Intelligent Data Analysis, Volume 5

Volume 5, Number 1, 2001

Fazel Famili:
Editorial. 1
Pedro J. Zufiria, José Andrés Berzal:
Satellite data processing for meteorological nowcasting and very short range forecasting using neural networks. 3-21
Nicolas Valentin, Thierry Denoeux:
A neural network-based software sensor for coagulation control in a water treatment plant. 23-39
Daniel Calvelo, Marie-Christine Chambrin, Denis Pomorski:
From local trend extraction to symbolization of time-series. 41-57
Yau Shu Wong, Ben H. K. Lee, T. K. S. Wong:
Parameter extraction by parallel neural networks. 59-71
Engelbert Mephu Nguifo, Patrick Njiwoua:
IGLUE: A lattice-based constructive induction system. 73-91

Fazel Famili:
Editorial. 93
Zonglin Zhou, Huan Liu, Stan Z. Li, Chin-Seng Chua:
Rule mining with prior knowledge - a belief networks approach. 95-110
Tzung-Pei Hong, Ching-Yao Wang, Yu-Hui Tao:
A new incremental data mining algorithm using pre-large itemsets. 111-129
Shyue-Liang Wang, Jenn-Shing Tsai, Tzung-Pei Hong:
Discovering functional dependencies from similarity-based fuzzy relational databases. 131-149
Rita Cucchiara, Paola Mello, Massimo Piccardi, Fabrizio Riguzzi:
An application of machine learning and statistics to defect detection. 151-164
Andrew J. Fry:
A statistical approach to multivariate measurement validation. 165-188

Fazel Famili:
Editorial. 189
Francis Eng Hock Tay, Lijuan Cao:
A comparative study of saliency analysis and genetic algorithm for feature selection in support vector machines. 191-209
Songfeng Lu, Heping Hu, Fan Li:
Mining weighted association rules. 211-225
Ricardo Bezerra de Andrade e Silva, Teresa Bernarda Ludermir:
Hybrid systems of local basis functions. 227-244
Juan J. Rodríguez Diez, Carlos Alonso González, Henrik Boström:
Boosting interval based literals. 245-262
Raja Touahni, Abderrahmane Sbihi, M. Janati Idrissi:
Neural-morphological approach for pattern classification. 263-282

Fazel Famili:
Editorial. 283
Aleksandar Lazarevic, Zoran Obradovic:
Adaptive boosting techniques in heterogeneous and spatial databases. 285-308
Fang Liu, Zhengding Lu, Songfeng Lu:
Mining association rules using clustering. 309-326
Ning Chen, An Chen, Longxiang Zhou, Liu Lu:
A graph-based clustering algorithm in large transaction databases. 327-338
Francis Eng Hock Tay, Lijuan Cao:
Improved financial time series forecasting by combining Support Vector Machines with self-organizing feature map. 339-354
Choonjong Kwak, Jose A. Ventura, Karim Tofang-Sazi:
Automated defect inspection and classification of leather fabric. 355-370

Fazel Famili:
Editorial. 371
Arthur Flexer:
On the use of self-organizing maps for clustering and visualization. 373-384
Salim Chitroub, Amrane Houacine, Boualem Sansal:
Neuronal principal component analysis for an optimal representation of multispectral images. 385-403
Jesús S. Aguilar-Ruiz, José Cristóbal Riquelme Santos, Miguel Toro:
Data set Editing by Ordered Projection. 405-417
Azuraliza Abu Bakar, Md Nasir Sulaiman, Mohamed Othman, Mohd Hasan Selamat:
IP algorithms in compact rough classification modeling. 419-429
Lixiang Shen, Francis Eng Hock Tay:
A discretization method for rough sets theory. 431-438
Rosaria Silipo, Giuseppe Di Fatta:
Learning to reason about data: The spring school on intelligent data analysis. 439-442

Fazel Famili:
Editorial. 443
Floriana Esposito, Donato Malerba, Vittorio Marengo:
Inductive learning from numerical and symbolic data: An integrated framework. 445-461
Miroslav Kubat, Martin Cooperson Jr.:
A reduction technique for nearest-neighbor classification: Small groups of examples. 463-476
Yoshihiko Muto, Yoshihiko Hamamoto:
Improvement of the Parzen classifier in small training sample size situations. 477-490
Xinchuan Zeng, Tony R. Martinez:
An algorithm for correcting mislabeled data. 491-502
Paulo Félix, Senén Barro:
A fuzzy model for the representation and recognition of linguistically described trends. 503-529