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Joao Gama

Papers on DiSC'04


Accurate decision trees for mining high-speed data streams

Publications


Note: Links lead to the DBLP on the Web.

Joao Gama

Joao Gama, Pedro Medas , Ricardo Rocha : Forest trees for on-line data. SAC 2004 : 632-636

Gladys Castillo , Joao Gama, Pedro Medas : Adaptation to Drifting Concepts. EPIA 2003 : 279-293

Joao Gama, Ricardo Rocha , Pedro Medas : Accurate decision trees for mining high-speed data streams. KDD 2003 : 523-528

Gladys Castillo , Joao Gama, Ana M. Breda : Adaptive Bayes for a Student Modeling Prediction Task Based on Learning Styles. User Modeling 2003 : 328-332

Joao Gama: Iterative Bayes. Theor. Comput. Sci. 292 (2): 417-430 (2003)

Joao Gama, Gladys Castillo : Adaptive Bayes. IBERAMIA 2002 : 765-774

Joao Gama: An Analysis of Functional Trees. ICML 2002 : 155-162

Joao Gama: Functional Trees. Discovery Science 2001 : 59-73

Nuno Amado , Joao Gama, Fernando M. A. Silva : Parallel Implementation of Decision Tree Learning Algorithms. EPIA 2001 : 6-13

Joao Gama: Functional Trees for Classification. ICDM 2001 : 147-154

Joao Gama: Functional Trees for Regression. IDA 2001 : 156-166

Joao Gama: A Linear-Bayes Classifier. IBERAMIA-SBIA 2000 : 269-279

Joao Gama: Thesis: Inductive learning classification algorithms. AI Commun. 13 (2): 135-136 (2000)

Joao Gama: Iterative Bayes. Intell. Data Anal. 4 (6): 475-488 (2000)

Joao Gama, Pavel Brazdil : Cascade Generalization. Machine Learning 41 (3): 315-343 (2000)

Joao Gama: Iterative Naive Bayes. Discovery Science 1999 : 80-91

Joao Gama: Discriminant Trees. ICML 1999 : 134-142

Joao Gama, Pavel Brazdil : Linear tree. Intell. Data Anal. 3 (1): 1-22 (1999)

Joao Gama: Combining Classifiers by Constructive Induction. ECML 1998 : 178-189

Joao Gama, Luís Torgo , Carlos Soares : Dynamic Discretization of Continuous Attributes. IBERAMIA 1998 : 160-169

Joao Gama: Local Cascade Generalization. ICML 1998 : 206-214

Luís Torgo , Joao Gama: Search-Based Class Discretization. ECML 1997 : 266-273

Joao Gama: Probabilistic Linear Tree. ICML 1997 : 134-142

Joao Gama: Oblique Linear Tree. IDA 1997 : 187-198

Luís Torgo , Joao Gama: Regression Using Classification Algorithms. Intell. Data Anal. 1 (1-4): 275-292 (1997)

Luís Torgo , Joao Gama: Regression by Classification. SBIA 1996 : 51-60

Joao Gama, Pavel Brazdil : Characterization of Classification Algorithms. EPIA 1995 : 189-200

Pavel Brazdil , Joao Gama, Bob Henery : Characterizing the Applicability of Classification Algorithms Using Meta-Level Learning. ECML 1994 : 83-102

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