The Mathematics Of Information Coding Extraction And Distribution

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The Mathematics of Information Coding, Extraction and Distribution

George Cybenko,Dianne P. O'Leary,Jorma Rissanen
The Mathematics of Information Coding Extraction and Distribution Book PDF

Author : George Cybenko,Dianne P. O'Leary,Jorma Rissanen
Publisher : Springer Science & Business Media
Page : 142 pages
File Size : 48,6 Mb
Release : 2012-12-06
Category : Mathematics
ISBN : 9781461215240

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The Mathematics of Information Coding, Extraction and Distribution by George Cybenko,Dianne P. O'Leary,Jorma Rissanen Pdf

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

Laszlo Györfi
Principles of Nonparametric Learning Book PDF

Author : Laszlo Györfi
Publisher : Springer
Page : 344 pages
File Size : 50,9 Mb
Release : 2014-05-04
Category : Technology & Engineering
ISBN : 9783709125687

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Principles of Nonparametric Learning by Laszlo Györfi Pdf

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

Nicolo Cesa-Bianchi,Gabor Lugosi
Prediction Learning and Games Book PDF

Author : Nicolo Cesa-Bianchi,Gabor Lugosi
Publisher : Cambridge University Press
Page : 4 pages
File Size : 42,6 Mb
Release : 2006-03-13
Category : Computers
ISBN : 9781139454827

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Prediction, Learning, and Games by Nicolo Cesa-Bianchi,Gabor Lugosi Pdf

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

Jerome R. Bellegarda
Latent Semantic Mapping Book PDF

Author : Jerome R. Bellegarda
Publisher : Morgan & Claypool Publishers
Page : 113 pages
File Size : 53,8 Mb
Release : 2007
Category : Computers
ISBN : 9781598291049

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Latent Semantic Mapping by Jerome R. Bellegarda Pdf

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 Multiscale Materials

Kenneth M. Golden,Geoffrey R. Grimmett,Richard D. James,Graeme W. Milton,Pabitra N. Sen
Mathematics of Multiscale Materials Book PDF

Author : Kenneth M. Golden,Geoffrey R. Grimmett,Richard D. James,Graeme W. Milton,Pabitra N. Sen
Publisher : Springer Science & Business Media
Page : 290 pages
File Size : 51,7 Mb
Release : 2012-12-06
Category : Technology & Engineering
ISBN : 9781461217282

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Mathematics of Multiscale Materials by Kenneth M. Golden,Geoffrey R. Grimmett,Richard D. James,Graeme W. Milton,Pabitra N. Sen Pdf

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.

Mathematics of Information and Coding

Te Sun Han,Kingo Kobayashi
Mathematics of Information and Coding Book PDF

Author : Te Sun Han,Kingo Kobayashi
Publisher : American Mathematical Soc.
Page : 306 pages
File Size : 52,6 Mb
Release : 2002
Category : Computers
ISBN : 0821842560

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Mathematics of Information and Coding by Te Sun Han,Kingo Kobayashi Pdf

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

Philip Maini,Hans Othmer
Mathematical Models for Biological Pattern Formation Book PDF

Author : Philip Maini,Hans Othmer
Publisher : Springer Science & Business Media
Page : 348 pages
File Size : 46,9 Mb
Release : 2000-10-06
Category : Mathematics
ISBN : 0387951032

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Mathematical Models for Biological Pattern Formation by Philip Maini,Hans Othmer Pdf

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.

Essays on Mathematical Robotics

John Baillieul,Shankar S. Sastry,Hector J. Sussmann
Essays on Mathematical Robotics Book PDF

Author : John Baillieul,Shankar S. Sastry,Hector J. Sussmann
Publisher : Springer Science & Business Media
Page : 382 pages
File Size : 50,6 Mb
Release : 2012-12-06
Category : Mathematics
ISBN : 9781461217107

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Essays on Mathematical Robotics by John Baillieul,Shankar S. Sastry,Hector J. Sussmann Pdf

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.

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

Carlos Castillo-Chavez,Sally Blower,Pauline van den Driessche,Denise Kirschner,Abdul-Aziz Yakubu
Mathematical Approaches for Emerging and Reemerging Infectious Diseases Models Methods and Theory Book PDF

Author : Carlos Castillo-Chavez,Sally Blower,Pauline van den Driessche,Denise Kirschner,Abdul-Aziz Yakubu
Publisher : Springer Science & Business Media
Page : 375 pages
File Size : 55,9 Mb
Release : 2012-12-06
Category : Medical
ISBN : 9781461300656

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Mathematical Approaches for Emerging and Reemerging Infectious Diseases: Models, Methods, and Theory by Carlos Castillo-Chavez,Sally Blower,Pauline van den Driessche,Denise Kirschner,Abdul-Aziz Yakubu Pdf

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.

Facilitation in Complexity

Renata Petrevska Nechkoska,Gjorgji Manceski,Geert Poels
Facilitation in Complexity Book PDF

Author : Renata Petrevska Nechkoska,Gjorgji Manceski,Geert Poels
Publisher : Springer Nature
Page : 388 pages
File Size : 49,7 Mb
Release : 2023-01-09
Category : Business & Economics
ISBN : 9783031110658

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Facilitation in Complexity by Renata Petrevska Nechkoska,Gjorgji Manceski,Geert Poels Pdf

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.

Advances in Learning Theory

Johan A. K. Suykens
Advances in Learning Theory Book PDF

Author : Johan A. K. Suykens
Publisher : IOS Press
Page : 442 pages
File Size : 48,7 Mb
Release : 2003
Category : Computers
ISBN : 1586033417

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Advances in Learning Theory by Johan A. K. Suykens Pdf

This text details advances in learning theory that relate to problems studied in neural networks, machine learning, mathematics and statistics.

Compatible Spatial Discretizations

Douglas N. Arnold,Pavel B. Bochev,Richard B. Lehoucq,Roy A. Nicolaides,Mikhail Shashkov
Compatible Spatial Discretizations Book PDF

Author : Douglas N. Arnold,Pavel B. Bochev,Richard B. Lehoucq,Roy A. Nicolaides,Mikhail Shashkov
Publisher : Springer Science & Business Media
Page : 247 pages
File Size : 52,5 Mb
Release : 2007-01-26
Category : Mathematics
ISBN : 9780387380346

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Compatible Spatial Discretizations by Douglas N. Arnold,Pavel B. Bochev,Richard B. Lehoucq,Roy A. Nicolaides,Mikhail Shashkov Pdf

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

Prathima Agrawal,Matthew D. Andrews,Philip J. Fleming,G. George Yin,Lisa Zhang
Wireless Communications Book PDF

Author : Prathima Agrawal,Matthew D. Andrews,Philip J. Fleming,G. George Yin,Lisa Zhang
Publisher : Springer Science & Business Media
Page : 370 pages
File Size : 52,9 Mb
Release : 2010-05-05
Category : Mathematics
ISBN : 9780387489452

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Wireless Communications by Prathima Agrawal,Matthew D. Andrews,Philip J. Fleming,G. George Yin,Lisa Zhang Pdf

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 Web Based Learning - ICWL 2007

Howard Leung,Frederick Li,Rynson Lau,Qing Li
Advances in Web Based Learning ICWL 2007 Book PDF

Author : Howard Leung,Frederick Li,Rynson Lau,Qing Li
Publisher : Springer
Page : 654 pages
File Size : 41,8 Mb
Release : 2008-03-14
Category : Computers
ISBN : 9783540781394

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Advances in Web Based Learning - ICWL 2007 by Howard Leung,Frederick Li,Rynson Lau,Qing Li Pdf

This year, we received a record high of about 180 submissions to ICWL 2007. From these, a total of 55 full papers plus one keynote paper were accepted for this LNCS proceedings volume, representing an acceptance rate of about 30%. The authors of these accepted papers were of a remarkable international diversity. We would like to thank all the reviewers for spending their precious time reviewing the papers and for providing valuable comments that aided significantly in the paper selection process. Authors of the best papers presented at this conference will be invited to submit extended versions of their papers for possible publication in 1) a special issue of IEEE Trans. on Knowledge and Data Engineering, for those papers relevant to knowledge and data engineering; and 2) a special issue of the International Journal of Distance Education Technologies (JDET), for papers of other areas. This was the first time that the ICWL conference was organized in Europe and 27 papers were from European researchers. We would like to thank our Organization Chair Dr. Taku Komura for spending an enormous amount of energy in coordinating the local arrangements. In fact, we would like to thank the entire conference organization committee for their hard work in putting together the conference. In particular, we would like to express our appreciation to our Registration Chair Dr.

Database Systems for Advanced Applications

Xin Wang,Maria Luisa Sapino,Wook-Shin Han,Amr El Abbadi,Gill Dobbie,Zhiyong Feng,Yingxiao Shao,Hongzhi Yin
Database Systems for Advanced Applications Book PDF

Author : Xin Wang,Maria Luisa Sapino,Wook-Shin Han,Amr El Abbadi,Gill Dobbie,Zhiyong Feng,Yingxiao Shao,Hongzhi Yin
Publisher : Springer Nature
Page : 781 pages
File Size : 43,7 Mb
Release : 2023-04-13
Category : Computers
ISBN : 9783031306372

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Database Systems for Advanced Applications by Xin Wang,Maria Luisa Sapino,Wook-Shin Han,Amr El Abbadi,Gill Dobbie,Zhiyong Feng,Yingxiao Shao,Hongzhi Yin Pdf

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.