Journal: Intell. Data Anal.

Volume 13, Issue 6

861 -- 872Ludmila I. Kuncheva, Indre Zliobaite. On the window size for classification in changing environments
873 -- 885Angelos Markos, George Menexes, Theophilos Papadimitriou. Multiple correspondence analysis for tall data sets
887 -- 899Mahdieh Soleymani Baghshah, Saeed Bagheri Shouraki. Metric learning for semi-supervised clustering using pairwise constraints and the geometrical structure of data
901 -- 915Evgueni N. Smirnov, Georgi I. Nalbantov, A. M. Kaptein. Meta-conformity approach to reliable classification
917 -- 942Pierre Loslever, Jean-Christophe Popieul, Philippe Simon. Using correspondence analysis with a large set of transition matrices. Example with eye movement data and fuzzy space windowing
943 -- 967Einat Marhasev, Meirav Hadad, Gal A. Kaminka, Uri Feintuch. The use of hidden semi-Markov models in clinical diagnosis maze tasks
969 -- 982María Guadalupe Villarreal Marroquín, Mary Carmen Acosta Cervantes, José Luis Martínez Flores, Mauricio Cabrera-Ríos. Time series: Empirical characterization and artificial neural network-based selection of forecasting techniques
983 -- 993Il Suh Son, Kyong Joo Oh, Tae-Yoon Kim, Chiho Kim, Jong-Du Do. Stock market stability index: An intelligent approach

Volume 13, Issue 5

689 -- 701Sergio Storari, Fabrizio Riguzzi, Evelina Lamma. Exploiting association and correlation rules parameters for learning Bayesian networks
703 -- 723Richard Jensen, Qiang Shen. Feature selection for aiding glass forensic evidence analysis
725 -- 740Margarida G. M. S. Cardoso, André Carlos Ponce de Leon Ferreira de Carvalho. Quality indices for (practical) clustering evaluation
741 -- 754Christophe G. Giraud-Carrier, Burdette Pixton, Roberto A. Rocha. Bariatric surgery performance: A predictive informatics case study
755 -- 793Jeffrey Chan, James Bailey, Christopher Leckie. Using graph partitioning to discover regions of correlated spatio-temporal change in evolving graphs
795 -- 813Sasa Petrovic, Bojana Dalbelo Basic, Annie Morin, Blaz Zupan, Jean-Hugues Chauchat. Textual features for corpus visualization using correspondence analysis
815 -- 832Ainura Madylova, Sule Gündüz Ögüdücü. Comparison of similarity measures for clustering Turkish documents
833 -- 857Ehsan Pazouki, Mohammad Rahmati. A novel multimedia data mining framework for information extraction of a soccer video stream

Volume 13, Issue 4

499 -- 539Wilson Wong, Wei Liu, Mohammed Bennamoun. A probabilistic framework for automatic term recognition
541 -- 554Ghorban Kheradmandian, Mohammad Rahmati. A new clustering approach using similarity of patterns texture
555 -- 573Federico Del Razo López, Anne Laurent, Maguelonne Teisseire, Pascal Poncelet. Tree mining: Equivalence classes for candidate generation
575 -- 597Chih Lai, Taras Rafa, Dwight E. Nelson. Approximate minimum spanning tree clustering in high-dimensional space
599 -- 631J. A. Olvera-López, José Francisco Martínez Trinidad, Jesús Ariel Carrasco-Ochoa, Josef Kittler. Prototype selection based on sequential search
633 -- 656Sadok Ben Yahia, Ghada Gasmi, Engelbert Mephu Nguifo. A new generic basis of factual and implicative association rules
657 -- 669Khalid Chougdali, Mohamed Jedra, Noureddine Zahid. Fuzzy linear and nonlinear discriminant analysis algorithms for face recognition
671 -- 686Mohammed Al-Shalalfa, Reda Alhajj. Cancer class prediction: Two stage clustering approach to identify informative genes

Volume 13, Issue 3

403 -- 404João Gama, Auroop R. Ganguly, Olufemi A. Omitaomu, Ranga Raju Vatsavai, Mohamed Medhat Gaber. Knowledge discovery from data streams
405 -- 422Eduardo J. Spinosa, André Carlos Ponce de Leon Ferreira de Carvalho, João Gama. Novelty detection with application to data streams
423 -- 434Pari Delir Haghighi, Arkady B. Zaslavsky, Shonali Krishnaswamy, Mohamed Medhat Gaber, Seng Wai Loke. Context-aware adaptive data stream mining
435 -- 455Amrudin Agovic, Arindam Banerjee, Auroop R. Ganguly, Vladimir Protopopescu. Anomaly detection using manifold embedding and its applications in transportation corridors
457 -- 475Betsy George, James M. Kang, Shashi Shekhar. Spatio-Temporal Sensor Graphs (STSG): A data model for the discovery of spatio-temporal patterns
477 -- 496Pedro Pereira Rodrigues, João Gama. A system for analysis and prediction of electricity-load streams

Volume 13, Issue 2

191 -- 206Faizah Shaari, Azuraliza Abu Bakar, Abdul Razak Hamdan. Outlier detection based on rough sets theory
207 -- 228Zheng Zhao, Huan Liu. Searching for interacting features in subset selection
229 -- 241Lev V. Utkin. A new ranking procedure by incomplete pairwise comparisons using preference subsets
243 -- 259Gisele L. Pappa, Alex Alves Freitas. Automatically evolving rule induction algorithms tailored to the prediction of postsynaptic activity in proteins
261 -- 300Ismael E. Arciniegas Rueda, Fabio A. Arciniegas. SOM-based data analysis of speculative attacks real effects
301 -- 335Sezin Karli, Yücel Saygin. Mining periodic patterns in spatio-temporal sequences at different time granularities
337 -- 358Carlos Ordonez. Models for association rules based on clustering and correlation
359 -- 383Unil Yun. On pushing weight constraints deeply into frequent itemset mining
385 -- 401Zoran Bosnic, Igor Kononenko. An overview of advances in reliability estimation of individual predictions in machine learning

Volume 13, Issue 1

3 -- 37Stijn Vanderlooy, Ida G. Sprinkhuizen-Kuyper, Evgueni N. Smirnov, H. Jaap van den Herik. The ROC isometrics approach to construct reliable classifiers
39 -- 59Gladys Castillo, João Gama. Adaptive Bayesian network classifiers
61 -- 84Ashkan Zarnani, Masoud Rahgozar, Caro Lucas, Fattaneh Taghiyareh. Effective spatial clustering methods for optimal facility establishment
85 -- 107Vandana Pursnani Janeja, Vijayalakshmi Atluri. Spatial outlier detection in heterogeneous neighborhoods
109 -- 133Arnaud Soulet, Bruno Crémilleux. Mining constraint-based patterns using automatic relaxation
135 -- 149Joshua E. Menke, Tony R. Martinez. Artificial neural network reduction through oracle learning
151 -- 163Jae Joon Ahn, Suk Jun Lee, Kyong Joo Oh, Tae-Yoon Kim. Intelligent forecasting for financial time series subject to structural changes
165 -- 188Mostafa Haghir Chehreghani, Morteza Haghir Chehreghani, Caro Lucas, Masoud Rahgozar, Euhanna Ghadimi. Efficient rule based structural algorithms for classification of tree structured data