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With the rapid advances in sensor ?especially laser scanner ?technology and the development of increasingly more sophisticated algorithms for the extraction of features from the data sets produced by...
Laser altimetry is a leading technology for the extraction of information of physical surfaces, and hence it is the main source for generating a dense digital surface of the terrain. This results in ...
Generalization of 3D Building Data Based on a Scale-Space Approach.
Generalization of topographic maps is a very challenging problem for map producers. Therefore, NMAs are intensively working on the matter in order to make it automated as much as possible for their p...
In this paper, we study the generalization properties of online learning based stochastic methods for supervised learning problems where the loss function is dependent on more than one training sample...
The paper is devoted to statistical analysis of zero intelligence models of continuous double auction, in particular to an estimation of parameters of limit order books. We review "classical" zero int...
Metric learning has attracted a lot of interest over the last decade, but little work has been done about the generalization ability of such methods. In this paper, we address this issue by proposing ...
Fisher’s linear discriminant analysis (FLDA) is an important dimension reduction method in sta-tistical pattern recognition. It has been shown that FLDA is asymptotically Bayes optimal under the homos...
It is shown the almost sure convergence and asymptotical normality of a generalization of Kesten's stochastic approximation algorithm for multidimensional case. In this generalization, the step incr...
The notion of random self-decomposability is generalized further. The notion is then extended to non-negative integer-valued distributions.
Coherence and phase synchronization between time series corresponding to different spatial locations are usually interpreted as indicators of the “connectivity” between locations. In neurophysiology...
Capability indices are dimensionless quantities measuring the aptitude of a process to manufacture items whose characteristics must be within a specified tolerance ranges. The usual indices Cp , Cpk...
Experimental testing of 5 di erent types of boundary shear stress distribution in a symmetrical rectangular compound section channel was conducted. Shear stress distributions in the main channel and f...
A generalization of Kawada and Ito's theorem。
The Skitovich-Darmois Theorem of the early 1950's establishes the normality of independent X,, X,, . . ., X, from the independence of two linear forms in these random variables. Existing proofs ge...

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