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106
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NN
2010
Springer
125views Neural Networks» more  NN 2010»
14 years 11 months ago
Parameter-exploring policy gradients
We present a model-free reinforcement learning method for partially observable Markov decision problems. Our method estimates a likelihood gradient by sampling directly in paramet...
Frank Sehnke, Christian Osendorfer, Thomas Rü...
106
Voted
TASLP
2010
126views more  TASLP 2010»
14 years 11 months ago
Modeling Music as a Dynamic Texture
—We consider representing a short temporal fragment of musical audio as a dynamic texture, a model of both the timbral and rhythmical qualities of sound, two of the important asp...
Luke Barrington, Antoni B. Chan, Gert R. G. Lanckr...
ICDM
2010
IEEE
132views Data Mining» more  ICDM 2010»
14 years 10 months ago
Monotone Relabeling in Ordinal Classification
In many applications of data mining we know beforehand that the response variable should be increasing (or decreasing) in the attributes. Such relations between response and attrib...
Ad Feelders
114
Voted
ESIAT
2009
IEEE
14 years 10 months ago
A Novel Application of Variable Fuzzy Set on Alarming of Coalmine Gas
Coalmine gas disaster is one of the severe natural disasters that restrict the safety production of coalmines. Timely monitoring and alarming of coalmine gas is an important part o...
Jinhui Zhao, Mingliang Li, Xu Qian, Lijuan Jia
99
Voted
JCIT
2010
113views more  JCIT 2010»
14 years 7 months ago
On Deriving an Equation of the Mutation Rate of the Hepatitis B Virus
The mutation rate of the hepatitis B virus (HBV) is often obtained by statistical software. This is restricted to the sampled data and cannot be applied to other cases. This limit...
Koun-Tem Sun, Chih-Hsuan Wei, Yi-Yu Hsu, Wen-Chun ...