The Mathematics Of Information Coding Extraction And Distribution PDF Download

The Mathematics of Information Coding  Extraction and Distribution PDF
Author: George Cybenko
Publisher: Springer Science & Business Media
Size: 27.50 MB
Format: PDF, Docs
Category : Mathematics
Languages : en
Pages : 137
View: 2061

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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.

Prediction Learning And Games PDF Download

Prediction  Learning  and Games PDF
Author: Nicolo Cesa-Bianchi
Publisher: Cambridge University Press
Size: 80.49 MB
Format: PDF, ePub
Category : Computers
Languages : en
Pages :
View: 262

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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.

Principles Of Nonparametric Learning PDF Download

Principles of Nonparametric Learning PDF
Author: Laszlo Gy├Ârfi
Publisher: Springer
Size: 50.11 MB
Format: PDF
Category : Technology & Engineering
Languages : en
Pages : 335
View: 6630

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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.

Codes Systems And Graphical Models PDF Download

Codes  Systems  and Graphical Models PDF
Author: Brian Marcus
Publisher: Springer Science & Business Media
Size: 14.84 MB
Format: PDF, Docs
Category : Computers
Languages : en
Pages : 513
View: 6391

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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.

Wireless Security Models Threats And Solutions PDF Download

Wireless Security  Models  Threats  and Solutions PDF
Author: Randall K. Nichols
Publisher: McGraw Hill Professional
Size: 49.27 MB
Format: PDF, ePub, Mobi
Category : Computers
Languages : en
Pages : 657
View: 2656

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Nichols and Lekkas uncover the threats and vunerablilities unique to the wireless communication, telecom, broadband, and satellite markets. They provide an overview of current commercial security solutions available on the open market.