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Diego Santoro, Andrea Tonon and Fabio Vandin
Sequential pattern mining is a fundamental data mining task with application in several domains. We study two variants of this task?the first is the extraction of frequent sequential patterns, whose frequency in a dataset of sequential transactions is hi...
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Shigeo Abe
Minimal complexity machines (MCMs) minimize the VC (Vapnik-Chervonenkis) dimension to obtain high generalization abilities. However, because the regularization term is not included in the objective function, the solution is not unique. In this paper, to ...
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Tan, Y. Wang, J.
Pág. 385 - 395
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Cherkassky, V; Mulier, F
Pág. 985 - 987
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Vapnik, V N
Pág. 988 - 999
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Drucker, H; Wu, D; Vapnik, V N
Pág. 1048 - 1054
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Chapelle, O; Haffner, P; Vapnik, V N
Pág. 1055 - 1064
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Cherkassky, V; Shao, X; Mulier, F M; Vapnik, V N
Pág. 1075 - 1089
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Guyon, I; Makhoul, J; Schwartz, R; Vapnik, V
Pág. 52 - 64
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