Geneva Papers Related to Metal project
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Hilario M., Kalousis A. Building Algorithm Profiles for Prior Model Selection
in Knowledge Discovery Systems. In Proceedings of the IEEE SMC`99, International
Conference on Systems, Man and Cybernetics, Tokyo, October 1999, smc99.ps
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Kalousis A., Theoharis T. Noemon: Design, Implementation and Performance
Results for an Intelligent Assistant for Classifier Selection. Intelligent
Data Analysis Journal 3(5):319-337, IDA99.ps
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Kalousis, A. and M. Hilario (2000). A comparison of inducer selection via
instance-based and boosted decision-tree meta-learning. In Proceedings
of the 5th International Workshop on Multistrategy Learning. Guimaraes,
Portugal, June, 2000,. MSL00.ps
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Kalousis A., Hilario M., Supervised Knowledge Discovery from Incomplete
Data. In Proceedings of the 2nd International Conference on Data Mining
2000, Cambridge, July 2000, missing_values.ps
.
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Hilario M., Kalousis A., Quantifying the Resilience of Inductive Algorithms
for Classification. In Proceedings of the 4th European Conference on
Principles and Practice of Knowledge discovery in Databases, Lyon,
September, 2000, 155.ps
.
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Kalousis A., Hilario M. Model Selection via Meta-learning : a Comparative
Study. In Proceedings of the 12th IEEE International Conference on Tools
with AI, Vancouver, November 2000, ICTAI00.ps
.
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Hilario, M. and A. Kalousis. Building algorithm profiles for prior model
selection in knowledge discovery systems. (Substantially expanded
and revised version of the SMC-99 paper). Engineering Intelligent Systems,
Special Issue on Data Mining, Vol. 8, No. 2. eis.ps
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Kalousis, A. and Hilario, M. Feature Selection for Meta-Learning. In
Proceedings of the 5th PAKDD, Hong Kong, April 2001. PAKDD01.ps
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Kalousis A., Hilario M. Model Selection via Meta-Learning: A comparative Study. Revised and extended version
of the ICTAI 2000 conference paper. In International Journal On AI Tools, Volume 10, No.4(2001),
World Scientific, ictai01journ.ps
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Hilario M., Kalousis A., Fusion of Meta-Data and Meta-Knowledge for Case-Based
Model Selection. Technical Report UNIGE-AI-01-01, 2001. meta-cbr.ps
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Kalousis, A. Algorithm Selection via Meta-Learning. PHD Thesis, Thesis Number : 3337.
University of Geneve, Department of Computer Science, 2002.
thesis.ps.gz