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JMLR
2002
75views more  JMLR 2002»
15 years 5 months ago
Stability and Generalization
We define notions of stability for learning algorithms and show how to use these notions to derive generalization error bounds based on the empirical error and the leave-one-out e...
Olivier Bousquet, André Elisseeff
MLQ
2002
81views more  MLQ 2002»
15 years 5 months ago
Apartness, Topology, and Uniformity: a Constructive View
The theory of apartness spaces, and their relation to topological spaces (in the point--set case) and uniform spaces (in the set--set case), is sketched. New notions of local decom...
Douglas S. Bridges, Peter Schuster, Luminita V&ici...
CNSR
2007
IEEE
101views Communications» more  CNSR 2007»
15 years 12 months ago
The Theory of Natural Movement and its Application to the Simulation of Mobile Ad Hoc Networks (MANET)
The theory of natural movement is fundamental to space syntax: a set of theories and methods developed in the late 1970s that seeks, at a general level, to reveal the mutual effec...
Nick Sheep Dalton, Ruth Conroy Dalton
CEC
2005
IEEE
15 years 7 months ago
Nonlinear mapping using particle swarm optimisation
Abstract— Nonlinear mapping is an approach of multidimensional scaling where a high-dimensional space is transformed into a lower-dimensional space such that the topological char...
Auralia I. Edwards, Andries Petrus Engelbrecht, Ne...
ICVGIP
2008
15 years 7 months ago
Real-Time Painterly Rendering of Terrains
We present a non-photo realistic, real-time painterly rendering technique for terrains. The painterly appearance and the impression of terrains is created by effectively rendering...
Shiben Bhattacharjee, P. J. Narayanan