ERCIM 2008

Statistics with Incomplete Data

• Pruning Decision Trees with Fuzzy Concepts
  Matthias Steinbrecher
• Aggregate Loss Models: A Nonparametric Approach
  Ricardo Cao
• A Possible Extension of Upper and Lower Probabilities to the Case of Fuzzy Random Variables
  Wolfgang Trutschnig
• Hypothesis Testing about the Means of Fuzzy Random Variables
  Ana Colubi
• Fuzzy Techniques in the Analysis of Distributions of Real Random Variables
  Gil González-Rodríguez

Probabilistic Methods in Neural Networks

• Probabilistic Fuzzy Systems in Financial Modelling
  Uzay Kaymak
• Parameter-free Feature Selection with Mutual Information
  Michel Verleysen
• Fuzzy Text Mining and Digital Obesity
  Trevor Martin
• The Estimation of Prediction Error for Neural Networks: A Simulation Study
  Simone Borra
• Application of Neural Networks and Support Vector Machines to Pricing European Options
  Christakis Charalambous

Intelligent Data Analysis

• Learning from Data with Soft Class Labels using Mixture Models and Belief Functions
  Etienne Come
• Probabilistic Noise Clustering as M-Estimators
  Frank Klawonn
• Multi-criteria Ant Feature Selection in Intelligent Classification
  Joao M.C. Sousa
• Accelerating Fuzzy Clustering
  Christian Borgelt