Journal: Intell. Data Anal.

Volume 5, Issue 6

443 -- 0Fazel Famili. Editorial
445 -- 461Floriana Esposito, Donato Malerba, Vittorio Marengo. Inductive learning from numerical and symbolic data: An integrated framework
463 -- 476Miroslav Kubat, Martin Cooperson Jr.. A reduction technique for nearest-neighbor classification: Small groups of examples
477 -- 490Yoshihiko Muto, Yoshihiko Hamamoto. Improvement of the Parzen classifier in small training sample size situations
491 -- 502Xinchuan Zeng, Tony R. Martinez. An algorithm for correcting mislabeled data
503 -- 529Paulo Félix, Senén Barro. A fuzzy model for the representation and recognition of linguistically described trends

Volume 5, Issue 5

371 -- 0Fazel Famili. Editorial
373 -- 384Arthur Flexer. On the use of self-organizing maps for clustering and visualization
385 -- 403Salim Chitroub, Amrane Houacine, Boualem Sansal. Neuronal principal component analysis for an optimal representation of multispectral images
405 -- 417Jesús S. Aguilar-Ruiz, José Cristóbal Riquelme Santos, Miguel Toro. Data set Editing by Ordered Projection
419 -- 429Azuraliza Abu Bakar, Md Nasir Sulaiman, Mohamed Othman, Mohd Hasan Selamat. IP algorithms in compact rough classification modeling
431 -- 438Lixiang Shen, Francis Eng Hock Tay. A discretization method for rough sets theory
439 -- 442Rosaria Silipo, Giuseppe Di Fatta. Learning to reason about data: The spring school on intelligent data analysis

Volume 5, Issue 4

283 -- 0Fazel Famili. Editorial
285 -- 308Aleksandar Lazarevic, Zoran Obradovic. Adaptive boosting techniques in heterogeneous and spatial databases
309 -- 326Fang Liu, Zhengding Lu, Songfeng Lu. Mining association rules using clustering
327 -- 338Ning Chen, An Chen, Longxiang Zhou, Liu Lu. A graph-based clustering algorithm in large transaction databases
339 -- 354Francis Eng Hock Tay, Lijuan Cao. Improved financial time series forecasting by combining Support Vector Machines with self-organizing feature map
355 -- 370Choonjong Kwak, Jose A. Ventura, Karim Tofang-Sazi. Automated defect inspection and classification of leather fabric

Volume 5, Issue 3

189 -- 0Fazel Famili. Editorial
191 -- 209Francis Eng Hock Tay, Lijuan Cao. A comparative study of saliency analysis and genetic algorithm for feature selection in support vector machines
211 -- 225Songfeng Lu, Heping Hu, Fan Li. Mining weighted association rules
227 -- 244Ricardo Bezerra de Andrade e Silva, Teresa Bernarda Ludermir. Hybrid systems of local basis functions
245 -- 262Juan J. Rodríguez Diez, Carlos Alonso González, Henrik Boström. Boosting interval based literals
263 -- 282R. Touahni, Abderrahmane Sbihi, M. Janati Idrissi. Neural-morphological approach for pattern classification

Volume 5, Issue 2

93 -- 0Fazel Famili. Editorial
95 -- 110Zonglin Zhou, Huan Liu, Stan Z. Li, Chin-Seng Chua. Rule mining with prior knowledge - a belief networks approach
111 -- 129Tzung-Pei Hong, Ching-Yao Wang, Yu-Hui Tao. A new incremental data mining algorithm using pre-large itemsets
131 -- 149Shyue-Liang Wang, Jenn-Shing Tsai, Tzung-Pei Hong. Discovering functional dependencies from similarity-based fuzzy relational databases
151 -- 164Rita Cucchiara, Paola Mello, Massimo Piccardi, Fabrizio Riguzzi. An application of machine learning and statistics to defect detection

Volume 5, Issue 1

1 -- 0Fazel Famili. Editorial
3 -- 21Pedro J. Zufiria, José Andrés Berzal. Satellite data processing for meteorological nowcasting and very short range forecasting using neural networks
23 -- 39Nicolas Valentin, Thierry Denoeux. A neural network-based software sensor for coagulation control in a water treatment plant
41 -- 57Daniel Calvelo, Marie-Christine Chambrin, Denis Pomorski. From local trend extraction to symbolization of time-series
59 -- 71Yau Shu Wong, Ben H. K. Lee, T. K. S. Wong. Parameter extraction by parallel neural networks
73 -- 91Engelbert Mephu Nguifo, Patrick Njiwoua. IGLUE: A lattice-based constructive induction system