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IWANN
2005
Springer
15 years 12 months ago
Input and Structure Selection for k-NN Approximator
Abstract. This paper presents k-NN as an approximator for time series prediction problems. The main advantage of this approximator is its simplicity. Despite the simplicity, k-NN c...
Antti Sorjamaa, Nima Reyhani, Amaury Lendasse
EUROSYS
2007
ACM
15 years 10 months ago
Integrating aspect-orientation and structural annotations to support adaptive middleware
To anticipate or not to anticipate -- that is the question, regarding adaptive middleware in the area of ubiquitous computing. Anticipation can guarantee that both the adapted and...
Holger Mügge, Tobias Rho, Armin B. Cremers
AUTOMATICA
2008
61views more  AUTOMATICA 2008»
15 years 6 months ago
Validity of the standard cross-correlation test for model structure validation
: The standard prediction error framework provides many theoretical results under the assumption that the true system is in the model class. An important example is the expression ...
Sippe G. Douma, Xavier Bombois, Paul M. J. Van den...
ACL
2010
15 years 4 months ago
Unsupervised Discourse Segmentation of Documents with Inherently Parallel Structure
Documents often have inherently parallel structure: they may consist of a text and ries, or an abstract and a body, or parts presenting alternative views on the same problem. Reve...
Minwoo Jeong, Ivan Titov
NIPS
2008
15 years 7 months ago
Fast Prediction on a Tree
Given an n-vertex weighted tree with structural diameter S and a subset of m vertices, we present a technique to compute a corresponding m
Mark Herbster, Massimiliano Pontil, Sergio Rojas G...