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NIPS
2004
14 years 11 months ago
An Application of Boosting to Graph Classification
This paper presents an application of Boosting for classifying labeled graphs, general structures for modeling a number of real-world data, such as chemical compounds, natural lan...
Taku Kudo, Eisaku Maeda, Yuji Matsumoto
PAMI
1998
127views more  PAMI 1998»
14 years 9 months ago
The Random Subspace Method for Constructing Decision Forests
—Much of previous attention on decision trees focuses on the splitting criteria and optimization of tree sizes. The dilemma between overfitting and achieving maximum accuracy is ...
Tin Kam Ho
SAC
2008
ACM
14 years 9 months ago
Extending omniscient debugging to support aspect-oriented programming
Debugging is a tedious and costly process that demands a profound understanding of the dynamic behavior of programs. Debugging aspect-oriented software is even more difficult: to ...
Guillaume Pothier, Éric Tanter
APSEC
2010
IEEE
14 years 4 months ago
Testing Inter-layer and Inter-task Interactions in RTES Applications
Abstract--Real-time embedded systems (RTESs) are becoming increasingly ubiquitous, controlling a wide variety of popular and safety-critical devices. Effective testing techniques c...
Ahyoung Sung, Witawas Srisa-an, Gregg Rothermel, T...
ICASSP
2011
IEEE
14 years 1 months ago
Binaural sound source separation motivated by auditory processing
In this paper we present a new method of signal processing for robust speech recognition using two microphones. The method, loosely based on the human binaural hearing system, con...
Chanwoo Kim, Kshitiz Kumar, Richard M. Stern