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MMAS
2010
Springer
13 years 2 months ago
Clustering and Classification through Normalizing Flows in Feature Space
A unified variational methodology is developed for classification and clustering problems, and tested in the classification of tumors from gene expression data. It is based on flu...
J. P. Agnelli, M. Cadeiras, E. G. Tabak, C. V. Tur...
FTRTFT
1994
Springer
13 years 11 months ago
Specification and Refinement of Finite Dataflow Networks - a Relational Approach
We specify the black box behavior of dataflow components by characterizing the relation between their input and their output histories. We distinguish between three main classes of...
Manfred Broy, Ketil Stølen
ICANN
2009
Springer
14 years 9 days ago
Learning SVMs from Sloppily Labeled Data
This paper proposes a modelling of Support Vector Machine (SVM) learning to address the problem of learning with sloppy labels. In binary classification, learning with sloppy labe...
Guillaume Stempfel, Liva Ralaivola
SCAM
2002
IEEE
14 years 18 days ago
Dynamic Slicing Object-Oriented Programs for Debugging
Dynamic program slicing is an effective technique for narrowing the errors to the relevant parts of a program when debugging. Given a slicing criterion, the dynamic slice contains...
Baowen Xu, Zhenqiang Chen, Hongji Yang
VALUETOOLS
2006
ACM
111views Hardware» more  VALUETOOLS 2006»
14 years 1 months ago
Stability of multi-class queueing systems with state-dependent service rates
We examine the stability of multi-class queueing systems with the special feature that the service rates of the various classes depend on the number of users present of each of th...
Matthieu Jonckheere, Sem C. Borst