Advances in Intelligent Data Analysis

This book constitutes the refereed proceedings of the 4th International Conference on Intelligent Data Analysis, IDA 2001, held in Cascais, Portugal, in September 2001. The 37 revised full papers presented were carefully reviewed and selected from a total of almost 150 submissions. All current aspects of this interdisciplinary field are addressed; the areas covered include statistics, artificial intelligence, neural networks, machine learning, data mining, and interactive dynamic data visualization.

ISBN	3540425810	Published in	Berlin
ISBN13	9783540425816 (What's this?)	Conference location	Cascais
Publisher	Springer-Verlag Berlin and Heidelberg GmbH & Co. KG	Conference name	International Conference, IDA 2001
Imprint	Springer-Verlag Berlin and Heidelberg GmbH & Co. K	Conference year	2001
Format	Paperback	Series editor	Goos, G., Hartmanis, J., Leeuwen, J. van
Publication date	05 Sep 2001	Series ISSN	2189
Library of Congress	2001053289	Series title	Lecture Notes in Computer Science
DEWEY	006.3	Height (mm)	234
DEWEY edition	DC21	Width (mm)	156
Pages	404	Spine width (mm)	21
Volumes	1	Academic level	Undergraduate, Postgraduate, Professional / Scholarly
Weight (grammes)	565

		Feature Characterization in Scientific Datasets by Elizabeth Bradley and Nancy Collins and W. Philip Kegelmeyer		1
		Relevance Feedback in the Bayesian Network Retrieval Model: An Approach Based on Term Instantiation by Luis M. de Campos and Juan M. Fernandez-Luna and Juan F. Huete		13
		Generating Fuzzy Summaries from Fuzzy Multidimensional Databases by Anne Laurent		24
		A Mixture-of-Experts Framework for Learning from Imbalanced Data Sets by Andrew Estabrooks and Nathalie Japkowicz		34
		Predicting Time-Varying Functions with Local Models by Achim Lewandowski and Peter Protzel		44
		Building Models of Ecological Dynamics Using HMM Based Temporal Data Clustering - A Preliminary Study by Cen Li and Gautam Biswas and Mike Dale		53
		Tagging with Small Training Corpora by Nuno C. Marques and Gabriel Pereira Lopes		63
		A Search Engine for Morphologically Complex Languages by Udo Hahn and Martin Honeck and Stefan Schulz		73
		Errors Detection and Correction in Large Scale Data Collecting by Renato Bruns and Antonio Sassano		84
		A New Framework to Assess Association Rules by Fernando Berzal and Ignacio Blanco and Daniel Sanchez		95
		Communities of Interest by Corinna Cortes and Daryl Pregibon and Chris Colinsky		105
		An Evaluation of Grading Classifiers by Alexander K. Seewald and Johannes Furnkranz		115
		Finding Informative Rules in Interval Sequences by Frank Hoppner and Frank Klawonn		125
		Correlation-Based and Contextual Merit-Based Ensemble Feature Selection by Seppo Puuronen and Alexy Tsymbal and Iryna Skrypnyk		135
		Nonmetric Multidimensional Scaling with Neural Networks by Michiel C. van Wezel and Walter A. Kosters and Peter van der Putten		145
		Functional Trees for Regression by Joao Gama		156
		Data Mining with Products of Trees by Jose Tome A. S. Ferreira and David G. T. Denison and David J. Hand		167
		S[superscript 3] Bagging: Fast Classifier Induction Method with Subsampling and Bagging by Masahiro Terabe and Takashi Washio and Hiroshi Motoda		177
		More...

Be the first to write a customer review

4th International Conference, IDA 2001, Cascais, Portugal, September 13-15,

Buying options