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Joao Gama
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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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