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» A Study of Practical Deduplication
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JLP
2006
111views more  JLP 2006»
14 years 10 months ago
Executable structural operational semantics in Maude
This paper describes in detail how to bridge the gap between theory and practice when implementing in Maude structural operational semantics described in rewriting logic, where tr...
Alberto Verdejo, Narciso Martí-Oliet
74
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JMLR
2006
125views more  JMLR 2006»
14 years 10 months ago
Spam Filtering Using Statistical Data Compression Models
Spam filtering poses a special problem in text categorization, of which the defining characteristic is that filters face an active adversary, which constantly attempts to evade fi...
Andrej Bratko, Gordon V. Cormack, Bogdan Filipic, ...
88
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JMLR
2006
103views more  JMLR 2006»
14 years 10 months ago
On Model Selection Consistency of Lasso
Sparsity or parsimony of statistical models is crucial for their proper interpretations, as in sciences and social sciences. Model selection is a commonly used method to find such...
Peng Zhao, Bin Yu
66
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JMLR
2006
93views more  JMLR 2006»
14 years 10 months ago
An Efficient Implementation of an Active Set Method for SVMs
We propose an active set algorithm to solve the convex quadratic programming (QP) problem which is the core of the support vector machine (SVM) training. The underlying method is ...
Katya Scheinberg
JSAC
2006
131views more  JSAC 2006»
14 years 10 months ago
On Dynamic Optimization of Packet Matching in High-Speed Firewalls
Abstract--Packet matching plays a critical role in the performance of many network devices and a tremendous amount of research has already been invested to come up with better opti...
Hazem Hamed, Adel El-Atawy, Ehab Al-Shaer