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» Estimation of Topological Dimension
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CSDA
2006
142views more  CSDA 2006»
15 years 22 days ago
A Bayesian approach to bandwidth selection for multivariate kernel density estimation
: Kernel density estimation for multivariate data is an important technique that has a wide range of applications. However, it has received significantly less attention than its un...
Xibin Zhang, Maxwell L. King, Rob J. Hyndman
SSDBM
2010
IEEE
188views Database» more  SSDBM 2010»
15 years 5 months ago
Similarity Estimation Using Bayes Ensembles
Similarity search and data mining often rely on distance or similarity functions in order to provide meaningful results and semantically meaningful patterns. However, standard dist...
Tobias Emrich, Franz Graf, Hans-Peter Kriegel, Mat...
84
Voted
CDC
2009
IEEE
113views Control Systems» more  CDC 2009»
15 years 5 months ago
Decomposition based least squares estimation algorithm for non-uniformly sampled multirate systems
— In order to reduce the computational load of the recursive least squares (RLS) algorithm, a decomposition based least squares algorithm is developed for non-uniformly sampled m...
Yanjun Liu, Feng Ding
98
Voted
JUCS
2008
135views more  JUCS 2008»
15 years 20 days ago
Approximation to a Behavioral Model for Estimating Traffic Aggregation Scenarios
: This article provides a comparison among different methods for estimating the aggregation of Internet traffic resulting from different users, network-access types and correspondi...
Alberto E. Garcia, Klaus D. Hackbarth
92
Voted
AAAI
2006
15 years 2 months ago
Tensor Embedding Methods
Over the past few years, some embedding methods have been proposed for feature extraction and dimensionality reduction in various machine learning and pattern classification tasks...
Guang Dai, Dit-Yan Yeung