Sciweavers

871 search results - page 11 / 175
» Selection of Classifiers Based on Multiple Classifier Behavi...
Sort
View
TKDE
2010
183views more  TKDE 2010»
14 years 10 months ago
Filter-Based Data Partitioning for Training Multiple Classifier Systems
Rozita A. Dara, Masoud Makrehchi, Mohamed S. Kamel
ESANN
2004
15 years 1 months ago
Online policy adaptation for ensemble classifiers
Ensemble algorithms can improve the performance of a given learning algorithm through the combination of multiple base classifiers into an ensemble. In this paper, the idea of usin...
Christos Dimitrakakis, Samy Bengio
ICASSP
2011
IEEE
14 years 3 months ago
Feature selection based on Multiple Kernel Learning for single-channel sound source localization using the acoustic transfer fun
This paper presents a sound source (talker) localization method using only a single microphone. In our previous work [1], we discussed the single-channel sound source localization...
Ryoichi Takashima, Tetsuya Takiguchi, Yasuo Ariki
KBS
2006
79views more  KBS 2006»
14 years 11 months ago
Using multiple and negative target rules to make classifiers more understandable
One major goal for data mining is to understand data. Rule based methods are better than other methods in making mining results comprehensible. However, the current rule based cla...
Jiuyong Li, Jason Jones
AVSS
2007
IEEE
15 years 6 months ago
Classifying and tracking multiple persons for proactive surveillance of mass transport systems
We describe a pedestrian classification and tracking system that is able to track and label multiple people in an outdoor environment such as a railway station. The features sele...
Suyu Kong, Conrad Sanderson, Brian C. Lovell