New Designs -- A New MAC Construction ALRED and a Specific Instance ALPHA-MAC -- New Applications of T-Functions in Block Ciphers and Hash Functions -- The Poly1305-AES Message-Authentication Code -- Stream Ciphers I -- Narrow T-Functions -- A New Class of Single Cycle T-Functions -- F-FCSR: Design of a New Class of Stream Ciphers -- Boolean Functions -- Cryptographically Significant Boolean Fu…
Pushing Constraints to Detect Local Patterns -- From Local to Global Patterns: Evaluation Issues in Rule Learning Algorithms -- Pattern Discovery Tools for Detecting Cheating in Student Coursework -- Local Pattern Detection and Clustering -- Local Patterns: Theory and Practice of Constraint-Based Relational Subgroup Discovery -- Visualizing Very Large Graphs Using Clustering Neighborhoods -- Fe…
1 Introduction -- 1 Introduction -- 2 Preliminaries and Monograph Structure -- I Combinatorial Bounds -- 3 Johnson-Type Bounds and Applications to List Decoding -- 4 Limits to List Decodability -- 5 List Decodability Vs. Rate -- II Code Constructions and Algorithms -- 6 Reed-Solomon and Algebraic-Geometric Codes -- 7 A Unified Framework for List Decoding of Algebraic Codes -- 8 List Decoding of…
A Background for Networked Digital Media -- Digital Coding of Audio and Video -- Communication Networks and Technologies -- Internet Protocols, Services and Software -- Media Protocols and Applications.This text is a light technical introduction to the three technical foundations for multimedia applications across the Internet: communications (principles, technologies and networking), compressi…
Part I. Regular Sessions: Knowledge Discovery and Exploration -- Part II. Regular Sessions: Computational Linguistics -- Part III. Regular Sessions: Search Engines -- Part IV. Regular Sessions: Biologically Motivated Algorithms and Systems -- Part V. Regular Sessions: Statistical and Database Methods in AI -- Part VI. Poster Session -- Part VII. Invited Session: Syntactic Parsing and Machine Le…
to Network System Modeling -- Layer Structures -- Node Structures -- Modeling Vertical and Horizontal Partitions -- Management and Traffic Systems -- Applying AMLn.The book describes a method for creating models of telecom systems. The method is intended for practicing network architects and designers. This method emphasizes modeling the (very complex) functional structure of networks in a way …
The Mathematics of Learning -- Logical Regression Analysis: From Mathematical Formulas to Linguistic Rules -- A Feature/Attribute Theory for Association Mining and Constructing the Complete Feature Set -- A New Theoretical Framework for K-means-type Clustering -- Clustering via Decision Tree Construction -- Incremental Mining on Association Rules -- Mining Association Rules from Tabular Data Gu…
Neural Networks: An Overview -- Modeling with Neural Networks: Principles and Model Design Methodology -- Modeling Metholodgy: Dimension Reduction and Resampling Methods -- Neural Identification of Controlled Dynamical Systems and Recurrent Networks -- Closed-Loop Control Learning -- Discrimination -- Self-Organizing Maps and Unsupervised Classification -- Neural Networks without Training for O…
Signal Analysis -- Probability Theory and Random Processes -- Speech Coding -- Amplitude Modulation -- Quadrature Amplitude Modulation -- Angle Modulation -- Propagation Channels -- Carrier Transmission -- Mobile Cellular Telephony.Communication Systems is as an introductory textbook, presenting Fourier transform, convolution, and definitions of autocorrelation and power spectral density. It al…
Tour d’horizon -- Channel models for digital transmission -- Coding in a signal space -- Fading channels -- Trellis representation of codes -- Coding on a trellis: Convolutional codes -- Trellis-coded modulation -- Codes on graphs -- LDPC and turbo codes -- Multiple antennas -- Facts from information theory -- Facts from matrix theory -- Random variables, vectors, and matrices -- Computation …