Complexity in Information Theory, Yaser S. Abu-Mostafa

Автор: Jorma Rissanen
Название: Information and Complexity in Statistical Modeling
ISBN: 1441922679 ISBN-13(EAN): 9781441922670
Издательство: Springer
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Цена: 15372.00 р.
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Описание: The main theme in this book is to teach modeling based on the principle that the objective is to extract the information from data that can be learned with suggested classes of probability models. The prerequisites include basic probability calculus and statistics.

Автор: Christian Scheideler
Название: Structural Information and Communication Complexity
ISBN: 3319252577 ISBN-13(EAN): 9783319252575
Издательство: Springer
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Цена: 8944.00 р.
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Описание: Communication Patterns and Input Patterns in Distributed Computing.- Clock Synchronization and Estimation in Highly Dynamic Networks: An Information Theoretic Approach.- Node Labels in Local Decision.- Exact bounds for distributed graph colouring.- Essential Traffic Parameters for Shared Memory Switch Performance. -Scheduling Multipacket Frames With Frame Deadlines.- A Randomized Algorithm for Online Scheduling.- Online Admission Control and Embedding of Service Chains.- Optimizing Spread of Inuence in Social Networks via Partial Incentives.- Approximation Algorithms For Multi-Budgeted Network Design Problems.- Simple Distributed + 1 Coloring in the SINR Model.- Nearly Optimal Local Broadcasting in the SINR Model with Feedback.- Byzantine Gathering in Networks.- Signature-free Asynchronous Byzantine Systems: From Multivalued to Binary Consensus.- A Fast Network-Decomposition Algorithm and its Applications to Constant-Time Distributed Computation.- Path-Fault-Tolerant Approximate Shortest-Path Trees.- A faster computation of all the best swap edges of a tree spanner.- Randomized OBDD-Based Graph Algorithms.- On Fast and Robust Information Spreading in the Vertex-Congest Model.- Under the Hood of the Bakery Algorithm: Mutual Exclusion as a Matter of Priority.- The Computability of Relaxed Data Structures: Queues and Stacks as Examples.- Comparison-based Interactive Collaborative Filtering.- Coalescing walks on rotor-router systems.

Автор: Stephane P. Demri; Ewa Orlowska
Название: Incomplete Information: Structure, Inference, Complexity
ISBN: 3642075401 ISBN-13(EAN): 9783642075407
Издательство: Springer
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Цена: 23058.00 р.
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Описание: This monograph presents a systematic, exhaustive and up-to-date overview of formal methods and theories for data analysis and inference inspired by the concept of rough set. The formalisms developed are non-invasive in that only the actual information that is needed in the process of analysis without external sources of information being required.

Автор: Leif Azzopardi; Gabriella Kazai; Stephen Robertson
Название: Advances in Information Retrieval Theory
ISBN: 3642044166 ISBN-13(EAN): 9783642044168
Издательство: Springer
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Цена: 12577.00 р.
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Описание: The papers are categorized into four main themes: novel IR models, evaluation, efficiency, and new perspectives in IR. Twenty-one papers fall into the general theme of novel IR models, ranging from various retrieval models, query and term selection models, Web IR models, developments in novelty and diversity, to the modeling of user aspects.

Автор: Stinson, Douglas R.
Название: Cryptography: Theory and Practice, Third Edition
ISBN: 1584885084 ISBN-13(EAN): 9781584885085
Издательство: Taylor&Francis
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Цена: 7501.00 р.
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Описание: This third edition of a standard text provides complete coverage of the use of cryptographic protocols which establish a series of steps that must be taken before any type of secret transmission can be completed. The book shows the reader how the various parties to the transaction establish their cryptographic identities or keys. It covers many of the cryptographic tools used in network security along with topic such as copyright protection techniques and public key infrastructure. The book is a text for senior graduate courses introducing cryptography and is also a useful reference for professionals interested in network security and cryptographic protocols.

Автор: Ingo Alth?fer; Ning Cai; Gunter Dueck; Levon H. Kh
Название: Numbers, Information and Complexity
ISBN: 0792377656 ISBN-13(EAN): 9780792377658
Издательство: Springer
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Цена: 36570.00 р.
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Описание: His main areas of research are represented in the three sections, `Numbers and Combinations`, `Information Theory (Channels and Networks, Combinatorial and Algebraic Coding, Cryptology, with the related fields Data Compression, Entropy Theory, Symbolic Dynamics, Probability and Statistics)`, and `Complexity`.

Автор: Ingo Alth?fer; Ning Cai; Gunter Dueck; Levon H. Kh
Название: Numbers, Information and Complexity
ISBN: 1441949674 ISBN-13(EAN): 9781441949677
Издательство: Springer
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Цена: 36570.00 р.
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Описание: His main areas of research are represented in the three sections, `Numbers and Combinations`, `Information Theory (Channels and Networks, Combinatorial and Algebraic Coding, Cryptology, with the related fields Data Compression, Entropy Theory, Symbolic Dynamics, Probability and Statistics)`, and `Complexity`.

Автор: Thomas Moscibroda; Adele A. Rescigno
Название: Structural Information and Communication Complexity
ISBN: 3319035770 ISBN-13(EAN): 9783319035772
Издательство: Springer
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Цена: 6986.00 р.
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Описание: The typical areas include distributed computing, communication networks, game theory, parallel computing, social networks, mobile computing (including autonomous robots), peer to peer systems, communication complexity, fault tolerant graph theories and randomized/probabilistic issues in networks.

Автор: Jukka Suomela
Название: Structural Information and Communication Complexity
ISBN: 3319483137 ISBN-13(EAN): 9783319483139
Издательство: Springer
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Цена: 9224.00 р.
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Описание: This book constitutes the refereed proceedings of the 23rd International Colloquium on Structural Information and Communication Complexity, SIROCCO 2016, held in Helsinki, Finland in July 2016. The 25 full papers presented were carefully reviewed and selected from 50 submissions.