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
Volume 13,
Number 3,
2009
Knowledge Discovery from Data Streams
- João Gama, Auroop R. Ganguly, Olufemi A. Omitaomu, Ranga Raju Vatsavai, Mohamed Medhat Gaber:
Knowledge discovery from data streams.
403-404
- Eduardo J. 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 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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