Intelligent Data Analysis, Volume 7

Volume 7, Number 1, 2003

Fazel Famili:
Editorial. 1-2
Alan M. Safer:
A comparison of two data mining techniques to predict abnormal stock market returns. 3-13
Eduardo R. Hruschka, Nelson F. F. Ebecken:
A genetic algorithm for cluster analysis. 15-25
Roman Pindur, Robert Susmaga:
Fast rule extraction with binary-coded relations. 27-42
Ahmed Al-Ani, Mohamed Deriche, Jalel Chebil:
A new mutual information based measure for feature selection. 43-57
Shitong Wang, Dong-jun Yu, Jing-Yu Yang:
Integrating rough set theory and fuzzy neural network to discover fuzzy rules. 59-73

Fazel Famili:
Editorial. 75
Leah Findlater, Howard J. Hamilton:
Iceberg-cube algorithms: An empirical evaluation on synthetic and real data. 77-97
Ivan Bruha, Josef Tkadlec:
Rule quality for multiple-rule classifier: Empirical expertise and theoretical methodology. 99-124
Peter Geibel, Kristina Schädler, Fritz Wysotzki:
Connectionist construction of prototypes from decision trees for graph classification. 125-140
Zidrina Pabarskaite:
Decision trees for web log mining. 141-154
Anne Laurent:
A new approach for the generation of fuzzy summaries based on fuzzy multidimensional databases. 155-177

Fazel Famili:
Editorial. 179
Christophe G. Giraud-Carrier, Olivier Povel:
Characterising Data Mining software. 181-192
Xavier Llorà, Josep Maria Garrell i Guiu:
Prototype induction and attribute selection via evolutionary algorithms. 193-208
Tao Li, Mitsunori Ogihara, Shenghuo Zhu:
Association-based similarity testing and its applications. 209-232
Nuanwan Soonthornphisaj, Boonserm Kijsirikul:
Iterative cross-training: An algorithm for web page categorization. 233-253
Chris Thornton:
Indirect sensing through abstractive learning. 255-266

Fazel Famili:
Editorial. 267
Gabriela Guimarães, Victor Sousa Lobo, Fernando Moura-Pires:
A taxonomy of Self-organizing Maps for temporal sequence processing. 269-290
Antonin Rozsypal, Miroslav Kubat:
Selecting representative examples and attributes by a genetic algorithm. 291-304
Tao Li, Shenghuo Zhu, Mitsunori Ogihara:
Algorithms for clustering high dimensional and distributed data. 305-326
Stergios Papadimitriou, Constantinos Terzidis:
Symbolic adaptive neuro-fuzzy inference for data mining of heterogenous data. 327-346
Robert J. Hilderman, Howard J. Hamilton:
Measuring the interestingness of discovered knowledge: A principled approach. 347-382

Fazel Famili:
Editorial. 383
Johannes Fürnkranz:
Round robin ensembles. 385-403
Nicolaos B. Karayiannis, Mary M. Randolph-Gips:
Non-Euclidean c-means clustering algorithms. 405-425
Lu Zhang, Frans Coenen, Paul H. Leng:
Setting attribute weights for k-NN based binary classification via quadratic programming. 427-441
Zoran Stejic, Yasufumi Takama, Kaoru Hirota:
Weighted Local Similarity Pattern as image similarity model incorporated in GA-based relevance feedback mechanism. 443-467
Francesco Bergadano, Daniele Gunetti, Claudia Picardi:
Identity verification through dynamic keystroke analysis. 469-496

Paula Brito, Donato Malerba:
Guest-editorial: Mining official data. 497-500
Reijo Sund:
Utilisation of administrative registers using scientific knowledge discovery. 501-519
Willi Klösgen, Michael May, Jim Petch:
Mining census data for spatial effects on mortality. 521-540
Annalisa Appice, Michelangelo Ceci, Antonietta Lanza, Francesca A. Lisi, Donato Malerba:
Discovery of spatial association rules in geo-referenced census data: A relational mining approach. 541-566
Gerhard Paass, Jörg Kindermann:
Bayesian regression mixtures of experts for geo-referenced data. 567-582
Edwin Diday, Floriana Esposito:
An introduction to symbolic data analysis and the SODAS software. 583-601
Sonia Frutos, Ernestina Menasalvas Ruiz, César Montes, Javier Segovia:
Calculating economic indexes per household and censal section from official Spanish databases. 603-613