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ORCIDIntelligent Data Analysis, Volume 13
Volume 13, Number 1, 2009
- Stijn Vanderlooy, Ida G. Sprinkhuizen-Kuyper, Evgueni N. Smirnov, H. Jaap van den Herik:
The ROC isometrics approach to construct reliable classifiers. 3-37 - Gladys Castillo, João Gama
:
Adaptive Bayesian network classifiers. 39-59 - Ashkan Zarnani, Masoud Rahgozar, Caro Lucas, Fattaneh Taghiyareh:
Effective spatial clustering methods for optimal facility establishment. 61-84 - Vandana Pursnani Janeja, Vijayalakshmi Atluri:
Spatial outlier detection in heterogeneous neighborhoods. 85-107 - Arnaud Soulet, Bruno Crémilleux:
Mining constraint-based patterns using automatic relaxation. 109-133 - Joshua E. Menke, Tony R. Martinez:
Artificial neural network reduction through oracle learning. 135-149 - Jae Joon Ahn, Suk Jun Lee, Kyong Joo Oh, Tae Yoon Kim:
Intelligent forecasting for financial time series subject to structural changes. 151-163 - Mostafa Haghir Chehreghani, Morteza Haghir Chehreghani, Caro Lucas, Masoud Rahgozar, Euhanna Ghadimi:
Efficient rule based structural algorithms for classification of tree structured data. 165-188
Volume 13, Number 2, 2009
- Faizah Shaari, Azuraliza Abu Bakar, Abdul Razak Hamdan:
Outlier detection based on rough sets theory. 191-206 - Zheng Zhao, Huan Liu:
Searching for interacting features in subset selection. 207-228 - Lev V. Utkin:
A new ranking procedure by incomplete pairwise comparisons using preference subsets. 229-241 - Gisele L. Pappa, Alex Alves Freitas:
Automatically evolving rule induction algorithms tailored to the prediction of postsynaptic activity in proteins. 243-259 - Ismael E. Arciniegas Rueda, Fabio A. Arciniegas:
SOM-based data analysis of speculative attacks' real effects. 261-300 - Sezin Karli, Yücel Saygin:
Mining periodic patterns in spatio-temporal sequences at different time granularities. 301-335 - Carlos Ordonez:
Models for association rules based on clustering and correlation. 337-358 - Unil Yun:
On pushing weight constraints deeply into frequent itemset mining. 359-383 - Zoran Bosnic, Igor Kononenko:
An overview of advances in reliability estimation of individual predictions in machine learning. 385-401
Volume 13, Number 3, 2009
- João Gama, Auroop R. Ganguly, Olufemi A. Omitaomu, Ranga Raju Vatsavai, Mohamed Medhat Gaber:
Knowledge discovery from data streams. 403-404 - Eduardo Jaques Spinosa, André Carlos Ponce de Leon Ferreira de Carvalho, João Gama:
Novelty detection with application to data streams. 405-422 - Pari Delir Haghighi, Arkady B. Zaslavsky, Shonali Krishnaswamy, Mohamed Medhat Gaber, Seng Wai Loke:
Context-aware adaptive data stream mining. 423-434 - Amrudin Agovic, Arindam Banerjee, Auroop R. Ganguly, Vladimir Protopopescu:
Anomaly detection using manifold embedding and its applications in transportation corridors. 435-455 - Betsy George, James M. Kang, Shashi Shekhar:
Spatio-Temporal Sensor Graphs (STSG): A data model for the discovery of spatio-temporal patterns. 457-475 - Pedro Pereira Rodrigues, João Gama:
A system for analysis and prediction of electricity-load streams. 477-496
Volume 13, Number 4, 2009
- Wilson Wong, Wei Liu, Mohammed Bennamoun:
A probabilistic framework for automatic term recognition. 499-539 - Ghorban Kheradmandian, Mohammad Rahmati:
A new clustering approach using similarity of patterns texture. 541-554 - Federico Del Razo López, Anne Laurent, Maguelonne Teisseire, Pascal Poncelet:
Tree mining: Equivalence classes for candidate generation. 555-573 - Chih Lai, Taras Rafa, Dwight E. Nelson:
Approximate minimum spanning tree clustering in high-dimensional space. 575-597 - José Arturo Olvera-López, José Francisco Martínez Trinidad, Jesús Ariel Carrasco-Ochoa, Josef Kittler:
Prototype selection based on sequential search. 599-631 - Sadok Ben Yahia, Ghada Gasmi, Engelbert Mephu Nguifo:
A new generic basis of "factual" and "implicative" association rules. 633-656 - Khalid Chougdali, Mohamed Jedra, Noureddine Zahid:
Fuzzy linear and nonlinear discriminant analysis algorithms for face recognition. 657-669 - Mohammed Al-Shalalfa, Reda Alhajj:
Cancer class prediction: Two stage clustering approach to identify informative genes. 671-686
Volume 13, Number 5, 2009
- Sergio Storari, Fabrizio Riguzzi, Evelina Lamma:
Exploiting association and correlation rules parameters for learning Bayesian networks. 689-701 - Richard Jensen, Qiang Shen:
Feature selection for aiding glass forensic evidence analysis. 703-723 - Margarida G. M. S. Cardoso, André Carlos Ponce de Leon Ferreira de Carvalho:
Quality indices for (practical) clustering evaluation. 725-740 - Christophe G. Giraud-Carrier, Burdette Pixton, Roberto A. Rocha:
Bariatric surgery performance: A predictive informatics case study. 741-754 - Jeffrey Chan, James Bailey, Christopher Leckie:
Using graph partitioning to discover regions of correlated spatio-temporal change in evolving graphs. 755-793 - Sasa Petrovic, Bojana Dalbelo Basic, Annie Morin, Blaz Zupan, Jean-Hugues Chauchat:
Textual features for corpus visualization using correspondence analysis. 795-813 - Ainura Madylova, Sule Gündüz Ögüdücü:
Comparison of similarity measures for clustering Turkish documents. 815-832 - Ehsan Pazouki, Mohammad Rahmati:
A novel multimedia data mining framework for information extraction of a soccer video stream. 833-857
Volume 13, Number 6, 2009
- Ludmila I. Kuncheva, Indre Zliobaite:
On the window size for classification in changing environments. 861-872 - Angelos I. Markos, George Menexes, Theophilos Papadimitriou:
Multiple correspondence analysis for "tall" data sets. 873-885 - Mahdieh Soleymani Baghshah, Saeed Bagheri Shouraki:
Metric learning for semi-supervised clustering using pairwise constraints and the geometrical structure of data. 887-899 - Evgueni N. Smirnov, Georgi I. Nalbantov, A. M. Kaptein:
Meta-conformity approach to reliable classification. 901-915 - Pierre 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. 917-942 - Einat Marhasev, Meirav Hadad, Gal A. Kaminka, Uri Feintuch:
The use of hidden semi-Markov models in clinical diagnosis maze tasks. 943-967 - María 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. 969-982 - Il Suh Son, Kyong Joo Oh, Tae Yoon Kim, Chiho Kim, Jong-Du Do:
Stock market stability index: An intelligent approach. 983-993
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