Intelligent Data Analysis, Volume 4

Volume 4, Number 1, 2000

Mohamed Quafafou, Moussa Boussouf:
Generalized rough sets based feature selection. 3-17
Luis Talavera:
Dependency-based feature selection for clustering symbolic data. 19-28
Shichao Zhang:
A nearest neighborhood algebra for probabilistic databases. 29-49
Tzung-Pei Hong, Shyue-Liang Wang:
Determining appropriate membership functions to simplify fuzzy induction. 51-66
Henrik André-Jönsson, Dushan Z. Badal:
Indexing time series using signatures. 67-92

Volume 4, Number 2, 2000

David J. Hand, Douglas H. Fisher, Michael R. Berthold:
Advances in intelligent data analysis. 93-95
Rob Potharst, Jan C. Bioch:
Decision trees for ordinal classification. 97-111
Arthur Flexer, Herbert Bauer:
Monitoring human information processing via intelligent data analysis of EEG recordings. 113-128
Xingang Huang, Feng Zhao:
Relation-based aggregation: finding objects in large spatial datasets. 129-147
Thomas Hofmann:
ProbMap - A probabilistic approach for mapping large document collections. 149-164
Bart J. A. Mertens, David J. Hand:
Adjusted estimation for the combination of classifiers. 165-179

Volume 4, Numbers 3-4, 2000

Abdelhakim Ameur El Imrani, Abdelaziz Bouroumi, Mohamed Limouri, Abderrahmane Essaid:
A coevolutionary genetic algorithm using fuzzy clustering. 183-193
Iztok Savnik, Peter A. Flach:
Discovery of multivalued dependencies from relations. 195-211
Petri Kontkanen, Jussi Lahtinen, Petri Myllymäki, Tomi Silander, Henry Tirri:
Supervised model-based visualization of high-dimensional data. 213-227
Tom Brijs, Koen Vanhoof, Geert Wets:
Reducing redundancy in characteristic rule discovery by using integer programming techniques. 229-240
Abdelaziz Bouroumi, Mohamed Limouri, Abderrahmane Essaid:
Unsupervised fuzzy learning and cluster seeking. 241-253
K. M. Ho, Paul D. Scott:
Reducing decision tree fragmentation through attribute value grouping: A comparative study. 255-274
Yiannis S. Boutalis, Ioannis Andreadis, George D. Tambakis:
A fast fuzzy K-nearest neighbour algorithm for pattern classification. 275-288
Tzung-Pei Hong, Tzu-Ting Wang, Shyue-Liang Wang:
Knowledge acquisition from quantitative data using the rough-set theory. 289-304
Matej Sprogar, Peter Kokol, Spela Hleb Babic, Vili Podgorelec, Milan Zorman:
Vector decision trees. 305-321
Dimitrios Kalles, Athanassios Papagelis, Eirini Ntoutsi:
Induction of decision trees in numeric domains using set-valued attributes. 323-347
Sally I. McClean, Bryan W. Scotney, Mary Shapcott:
Rule discovery for event histories. 349-362
Ivan Bruha:
From machine learning to knowledge discovery: Survey of preprocessing and postprocessing. 363-374
Narate Lertpalangsunti, Christine W. Chan:
An architectural framework for hybrid intelligent systems: Implementation issues. 375-393

Volume 4, Number 5, 2000

Fazel Famili:
Editorial. 395
Borisas Bursteinas, James Allen Long:
Tree structured classifiers, interconnected data, and predictive accuracy. 397-410
Rafael A. Calvo, H. Alejandro Ceccatto:
Intelligent document classification. 411-420
Yuhui Yao, Yan Qiu Chen, Lihui Chen:
A novel similarity measure for data clustering. 421-431
Te-Ming Tu, Pa-Yuan Chen:
Determination of data dimensionality in hyperspectral imagery - A noise-adjusted transformed Derschgorin disk approach. 433-444
Ivan Bruha, Pavel Kralik, Petr Berka:
Genetic learner: Discretization and fuzzification of numerical attributes. 445-460

Volume 4, Number 6, 2000

Fazel Famili:
Editorial. 461
Ninan Sajeeth Philip, K. Babu Joseph:
Boosting the differences: A fast Bayesian classifier neural network. 463-473
Joao Gama:
Iterative Bayes. 475-488
Rila Mandala, Takenobu Tokunaga, Hozumi Tanaka:
Improving information retrieval system performance by combining different text-mining techniques. 489-511
Jorge C. G. Ramirez, Diane J. Cook, Lynn L. Peterson, Dolores M. Peterson:
An event set approach to sequence discovery in medical data. 513-530
Yu-To Chen:
An application of radial basis function networks in operation of home appliances. 531-547