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ICAPR
2009
Springer
15 years 10 months ago
Relevant and Redundant Feature Analysis with Ensemble Classification
— Feature selection and ensemble classification increase system efficiency and accuracy in machine learning, data mining and biomedical informatics. This research presents an ana...
Rakkrit Duangsoithong, Terry Windeatt
PREMI
2009
Springer
15 years 10 months ago
Data Mining by Navigation - An Experience with Systems Biology
This paper proposes a navigational method for mining by collecting evidences from diverse data sources. Since the representation method and even semantics of data elements differ w...
Amarnath Gupta, Michael Baitaluk, Animesh Ray, Adi...
114
Voted
ICPR
2008
IEEE
15 years 10 months ago
Beyond partitions: Allowing overlapping groups in pairwise clustering
The field of pairwise clustering is currently dominated by the idea of dividing a set of objects into disjoints classes, thereby giving rise to (hard) partitions of the input dat...
Andrea Torsello, Samuel Rota Bulò, Marcello...
106
Voted
AVSS
2007
IEEE
15 years 9 months ago
Recovering the linguistic components of the manual signs in American Sign Language
Manual signs in American Sign Language (ASL) are constructed using three building blocks – handshape, motion, and place of articulations. Only when these three are successfully ...
Liya Ding, Aleix M. Martínez
123
Voted
ICMCS
2007
IEEE
158views Multimedia» more  ICMCS 2007»
15 years 9 months ago
Automatic Multi-Modal Meeting Camera Selection for Video-Conferences and Meeting Browsers
In a video-conference the participants usually see the video of the speaker. However if somebody reacts (e. g. nodding) the system should switch to his video. Current systems do n...
Marc Al-Hames, Benedikt Hörnler, Ronald M&uum...