The Mathematics of Information Coding, Extraction and Distribution

George Cybenko

ISBN 10: 1461271789 / ISBN 13: 9781461271789

Editore: Springer-Verlag New York Inc., 2012

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Dati bibliografici

• Titolo: The Mathematics of Information Coding, Extraction and Distribution
• Editore: Springer-Verlag New York Inc.
• Data di pubblicazione: 2012
• Lingua: Inglese
• ISBN 10: 1461271789
• ISBN 13: 9781461271789
• Rilegatura: Paperback / softback
• Condizione: New

Descrizione articolo

Riassunto

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.

Contenuti

Correspondences between variable length parsing and coding problems.- The foundations of information push and pull.- Copyright? Protection?.- Lossy compression, classification, and regression.- Latent semantic indexing via a semi-discrete matrix decomposition.- Worst case prediction over sequences under log loss.- Issues in multimedia databases: Coding for content-based image retrieval and digital copyright protection.