Intelligent Data Analysis, Volume 4

Volume 4, Number 1, 2000

• Mohamed Quafafou, Moussa Boussouf:
  Generalized rough sets based feature selection. 3-17
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• Luis Talavera:
  Dependency-based feature selection for clustering symbolic data. 19-28
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• Shichao Zhang:
  A nearest neighborhood algebra for probabilistic databases. 29-49
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• Tzung-Pei Hong, Shyue-Liang Wang:
  Determining appropriate membership functions to simplify fuzzy induction. 51-66
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• Henrik André-Jönsson, Dushan Z. Badal:
  Indexing time series using signatures. 67-92
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Volume 4, Number 2, 2000

• David J. Hand, Douglas H. Fisher, Michael R. Berthold:
  Advances in intelligent data analysis. 93-95
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• Rob Potharst, Jan C. Bioch:
  Decision trees for ordinal classification. 97-111
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• Arthur Flexer, Herbert Bauer:
  Monitoring human information processing via intelligent data analysis of EEG recordings. 113-128
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• Xingang Huang, Feng Zhao:
  Relation-based aggregation: finding objects in large spatial datasets. 129-147
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• Thomas Hofmann:
  ProbMap - A probabilistic approach for mapping large document collections. 149-164
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• Bart J. A. Mertens, David J. Hand:
  Adjusted estimation for the combination of classifiers. 165-179
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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
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• Iztok Savnik, Peter A. Flach:
  Discovery of multivalued dependencies from relations. 195-211
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• Petri Kontkanen, Jussi Lahtinen, Petri Myllymäki, Tomi Silander, Henry Tirri:
  Supervised model-based visualization of high-dimensional data. 213-227
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• Tom Brijs, Koen Vanhoof, Geert Wets:
  Reducing redundancy in characteristic rule discovery by using integer programming techniques. 229-240
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• Abdelaziz Bouroumi, Mohamed Limouri, Abderrahmane Essaid:
  Unsupervised fuzzy learning and cluster seeking. 241-253
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• K. M. Ho, Paul D. Scott:
  Reducing decision tree fragmentation through attribute value grouping: A comparative study. 255-274
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• Yiannis S. Boutalis, Ioannis Andreadis, George D. Tambakis:
  A fast fuzzy K-nearest neighbour algorithm for pattern classification. 275-288
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• Tzung-Pei Hong, Tzu-Ting Wang, Shyue-Liang Wang:
  Knowledge acquisition from quantitative data using the rough-set theory. 289-304
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• Matej Sprogar, Peter Kokol, Spela Hleb Babic, Vili Podgorelec, Milan Zorman:
  Vector decision trees. 305-321
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• Dimitrios Kalles, Athanassios Papagelis, Eirini Ntoutsi:
  Induction of decision trees in numeric domains using set-valued attributes. 323-347
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• Sally I. McClean, Bryan W. Scotney, Mary Shapcott:
  Rule discovery for event histories. 349-362
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• Ivan Bruha:
  From machine learning to knowledge discovery: Survey of preprocessing and postprocessing. 363-374
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• Narate Lertpalangsunti, Christine W. Chan:
  An architectural framework for hybrid intelligent systems: Implementation issues. 375-393
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Volume 4, Number 5, 2000

• Fazel Famili:
  Editorial. 395
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• Borisas Bursteinas, James Allen Long:
  Tree structured classifiers, interconnected data, and predictive accuracy. 397-410
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• Rafael A. Calvo, H. Alejandro Ceccatto:
  Intelligent document classification. 411-420
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• Yuhui Yao, Yan Qiu Chen, Lihui Chen:
  A novel similarity measure for data clustering. 421-431
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• Te-Ming Tu, Pa-Yuan Chen:
  Determination of data dimensionality in hyperspectral imagery - A noise-adjusted transformed Derschgorin disk approach. 433-444
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• Ivan Bruha, Pavel Kralik, Petr Berka:
  Genetic learner: Discretization and fuzzification of numerical attributes. 445-460
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Volume 4, Number 6, 2000

• Fazel Famili:
  Editorial. 461
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• Ninan Sajeeth Philip, K. Babu Joseph:
  Boosting the differences: A fast Bayesian classifier neural network. 463-473
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• Joao Gama:
  Iterative Bayes. 475-488
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• Rila Mandala, Takenobu Tokunaga, Hozumi Tanaka:
  Improving information retrieval system performance by combining different text-mining techniques. 489-511
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• 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
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• Yu-To Chen:
  An application of radial basis function networks in operation of home appliances. 531-547
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