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» Approximability of Probability Distributions
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EUSFLAT
2009
173views Fuzzy Logic» more  EUSFLAT 2009»
14 years 11 months ago
Application of Zadeh's Impossibility Principle to Approximate Explanation
Abstract: We consider application of Zadeh's impossibility principle and extended logic FLe to approximate scientific explanation from the standpoint of the philosophy of scie...
Vesa A. Niskanen
SDM
2010
SIAM
158views Data Mining» more  SDM 2010»
15 years 3 months ago
On the Use of Combining Rules in Relational Probability Trees
A relational probability tree (RPT) is a type of decision tree that can be used for probabilistic classification of instances with a relational structure. Each leaf of an RPT cont...
Daan Fierens
FOCS
2003
IEEE
15 years 6 months ago
Always Good Turing: Asymptotically Optimal Probability Estimation
While deciphering the Enigma Code during World War II, I.J. Good and A.M. Turing considered the problem of estimating a probability distribution from a sample of data. They derive...
Alon Orlitsky, Narayana P. Santhanam, Junan Zhang
CORR
2010
Springer
102views Education» more  CORR 2010»
15 years 1 months ago
Outage Probability of General Ad Hoc Networks in the High-Reliability Regime
Outage probabilities in wireless networks depend on various factors: the node distribution, the MAC scheme, and the models for path loss, fading and transmission success. In prior ...
Riccardo Giacomelli, Radha Krishna Ganti, Martin H...
ICDM
2006
IEEE
226views Data Mining» more  ICDM 2006»
15 years 7 months ago
Converting Output Scores from Outlier Detection Algorithms into Probability Estimates
Current outlier detection schemes typically output a numeric score representing the degree to which a given observation is an outlier. We argue that converting the scores into wel...
Jing Gao, Pang-Ning Tan