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ICANN
2007
Springer
14 years 2 months ago
Unbiased SVM Density Estimation with Application to Graphical Pattern Recognition
Abstract. Classification of structured data (i.e., data that are represented as graphs) is a topic of interest in the machine learning community. This paper presents a different,...
Edmondo Trentin, Ernesto Di Iorio
ISSAC
2007
Springer
153views Mathematics» more  ISSAC 2007»
14 years 2 months ago
On exact and approximate interpolation of sparse rational functions
The black box algorithm for separating the numerator from the denominator of a multivariate rational function can be combined with sparse multivariate polynomial interpolation alg...
Erich Kaltofen, Zhengfeng Yang
CCECE
2006
IEEE
14 years 2 months ago
Regularized Fractal Image Decoding
The goal of this paper is to present a new recipe for the fractal image decoding process. In this paper, we explain how fractal-based methods can be internally combined with regul...
Mehran Ebrahimi, Edward R. Vrscay
ISORC
2005
IEEE
14 years 2 months ago
Model-Checking of Component-Based Event-Driven Real-Time Embedded Software
As complexity of real-time embedded software grows, it is desirable to use formal verification techniques to achieve a high level of assurance. We discuss application of model-ch...
Zonghua Gu, Kang G. Shin
WOSP
2005
ACM
14 years 2 months ago
Performance by unified model analysis (PUMA)
Evaluation of non-functional properties of a design (such as performance, dependability, security, etc.) can be enabled by design annotations specific to the property to be evalua...
C. Murray Woodside, Dorina C. Petriu, Dorin Bogdan...