734 search results - page 91 / 147 » A New Indexing Method for High Dimensional Dataset |
94
Voted
CVPR
2010
IEEE
15 years 6 months ago
2010
IEEE
Non-negative matrix factorization (NMF) is an excellent tool for unsupervised parts-based learning, but proves to be ineffective when parts of a whole follow a specific pattern. ...
124
Voted
SBRN
2008
IEEE
15 years 7 months ago
2008
IEEE
The design of an autonomous navigation system for mobile robots can be a tough task. Noisy sensors, unstructured environments and unpredictability are among the problems which mus...
117
Voted
CBMS
2007
IEEE
15 years 7 months ago
2007
IEEE
In this paper, we propose a new classification method that addresses classification in multiple categories of textual documents. We call it Matrix Regression (MR) due to its resem...
99
Voted
NIPS
2007
15 years 2 months ago
2007
We present a new class of models for high-dimensional nonparametric regression and classification called sparse additive models (SpAM). Our methods combine ideas from sparse line...
131
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NECO
2000
15 years 17 days ago
2000
We present a new method that we call Generalized Discriminant Analysis (GDA) to deal with nonlinear discriminant analysis using kernel function operator. The underlying theory is ...