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136
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PR
2008
140views more  PR 2008»
15 years 3 months ago
An incremental node embedding technique for error correcting output codes
The error correcting output codes (ECOC) technique is a useful way to extend any binary classifier to the multiclass case. The design of an ECOC matrix usually considers an a prio...
Oriol Pujol, Sergio Escalera, Petia Radeva
126
Voted
ECSQARU
2009
Springer
15 years 10 months ago
A Note on Cumulative Stereotypical Reasoning
Abstract. We address the problem of providing a logical characterization of reasoning based on stereotypes. Following [6] we take a semantic perspective and we base our model on a ...
Giovanni Casini, Hykel Hosni
115
Voted
APSEC
2006
IEEE
15 years 9 months ago
Genericity - a "Missing in Action" Key to Software Simplification and Reuse
We hypothesize that certain program complexities and difficulties to realize reuse potentials have their roots in weak mechanisms for generic design of today’s programming techn...
Stan Jarzabek
138
Voted
IMC
2007
ACM
15 years 5 months ago
Legal issues surrounding monitoring during network research
This work was motivated by a discussion that two of the coauthors (computer science professors) had with the other coauthor (a law professor and a former computer crime Trial Atto...
Douglas C. Sicker, Paul Ohm, Dirk Grunwald
163
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COLT
1993
Springer
15 years 7 months ago
Bounding the Vapnik-Chervonenkis Dimension of Concept Classes Parameterized by Real Numbers
The Vapnik-Chervonenkis (V-C) dimension is an important combinatorial tool in the analysis of learning problems in the PAC framework. For polynomial learnability, we seek upper bou...
Paul W. Goldberg, Mark Jerrum