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G. Castillo & J. Gama: Adaptive Bayesian Network Classifiers
Intelligent Data Analysis, 13:1
(2009) |
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G. Castillo: Adaptive Learning Algorithms for
Bayesian Network Classifiers,
AI Communications, volume 21:1 (2008) |
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J.Gama & G. Castillo:
Bias Management in
Time-Changing Data Streams, in Pavel Brazdil, Cristophe
Giraud-Carrier, Carlos Soares (Eds), Meta-Learning: Applications
to Data Mining, Springer Verlag (2008)
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G.Castillo, J.Gama & A.M. Breda: An Adaptive
Predictive Model for Student Modeling, in
Online and Distance
Learning: Concepts, Methodologies, Tools and Applications,
Volume III, Chapter 2.43, Information Science Reference Pub,
2007 |
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C.Carmona, G.Castillo & E.Millán:
Discovering
Student Preferences in E-Learning, in Proceedings of the
International Workshop on Applying Data Mining in e-Learning,
ADML-07, 2007, pp 33-43
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G.Castillo & J.Gama:
An Adaptive Prequential Learning
Framework for Bayesian Network Classifiers, in PKDD 2006, 10th
European Conference on Principles and Practice of Knowledge
Discovery in Databases, Berlin, Lecture Notes in Artificial
Intelligence Vol.4123, Springer Verlag, 2006, pp 67-78
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J.Gama
&
G.Castillo:
Learning with Local Drift Detection, in
Advanced Data Mining and Applications, Second International
Conference, ADMA 2006, China, Lecture Notes in Computer Science
Vol.4093, Springer Verlag, 2006, pp 42-55
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G.Castillo, J.Gama:
Bias Management of Bayesian
Networks Classifiers, in A. Hoffman, H. Motoda & T.Scheffer
(Eds.). Discovery Science - DS 2005, 8th International
Conference, Singapore.
Lecture Notes in Artificial Intelligence, v. 3735, Springer
Verlag, 2005, pp. 70-83
[ ]
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J. Gama, P.Medas, G. Castillo & P.Rodrigues.
Learning with Drift Detection. Advances in Artificial Intelligence – SBIA 2004: 17th Brazilian
Symposium on Artificial Intelligence.
Lecture Notes in Computer Science, v. 3171 Springer Verlag,
2004 pp. 286[](best
paper award)
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G.Castillo, J.Gama, P.Medas:
Adaptation to
Drifting Concepts, in F.M. Pires & S.Abreu (Eds.). Progress
in Artificial Intelligence, 11th Portuguese Conference on
Artificial Intelligence, EPIA 2003,
Lecture Notes in Artificial Intelligence, v. 2902,
Springer Verlag, 2003, pp. 279-293
[]
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J. Gama, P.Medas & G. Castillo. Learning with
Drift Detection. Proceedings of IWAMEM-03:International
Workshop on Data Mining and Adaptive Modelling Methods for
Economics and Management, Porto, 2003, pp. 217-229.
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G.Castillo, J.Gama, A.M. Breda:
Adaptive Bayes for
a Student Modeling
Prediction Task based on Learning Styles, in P.Brusilovsky,
A.Corbett, F. de Rosis (Eds) User Modeling 2003,
9th International Conference,
Lecture Notes in Artificial Intelligence v.2702,
Springer Verlag, 2003, pp. 328:332
[] |
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J.Gama, G.Castillo:
Adaptive Bayes, in
F.Garijo, J. Riquelme, M. Toro
(Eds.) Advances in Artificial Intelligence – IBERAMIA 2002,
Lecture Notes in Artificial Intelligence, v. 2527, Springer
Verlag, 2002, pp. 765:774 []
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J. Gama, G.Castillo:
Adaptive Bayes
for User Modeling. Electronic Proc. of the European
Symposium on Intelligent Technologies, Hybrid Systems,
and their implementation on Smart Adaptive Systems, Albufeira,
2002
[Slides
]
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G. Castillo, A.M. Breda, A.L. Bajuelos:
Transforming a Web-based Course in Geometry into an Adaptive
Course,
Proceedings
of the 6th World Multiconference on Systemics, Cybernetics and
Informatics, Orlando, 2002, pp.459-465.
[]
[Slides
] |
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A.L. Bajuelos, A.M. Breda,
G.Castillo:
An XML-based Interactive Question Generator for an Adaptive
Learning Environment. Proceedings
of the 6th World Multiconference on Systemics, Cybernetics and
Informatics, Orlando, 2002, pp.430-436. |
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R.M. Carro, A.M. Breda, G. Castillo, A. L. Bajuelos:
A Methodology for Developing Adaptive Educational-Game
Environments,
Proceedings of AH2002, Lecture
Notes
in
Computer
Science,
v.
2347,
Springer Verlag,
2002,
pp.
90-99.
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R. M. Carro, A.M. Breda, G. Castillo, A.L.Bajuelos:
Generación de Juegos Educativos Adaptativos, Interacción
2002.
Proceedings of the Third International Conference on
Human-Computer Interaction.
ISBN 84-607-4501-5, Granada,
2002,
pp. 164-171.
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A.M.
Breda, A.L. Bajuelos,
G. Castillo: Project Geometrix,
Proceedings of the
International WorkShop “Electronic Media in Mathematics”,
Coimbra, 2001.
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Ana M. Breda, G.Castillo, A.L. Bajuelos:
A Web-based Courseware in Plane Geometry,
Proceedings of the
International WorkShop “Electronic Media in Mathematics”,
Coimbra, 2001.
[] |
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Ana M. Breda, A L. Bajuelos, G. Castillo,
M. Lópes:
Computational Math
Games versus Learning!,
Proceedings
of the International Conference CINTEC, Aveiro, 2001, pp.
311-319. |
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G.Castillo, A.M. Breda, A.L. Bajuelos:
Towards
a Prototype of a User Model for an Adaptive Courseware in
Geometry,
Proceedings
of the International Conference CINTEC, Aveiro, 2001, pp.
299-309.
[] |
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A.L. Bajuelos, A.M. Breda, G. Castillo, A.Figueiredo,
F. Marques:
Knowledge
Formalization for a Learning Environment in Geometry,
Proceedings
of the International Conference CINTEC, Aveiro, 2001, pp.
321-327. |
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