Introduction to Information Theory and Data Compression, Second Edition An effective blend of carefully explained theory and practical applications, this text imparts the fundamentals of both information theory and data compression. Although the two topics are related, this unique text allows either topic to be presented independently, and it was specifically designed so that the data compression section requires...
Perceptual Computing: Aiding People in Making Subjective Judgments
Explains for the first time how "computing with words" can aidin making subjective judgments
Lotfi Zadeh, the father of fuzzy logic, coined the phrase"computing with words" (CWW) to describe a methodology in which theobjects of computation are words and propositions drawn from anatural language....
Matrix Methods, Third Edition: Applied Linear Algebra
Matrix Methods: Applied Linear Algebra, 3e, as a textbook, provides a unique and comprehensive balance between the theory and computation of matrices. The application of matrices is not just for mathematicians. The use by other disciplines has grown dramatically over the years in response to the rapid changes in technology. Matrix methods is...
Core Concepts in Data Analysis: Summarization, Correlation and Visualization
In this textbook, I take an unconventional approach to data analysis. Its contents
are heavily influenced by the idea that data analysis should help in enhancing and
augmenting knowledge of the domain as represented by the concepts and statements
of relation between them. According to this view, two main pathways for
data analysis are...
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