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FLAIRS
2001
13 years 11 months ago
Time Series Analysis Using Unsupervised Construction of Hierarchical Classifiers
Recently we have proposed an algorithm of constructing hierarchical neural network classifiers (HNNC), that is based on a modification of error back-propagation. This algorithm co...
S. A. Dolenko, Yu. V. Orlov, I. G. Persiantsev, Ju...
TVCG
2008
110views more  TVCG 2008»
13 years 9 months ago
Visibility-driven Mesh Analysis and Visualization through Graph Cuts
In this paper we present an algorithm that operates on a triangular mesh and classifies each face of a triangle as either inside or outside. We present three example applications o...
Kaichi Zhou, Eugene Zhang, Jirí Bittner, Pe...
CDC
2010
IEEE
136views Control Systems» more  CDC 2010»
13 years 4 months ago
Multi-resolution path planning: Theoretical analysis, efficient implementation, and extensions to dynamic environments
A multi-resolution path planning algorithm based on the wavelet transform of the environment has been reported previously in the literature. In this paper, we provide a proof of co...
Raghvendra V. Cowlagi, Panagiotis Tsiotras
APWEB
2005
Springer
14 years 3 months ago
An Incremental Subspace Learning Algorithm to Categorize Large Scale Text Data
The dramatic growth in the number and size of on-line information sources has fueled increasing research interest in the incremental subspace learning problem. In this paper, we pr...
Jun Yan, QianSheng Cheng, Qiang Yang, Benyu Zhang
IPPS
2005
IEEE
14 years 3 months ago
PDM Sorting Algorithms That Take A Small Number of Passes
We live in an era of data explosion that necessitates the discovery of novel out-of-core techniques. The I/O bottleneck has to be dealt with in developing out-of-core methods. The...
Sanguthevar Rajasekaran, Sandeep Sen