Intelligent Data Analysis, Volume 6

Volume 6, Number 1, 2002

Fazel Famili:
Editorial. 1
Zheng Rong Yang, Robert G. Harrison:
Analysing company performance using templates. 3-15
Wieslaw Szczesny:
Grade correspondence analysis applied to contingency tables and questionnaire data. 17-51
María-Dolores Cubiles-de-la-Vega, Rafael Pino-Mejías, Antonio Pascual-Acosta, Joaquín Muñoz-García:
Building neural network forecasting models from time series ARIMA models: A procedure and a comparative analysis. 53-65
Lijuan Cao, Qingming Gu:
Dynamic support vector machines for non-stationary time series forecasting. 67-83
Markus Anderle, Douglas R. Hundley, Michael J. Kirby:
The Bilipschitz criterion for dimension reduction mapping design. 85-104

Fazel Famili:
Editorial. 105
Rabha Allaoui, Abderrahmane Sbihi:
Convexity dependant hyperbolic filtering scheme for mode detection in pattern classification. 107-128
Mark Last:
Online classification of nonstationary data streams. 129-147
Huma Lodhi, Grigoris J. Karakoulas, John Shawe-Taylor:
Boosting strategy for classification. 149-174
Kyong Joo Oh, Kyoung-jae Kim:
Piecewise nonlinear model for financial time series forecasting with artificial neural networks. 175-185
Salim Chitroub, Amrane Houacine, Boualem Sansal:
A new PCA-based method for data compression and enhancement of multi-frequency polarimetric SAR imagery. 187-207

Special Issue: Papers From IDA 2001

Guest-editorial. 209
Corinna Cortes, Daryl Pregibon, Chris Volinsky:
Communities of interest. 211-219
Fernando Berzal Galiano, Ignacio J. Blanco, Daniel Sánchez, María Amparo Vila Miranda:
Measuring the accuracy and interest of association rules: A new framework. 221-235
Frank Höppner, Frank Klawonn:
Finding informative rules in interval sequences. 237-255
Achim Lewandowski, Peter Protzel:
Predicting time-varying functions with local models. 257-265
Paul Kellam, Xiaohui Liu, Nigel J. Martin, Christine A. Orengo, Stephen Swift, Allan Tucker:
A framework for modelling virus gene expression data. 267-279
Cen Li, Gautam Biswas, Mike B. Dale, Pat Dale:
Matryoshka: A HMM based temporal data clustering methodology for modeling system dynamics. 281-308

Fazel Famili:
Editorial. 309
Jorma Laurikkala:
Instance-based data reduction for improved identification of difficult small classes. 311-322
Rolly Intan, Masao Mukaidono:
Generalization of Rough sets and its applications in information system. 323-339
Baptiste Jeudy, Jean-François Boulicaut:
Optimization of association rule mining queries. 341-357
Dimuthu Prasanna Makawita, Kian-Lee Tan, Huan Liu:
Sampling from databases using B^+-Trees. 359-377
Alina Beygelzimer, Chang-Shing Perng, Sheng Ma:
Fast ordering of large categorical datasets for visualization. 379-395

Fazel Famili:
Editorial. 397
Ching-Yao Wang, Tzung-Pei Hong, Shian-Shyong Tseng:
Maintenance of discovered sequential patterns for record deletion. 399-410
Markku Siermala, Martti Juhola:
Behaviour of protein secondary structure types in the sequence space of a certain length. 411-427
Nathalie Japkowicz, Shaju Stephen:
The class imbalance problem: A systematic study. 429-449
Shashi Shekhar, Chang-Tien Lu, Pusheng Zhang:
Detecting graph-based spatial outliers. 451-468
Ashish Gupta, Ajay Mathur:
Adaptive delivery of E-commerce web sites. 469-480

Fazel Famili:
Editorial. 481
Jochen Garcke, Michael Griebel:
Classification with sparse grids using simplicial basis functions. 483-502
Steve Counsell, Xiaohui Liu, Janet McFall, Stephen Swift, Allan Tucker:
Evolutionary algorithms for grouping high dimensional Email data. 503-516
Jonathan Moody, Ricardo Bezerra de Andrade e Silva, Joseph Vanderwaart, Joseph Ramsey, Clark Glymour:
Classification and filtering of spectra: A case study in mineralogy. 517-530
YongSeog Kim, W. Nick Street, Filippo Menczer:
Evolutionary model selection in unsupervised learning. 531-556
Estevam R. Hruschka Jr., Nelson F. F. Ebecken:
Missing values prediction with K2. 557-566

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