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» On the Distribution of Natural Probability Functions
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ESANN
2004
13 years 9 months ago
Dimensionality reduction and classification using the distribution mapping exponent
: Probability distribution mapping function, which maps multivariate data distribution to the function of one variable, is introduced. Distributionmapping exponent (DME) is somethi...
Marcel Jirina
WWIC
2007
Springer
169views Communications» more  WWIC 2007»
14 years 1 months ago
Cross-Layer Distributed Diversity for Heterogeneous Wireless Networks
In this paper, we introduce a cross-layer diversity framework for multi-air interface wireless communication devices. As an initial step, we focus on devices, of the cellular phone...
Hooman Javaheri, Guevara Noubir, Y. Wang
ASIACRYPT
2006
Springer
13 years 11 months ago
Almost Optimum Secret Sharing Schemes Secure Against Cheating for Arbitrary Secret Distribution
We consider the problem of cheating in secret sharing schemes, cheating in which individuals submit forged shares in the secret reconstruction phase in an effort to make another pa...
Satoshi Obana, Toshinori Araki
KDD
2004
ACM
154views Data Mining» more  KDD 2004»
14 years 8 months ago
Diagnosing extrapolation: tree-based density estimation
There has historically been very little concern with extrapolation in Machine Learning, yet extrapolation can be critical to diagnose. Predictor functions are almost always learne...
Giles Hooker
IJAR
2008
114views more  IJAR 2008»
13 years 7 months ago
A definition of subjective possibility
: Based on the setting of exchangeable bets, this paper proposes a subjectivist view of numerical possibility theory. It relies on the assumption that when an agent constructs a pr...
Didier Dubois, Henri Prade, Philippe Smets