast facilitation, dynamic reconfiguration, and self-organization are required. It also describes how long-term sustained co-creative action needs to be facilitated, to adapt to external and internal complexity dynamics while initiating positive change. This book showcases how co-creation and co-dreaming emerge with co-evolution. Chapters 1, 2, and 11 are available open access under a Creative Commons Attribution 4.0 International License via link.springer.com.

Symmetries and Overdetermined Systems of Partial Differential Equations

Author : Michael Eastwood
Publisher : Springer Science & Business Media
ISBN 13 : 0387738312
Total Pages : 565 pages
Book Rating : 4.3/5 (877 download)

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Book Synopsis Symmetries and Overdetermined Systems of Partial Differential Equations by : Michael Eastwood

Download or read book Symmetries and Overdetermined Systems of Partial Differential Equations written by Michael Eastwood and published by Springer Science & Business Media. This book was released on 2009-04-23 with total page 565 pages. Available in PDF, EPUB and Kindle. Book excerpt: This three-week summer program considered the symmetries preserving various natural geometric structures. There are two parts to the proceedings. The articles in the first part are expository but all contain significant new material. The articles in the second part are concerned with original research. All articles were thoroughly refereed and the range of interrelated work ensures that this will be an extremely useful collection.