I. Automatic intelligent data analysis / Martin Spott, Detlef Nauck -- II. Random fuzzy sets / Hung Nguyen, Vladik Kreinovich, Gang Xiang -- III. Pattern discovery in gene expression data / Gráinne Kerr, Heather Ruskin, Martin Crane -- IV. Using "blackbox" algorithms such as TreeNET and random forests for data-ming and for finding meaningful patterns, relationships and outliers in complex ecological data / Erica Craig, Falk Huettmann -- V. A new approach to classification of imbalanced classes via Atanassov's intuitionistic fuzzy sets / Eulalia Szmidt, Marta Kukier -- VI. Fuzzy neural network models for knowledge discovery / Arun Kulkarni, Sara McCaslin -- VII. Genetic learning / Ivan Bruha -- VIII. Evolutionary computing / Thomas Potok, Xiaohui Cui, Yu Jiao -- IX. Particle identification using light scattering / M. Bartholomew-Biggs, Z. Ulanowski, S. Zakovic -- X. Exact markov chain Monte Carlo algorithms and their applications in probabilistic data analysis and inference / Dominic Lee -- XI. Design and development of knowledge bases for forward and reverse mappings of TIG welding process / J. Ganjigatti, Dilip Pratihar -- XII. A fuzzy decision tree analysis of traffic fatalities in the US / Malcolm Beynon -- XIII. New churn prediction strategies in the telecom industry / Dymitr Ruta, Christoph Adl, Detlef Nauck -- XIV. Intelligent classification and ranking analyses using CaRBS / Malcolm Beynon --

XV. Analysis of individual risk attitude for risk management based on cumulative prospect theory / Fei-Chen Hsu, Hsiao-Fan Wang -- XVI. Neural networks and bootstrap methods for regression models with dependent errors / Francesco Giordano, Michele La Rocca, Cira Perna -- XVII. Financial crisis modeling and prediction with a Hilbert-EMD-based SVM approach / Lean Yu, Shouyang Wang, Kin Lai -- XVIII. Virtual sampling with data construction analysis / Chun-Jung Huang, Hsiao-Fan Wang, Shouyang Wang.