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» Sorting and selection on dynamic data
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DIS
2008
Springer
15 years 1 months ago
Unsupervised Classifier Selection Based on Two-Sample Test
We propose a well-founded method of ranking a pool of m trained classifiers by their suitability for the current input of n instances. It can be used when dynamically selecting a s...
Timo Aho, Tapio Elomaa, Jussi Kujala
ICCV
2009
IEEE
14 years 9 months ago
Robust facial feature tracking using selected multi-resolution linear predictors
This paper proposes a learnt data-driven approach for accurate, real-time tracking of facial features using only intensity information. Constraints such as a-priori shape models o...
Eng-Jon Ong, Yuxuan Lan, Barry Theobald, Richard H...
KDD
2000
ACM
222views Data Mining» more  KDD 2000»
15 years 3 months ago
Interactive exploration of very large relational datasets through 3D dynamic projections
The grand tour, one of the most popular methods for multidimensional data exploration, is based on orthogonally projecting multidimensional data to a sequence of lower dimensional...
Li Yang
CBMS
2008
IEEE
15 years 1 months ago
Effectiveness of Local Feature Selection in Ensemble Learning for Prediction of Antimicrobial Resistance
In the real world concepts are often not stable but change over time. A typical example of this in the biomedical context is antibiotic resistance, where pathogen sensitivity may ...
Seppo Puuronen, Mykola Pechenizkiy, Alexey Tsymbal
IMC
2007
ACM
15 years 1 months ago
On the impact of route monitor selection
Several route monitoring systems have been set up to help understand the Internet routing system. They operate by gathering realtime BGP updates from different networks. Many stud...
Ying Zhang, Zheng Zhang, Zhuoqing Morley Mao, Y. C...