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EUSFLAT
2003
132views Fuzzy Logic» more  EUSFLAT 2003»
15 years 5 months ago
Modeling high interest areas in descriptive TS fuzzy rule based systems
A descriptive Takagi-Sugeno fuzzy rule based system suffers under the curse of dimensionality since the number of rules is equal to a fuzzy system with a fully filled up decision...
Ingo Renners, Adolf Grauel
CORR
2010
Springer
119views Education» more  CORR 2010»
15 years 4 months ago
Dynamic Policy Programming
In this paper, we consider the problem of planning and learning in the infinite-horizon discounted-reward Markov decision problems. We propose a novel iterative direct policysearc...
Mohammad Gheshlaghi Azar, Hilbert J. Kappen
ENTCS
2008
105views more  ENTCS 2008»
15 years 4 months ago
Declaring Numbers
Most implementations of functional and functional logic languages treat numbers and the basic numeric operations as external entities. The main reason for this is efficiency. Howe...
Bernd Braßel, Sebastian Fischer, Frank Huch
128
Voted
ICML
2006
IEEE
16 years 4 months ago
A continuation method for semi-supervised SVMs
Semi-Supervised Support Vector Machines (S3 VMs) are an appealing method for using unlabeled data in classification: their objective function favors decision boundaries which do n...
Olivier Chapelle, Mingmin Chi, Alexander Zien
125
Voted
ICPR
2010
IEEE
15 years 11 months ago
Integrating a Discrete Motion Model into GMM Based Background Subtraction
GMM based algorithms have become the de facto standard for background subtraction in video sequences, mainly because of their ability to track multiple background distributions, w...
Christian Wolf, Jolion Jolion