Decision Technologies for Financial Engineering: Proceedings of the Fourth International Conference on Neural Networks in the Capital Markets (Nncm ... California, USA 20-22 November 199: 7 - Brossura

International Conference On Neural Networks In The Capital Markets 199; Abu-Mostafa, Yaser S.; Refenes, Apostolos-Paul

Brossura

ISBN 10: 9810231245 ISBN 13: 9789810231248

Casa editrice: World Scientific Pub Co Inc, 1997

Riassunto

This volume selects the best contributions from the Fourth International Conference on Neural Networks in the Capital Markets (NNCM). The conference brought together academics from several disciplines with strategists and decision makers from the financial industries.The various chapters present and compare new techniques from many areas including data mining, information systems, machine learning, and statistical artificial intelligence. The volume focuses on evaluating their usefulness for problems in computational finance and financial engineering.Applications - risk management; asset allocation; dynamic trading and hedging; forecasting; trading cost control. Markets - equity; foreign exchange; bond; commodity; derivatives; Approaches - data mining; statistical AI; machine learning; Monte Carlo simulation; bootstrapping; genetic algorithms; nonparametric methods; fuzzy logic.The chapters emphasizes in-depth and comparative evaluation with established approaches.

Dettagli dell?edizione

• Editore: World Scientific Pub Co Inc
• Data di pubblicazione: 1997
• ISBN 10: 9810231245
• ISBN 13: 9789810231248
• Rilegatura: Copertina flessibile
• Lingua: Inglese
• Numero di pagine: 417
• Redattore: Abu-Mostafa Yaser S., Refenes Apostolos-Paul, Weigend Andreas S.