Xiaohui Liu, Paul R. Cohen, Michael R. Berthold (Eds.):
Advances in Intelligent Data Analysis, Reasoning about Data, Second International Symposium, IDA-97, London, UK, August 4-6, 1997, Proceedings.
Lecture Notes in Computer Science 1280 Springer 1997, ISBN 3-540-63346-4
David J. Hand:
Intelligent Data Analysis: Issues and Opportunities.
1-14
Section I: Exploratory Data Analysis, Preprocessing, and Tools
Michael William Muller:
Managing Dialogue in a Statistical Expert Assistant with a Cluster-Based User Model.
29-40
Section II: Classification and Feature Selection
Section III: Medical Applications
Vera Kamp,
Frank Wietek:
Intelligent Support for Multidimensional Data Analysis in Environmental Epidemiology.
299-310
Section IV: Soft Computing
Andreas Lapp,
H.-G. Kranz:
Neuro-Fuzzy Diagnosis System with a Rated Diagnosis Reliability and Visual Data Analysis.
371-382
Meltem Turhan:
Genetic Fuzzy Clustering by Means of Discovering Membership Functions.
383-393
Section V: Knowledge Discovery and Data Mining
David McSherry:
A Strategy for Increasing the Efficiency of Rule Discovery in Data Mining.
397-408
Section VI: Estimation, Clustering
Yurij Kharin:
Robustness of Clustering under Outliers.
501-511
Section VII: Data Quality
Section VIII: Qualitative Models
Sarah Boyd:
Detecting and Describing Patterns in Time-Varying Data Using Wavelets.
585-596
Olaf Wolkenhauer:
Qualitative Uncertainty Models from Random Set Theory.
609-620