Preface.- Introductory Sections: Imprecise Data, And Decision Making Under Fuzziness: M. Mares, R. Mesiar: Vagueness of Verbal Variables; R.R. Yager, M.T. Lamata: Decision Making Under Uncertainty with Nonnumeric Payoffs; S. Greco: Fuzzy Measures and Equilibrium Conditions on the Financial Market; M. Mares: Sharing Vague Profit in Fuzzy Cooperation.- Time Series Analyses and Prediction: S. Giove, P. Pellizzari: Time Series Filtering and Reconstruction Using Fuzzy Weighted Local Regression; O. Castillo, P. Melin: Automated Mathematical Modelling for Financial Time Series Prediction Combining Fuzzy Logic and Fractal Theory.- P.L. Belcarao, M. Corazza: A 2-Stage Artificial Neural Network Predictor with Application to Financial Time Series; R. Kozma, N.K. Kasabov: Generic Neuro-Fuzzy-Chaos Methodology for Time-Series Analysis and Building Intelligent Adaptive Systems; M. Krawczak: Dynamic Programming and Fuzzy Reinforcement of Backpropagation for Interest Rate Prediction.- Stock and Currency Markets: H. Tanaka, P. Guo: Portfolio Selection Based on Possibility Theory; S. Siekman, R. Neuneier, H.G. Zimmermann, R. Kruse: Neuro-Fuzzy Methods Applied to the German Stock Index DAX; M.A. Soares Macahado, L.A. Rodrigues Gaspar, A. Araújo de Freitas Jr., R. Castro Souza: IBOVESPA Neuro-Fuzzy Forecasting: A Case Study in Brazilian Capital Markets; K.K. Yen, S. Goshray: Application of Fuzzy Regression Models to Predict Exchange Rates for Composite Currencies; S. Goshray, K.K. Yen: A Fuzzy Inferencing Approach Towards the Chaotic Nature of Foreign Currency Interactions; S. Tano: Application of Fuzzy Methodologies to Financial Fields: FOREX Case Studies and Generalizations.- Corporate Financial Analyses: S. Benferhat, H. Farreny, H. Prade: Possibilistic Rule-Based Inference: A Case Study in Financial Analysis; R.A. Ribeiro, F. Moura-Pires: Financial Analysis of Non-Financial Companies with Neural Networks; P. Hofmeister: Customer Segmentation with Fuzzy Clustering; N. Vojdani, M. Bellmann: A Rejects Management Information System by Means of Fuzzy Logic.- Analyses and Calculation of Risk and Value: H.J. Rommelfanger: Fuzzy Logic Based Systems for Checking Credit Solvency of Small Business Firms; R. Weber: Applications of Fuzzy Logic for Creditworthiness Evaluation; R. Slowonski, C. Zapounodis, A.I. Dimitras, R. Susmaga: Rough Set Predictor of Business Failure; M.R. Simonelli: Fuzzy Insurance Premium Principles; G. Gim, Th. Whalen: Second Order Data Mining: Fire Risk Classification in a Newly-Developed Country; P.P. Bonissone, W. Cheetham, D.C. Golibersuch, P. Khedkar: Automated Residential Property Valuation: An Accurate and Reliable Approach Based on Soft Computing.- Auditing and Reporting: S.K. Dutta, R.P. Srivastava: Theoretical Investigation of Belief Revision in Auditing; E.H. Feroz, T.M. Kwon: Self-Organizing Fuzzy and MLP Approaches to Detecting Fraudulent Financial Reporting.