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Showing 1 - 4 of 4 matches in All Departments
The result of the 1993 Connectionist Models Summer School, the
papers in this volume exemplify the tremendous breadth and depth of
research underway in the field of neural networks. Although the
slant of the summer school has always leaned toward cognitive
science and artificial intelligence, the diverse scientific
backgrounds and research interests of accepted students and invited
faculty reflect the broad spectrum of areas contributing to neural
networks, including artificial intelligence, cognitive science,
computer science, engineering, mathematics, neuroscience, and
physics. Providing an accurate picture of the state of the art in
this fast-moving field, the proceedings of this intense two-week
program of lectures, workshops, and informal discussions contains
timely and high-quality work by the best and the brightest in the
neural networks field.
The book is a summary of a time series forecasting competition that was held a number of years ago. It aims to provide a snapshot of the range of new techniques that are used to study time series, both as a reference for experts and as a guide for novices.
Proceedings of a NATO Advanced Research Workshop on Comparative Time Series Analysis, held in Santa Fe, New Mexico, May 1992, to present the results of the Santa Fe Time Series Prediction and Analysis Competition, which brought together an international group of time series experts from a wide varie
Computational finance, an exciting new cross-disciplinary research area, draws extensively on the tools and techniques of computer science, statistics, information systems, and financial economics. This book covers the techniques of data mining, knowledge discovery, genetic algorithms, neural networks, bootstrapping, machine learning, and Monte Carlo simulation. These methods are applied to a wide range of problems in finance, including risk management, asset allocation, style analysis, dynamic trading and hedging, forecasting, and option pricing. The book is based on the sixth annual international conference Computational Finance 1999, held at New York University's Stern School of Business.
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