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» A Framework for the Comparison of Complex Patterns
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PKDD
2005
Springer
129views Data Mining» more  PKDD 2005»
15 years 9 months ago
Interestingness is Not a Dichotomy: Introducing Softness in Constrained Pattern Mining
Abstract. The paradigm of pattern discovery based on constraints was introduced with the aim of providing to the user a tool to drive the discovery process towards potentially inte...
Stefano Bistarelli, Francesco Bonchi
CORR
2004
Springer
86views Education» more  CORR 2004»
15 years 3 months ago
Pandora : une plate-forme efficace pour la construction d'applications autonomes
Autonomic computing has been proposed recently as a way to address the difficult management of applications whose complexity is constantly increasing. Autonomous applications will ...
Simon Patarin, Mesaac Makpangou
ICDE
2007
IEEE
170views Database» more  ICDE 2007»
16 years 5 months ago
Tree-Pattern Similarity Estimation for Scalable Content-based Routing
With the advent of XML as the de facto language for data publishing and exchange, scalable distribution of XML data to large, dynamic populations of consumers remains an important...
Raphaël Chand, Pascal Felber, Minos N. Garofa...
118
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SDM
2007
SIAM
104views Data Mining» more  SDM 2007»
15 years 5 months ago
Boosting Optimal Logical Patterns Using Noisy Data
We consider the supervised learning of a binary classifier from noisy observations. We use smooth boosting to linearly combine abstaining hypotheses, each of which maps a subcube...
Noam Goldberg, Chung-chieh Shan
ALT
1995
Springer
15 years 7 months ago
Learning Unions of Tree Patterns Using Queries
This paper characterizes the polynomial time learnability of TPk, the class of collections of at most k rst-order terms. A collection in TPk de nes the union of the languages de n...
Hiroki Arimura, Hiroki Ishizaka, Takeshi Shinohara