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130
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CIRA
2007
IEEE
151views Robotics» more  CIRA 2007»
15 years 7 months ago
Image Clustering Using Visual and Text Keywords
Abstract—In classical image classification approaches, lowlevel features have been used. But the high dimensionality of feature spaces poses a challenge in terms of feature selec...
Rajeev Agrawal, Changhua Wu, William I. Grosky, Fa...
AUSDM
2007
Springer
110views Data Mining» more  AUSDM 2007»
15 years 7 months ago
Useful Clustering Outcomes from Meaningful Time Series Clustering
Clustering time series data using the popular subsequence (STS) technique has been widely used in the data mining and wider communities. Recently the conclusion was made that it i...
Jason Chen
109
Voted
ISSAC
2007
Springer
153views Mathematics» more  ISSAC 2007»
15 years 6 months ago
On exact and approximate interpolation of sparse rational functions
The black box algorithm for separating the numerator from the denominator of a multivariate rational function can be combined with sparse multivariate polynomial interpolation alg...
Erich Kaltofen, Zhengfeng Yang
83
Voted
IJCNN
2006
IEEE
15 years 6 months ago
Dynamic Hyperparameter Scaling Method for LVQ Algorithms
— We propose a new annealing method for the hyperparameters of several recent Learning Vector Quantization algorithms. We first analyze the relationship between values assigned ...
Sambu Seo, Klaus Obermayer
HPCC
2005
Springer
15 years 6 months ago
Efficient SIMD Numerical Interpolation
This paper reports the results of SIMD implementation of a number of interpolation algorithms on common personal computers. These methods fit a curve on some given input points for...
Hossein Ahmadi, Maryam Moslemi Naeini, Hamid Sarba...