Intelligent Data Analysis, Volume 5

Volume 5, Number 1, 2001

• Fazel Famili:
  Editorial. 1
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• Pedro J. Zufiria, José Andrés Berzal:
  Satellite data processing for meteorological nowcasting and very short range forecasting using neural networks. 3-21
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• Nicolas Valentin, Thierry Denoeux:
  A neural network-based software sensor for coagulation control in a water treatment plant. 23-39
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• Daniel Calvelo, Marie-Christine Chambrin, Denis Pomorski:
  From local trend extraction to symbolization of time-series. 41-57
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• Yau Shu Wong, Ben H. K. Lee, T. K. S. Wong:
  Parameter extraction by parallel neural networks. 59-71
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• Engelbert Mephu Nguifo, Patrick Njiwoua:
  IGLUE: A lattice-based constructive induction system. 73-91
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Volume 5, Number 2, 2001

• Fazel Famili:
  Editorial. 93
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• Zonglin Zhou, Huan Liu, Stan Z. Li, Chin-Seng Chua:
  Rule mining with prior knowledge - a belief networks approach. 95-110
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• Tzung-Pei Hong, Ching-Yao Wang, Yu-Hui Tao:
  A new incremental data mining algorithm using pre-large itemsets. 111-129
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• Shyue-Liang Wang, Jenn-Shing Tsai, Tzung-Pei Hong:
  Discovering functional dependencies from similarity-based fuzzy relational databases. 131-149
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• Rita Cucchiara, Paola Mello, Massimo Piccardi, Fabrizio Riguzzi:
  An application of machine learning and statistics to defect detection. 151-164
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• Andrew J. Fry:
  A statistical approach to multivariate measurement validation. 165-188
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Volume 5, Number 3, 2001

• Fazel Famili:
  Editorial. 189
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• Francis Eng Hock Tay, Lijuan Cao:
  A comparative study of saliency analysis and genetic algorithm for feature selection in support vector machines. 191-209
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• Songfeng Lu, Heping Hu, Fan Li:
  Mining weighted association rules. 211-225
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• Ricardo Bezerra de Andrade e Silva, Teresa Bernarda Ludermir:
  Hybrid systems of local basis functions. 227-244
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• Juan J. Rodríguez Diez, Carlos Alonso González, Henrik Boström:
  Boosting interval based literals. 245-262
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• R. Touahni, Abderrahmane Sbihi, M. Janati Idrissi:
  Neural-morphological approach for pattern classification. 263-282
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Volume 5, Number 4, 2001

• Fazel Famili:
  Editorial. 283
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• Aleksandar Lazarevic, Zoran Obradovic:
  Adaptive boosting techniques in heterogeneous and spatial databases. 285-308
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• Fang Liu, Zhengding Lu, Songfeng Lu:
  Mining association rules using clustering. 309-326
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• Ning Chen, An Chen, Longxiang Zhou, Liu Lu:
  A graph-based clustering algorithm in large transaction databases. 327-338
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• Francis Eng Hock Tay, Lijuan Cao:
  Improved financial time series forecasting by combining Support Vector Machines with self-organizing feature map. 339-354
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• Choonjong Kwak, Jose A. Ventura, Karim Tofang-Sazi:
  Automated defect inspection and classification of leather fabric. 355-370
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Volume 5, Number 5, 2001

• Fazel Famili:
  Editorial. 371
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• Arthur Flexer:
  On the use of self-organizing maps for clustering and visualization. 373-384
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• Salim Chitroub, Amrane Houacine, Boualem Sansal:
  Neuronal principal component analysis for an optimal representation of multispectral images. 385-403
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• Jesús S. Aguilar-Ruiz, José Cristóbal Riquelme Santos, Miguel Toro:
  Data set Editing by Ordered Projection. 405-417
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• Azuraliza Abu Bakar, Md Nasir Sulaiman, Mohammad Othman, Mohd Hasan Selamat:
  IP algorithms in compact rough classification modeling. 419-429
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• Lixiang Shen, Francis Eng Hock Tay:
  A discretization method for rough sets theory. 431-438
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• Rosaria Silipo, Giuseppe Di Fatta:
  Learning to reason about data: The spring school on intelligent data analysis. 439-442
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Volume 5, Number 6, 2001

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