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GAO-04-1099T Social Security Numbers: Use Is Widespread and Protections Vary in Private and Public Sectors
GAO-04-768T Social Security Numbers: Use Is Widespread and Protections Vary
This concise but comprehensive textbook reviews the most popular neural-network methods and their associated techniques. Each chapter provides state-of-the-art descriptions of important major research results of the respective neural-network methods. A range of relevant computational intelligence topics, such as fuzzy logic and evolutionary algorithms – powerful tools for neural-network learning – are introduced. The systematic survey of neural-network models and exhaustive references list will point readers toward topics for future research. The algorithms outlined also make this textbook a valuable reference for scientists and practitioners working in pattern recognition, signal processing, speech and image processing, data analysis and artificial intelligence.
" ... analyzes the issues relating to the deduction by an employer for a "reasonable allowance" under [section] 162(a) for compensation paid with regard to personal services rendered. It discusses in depth the factors applied in determining reasonableness, the necessity for the actual performance of services, situations where a deduction for reasonable compensation is not allowable, and other aspects of reasonable compensation. Various tax planning and controversy considerations also are discussed"--Portfolio description (p. iii).