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» A space efficient algorithm for group structure computation
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150
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ICML
2006
IEEE
16 years 4 months ago
The relationship between Precision-Recall and ROC curves
Receiver Operator Characteristic (ROC) curves are commonly used to present results for binary decision problems in machine learning. However, when dealing with highly skewed datas...
Jesse Davis, Mark Goadrich
KDD
2009
ACM
217views Data Mining» more  KDD 2009»
16 years 4 months ago
Efficient anomaly monitoring over moving object trajectory streams
Lately there exist increasing demands for online abnormality monitoring over trajectory streams, which are obtained from moving object tracking devices. This problem is challengin...
Yingyi Bu, Lei Chen 0002, Ada Wai-Chee Fu, Dawei L...
143
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RECOMB
2006
Springer
16 years 4 months ago
Structural Alignment of Pseudoknotted RNA
In this paper, we address the problem of discovering novel non-coding RNA (ncRNA) using primary sequence, and secondary structure conservation, focusing on ncRNA families with pseu...
Banu Dost, Buhm Han, Shaojie Zhang, Vineet Bafna
ISLPED
2010
ACM
206views Hardware» more  ISLPED 2010»
15 years 4 months ago
Energy efficient implementation of parallel CMOS multipliers with improved compressors
Booth encoding is believed to yield faster multiplier designs with higher energy consumption. 16x16-bit Booth and NonBooth multipliers are analyzed in energy and delay space under...
Dursun Baran, Mustafa Aktan, Vojin G. Oklobdzija
DAGM
2004
Springer
15 years 7 months ago
Efficient Face Detection by a Cascaded Support Vector Machine Using Haar-Like Features
Abstract. In this paper, we present a novel method for reducing the computational complexity of a Support Vector Machine (SVM) classifier without significant loss of accuracy. We a...
Matthias Rätsch, Sami Romdhani, Thomas Vetter