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125
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SIGSOFT
1993
ACM
15 years 7 months ago
Scalable Software Libraries
1 Many software libraries (e.g., the Booch C++ Components, libg++, NIHCL, COOL) provide components (classes) that implement data structures. Each component is written by hand and r...
Don S. Batory, Vivek Singhal, Marty Sirkin, Jeff T...
136
Voted
ICANNGA
2007
Springer
100views Algorithms» more  ICANNGA 2007»
15 years 7 months ago
Softening Splits in Decision Trees Using Simulated Annealing
Predictions computed by a classification tree are usually constant on axis-parallel hyperrectangles corresponding to the leaves and have strict jumps on their boundaries. The densi...
Jakub Dvorák, Petr Savický
164
Voted
COLT
2000
Springer
15 years 7 months ago
The Role of Critical Sets in Vapnik-Chervonenkis Theory
In the present paper, we present the theoretical basis, as well as an empirical validation, of a protocol designed to obtain effective VC dimension estimations in the case of a si...
Nicolas Vayatis
159
Voted
LISA
2008
15 years 6 months ago
Automatic Software Fault Diagnosis by Exploiting Application Signatures
Application problem diagnosis in complex enterprise environments is a challenging problem, and contributes significantly to the growth in IT management costs. While application pr...
Xiaoning Ding, Hai Huang, Yaoping Ruan, Anees Shai...
126
Voted
APPROX
2008
Springer
83views Algorithms» more  APPROX 2008»
15 years 5 months ago
Sampling Hypersurfaces through Diffusion
Abstract. We are interested in efficient algorithms for generating random samples from geometric objects such as Riemannian manifolds. As a step in this direction, we consider the ...
Hariharan Narayanan, Partha Niyogi