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142
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COLT
2006
Springer
15 years 7 months ago
Uniform Convergence of Adaptive Graph-Based Regularization
Abstract. The regularization functional induced by the graph Laplacian of a random neighborhood graph based on the data is adaptive in two ways. First it adapts to an underlying ma...
Matthias Hein
EDUTAINMENT
2006
Springer
15 years 7 months ago
Experiments Towards 3D Immersive Interaction for Digital Libraries
Abstract. We describe in this paper an experimental setting for browsing and reading simultaneously multiple digital documents. An hemispherical visualization device is used to imm...
Rodrigo Almeida, Pierre Cubaud, Jérôm...
103
Voted
ECTEL
2008
Springer
15 years 5 months ago
A Flexible and Tailorable Architecture for Scripts in F2F Collaboration
In this paper we introduce the architecture of the script engine of a collaborative co-located discussion support system, named CoFFEE, and, in particular, we describe its extendib...
Furio Belgiorno, Rosario De Chiara, Ilaria Manno, ...
177
Voted
ML
2002
ACM
246views Machine Learning» more  ML 2002»
15 years 3 months ago
Bayesian Clustering by Dynamics
This paper introduces a Bayesian method for clustering dynamic processes. The method models dynamics as Markov chains and then applies an agglomerative clustering procedure to disc...
Marco Ramoni, Paola Sebastiani, Paul R. Cohen
SEAL
2010
Springer
15 years 2 months ago
Generating Sequential Space-Filling Designs Using Genetic Algorithms and Monte Carlo Methods
In this paper, the authors compare a Monte Carlo method and an optimization-based approach using genetic algorithms for sequentially generating space-filling experimental designs....
Karel Crombecq, Tom Dhaene