13277 search results - page 335 / 2656 » An Approach to Clustering Abstracts |
230
Voted
HIS
2008
15 years 9 months ago
2008
The class imbalance problem (when one of the classes has much less samples than the others) is of great importance in machine learning, because it corresponds to many critical app...
203
click to vote
AIA
2006
15 years 9 months ago
2006
In a manufacturing environment it is often necessary to perform a manual inventory of finished goods and raw materials. These raw materials might be wood, plastic or metal and oft...
248
click to vote
KDID
2004
15 years 9 months ago
2004
Condensed representations of pattern collections have been recognized to be important building blocks of inductive databases, a promising theoretical framework for data mining, and...
205
click to vote
NIPS
2004
15 years 9 months ago
2004
We present an algorithm to perform blind, one-microphone speech separation. Our algorithm separates mixtures of speech without modeling individual speakers. Instead, we formulate ...
188
click to vote
NIPS
2003
15 years 9 months ago
2003
We introduce an information theoretic method for nonparametric, nonlinear dimensionality reduction, based on the infinite cluster limit of rate distortion theory. By constraining...