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ML
2008
ACM
15 years 4 months ago
Incremental exemplar learning schemes for classification on embedded devices
Although memory-based classifiers offer robust classification performance, their widespread usage on embedded devices is hindered due to the device's limited memory resources...
Ankur Jain, Daniel Nikovski
152
Voted
ENVSOFT
2007
122views more  ENVSOFT 2007»
15 years 4 months ago
Fuzzy expert systems and GIS for cholera health risk prediction in southern Africa
Cholera (Vibrio cholerae) is endemic in southern Africa and frequently breaks out in epidemics along the eastern seaboard. Extensive resources are directed at combating cholera ye...
Gavin Fleming, Marna van der Merwe, Graeme McFerre...
161
Voted
PR
2006
164views more  PR 2006»
15 years 4 months ago
Locally linear metric adaptation with application to semi-supervised clustering and image retrieval
Many computer vision and pattern recognition algorithms are very sensitive to the choice of an appropriate distance metric. Some recent research sought to address a variant of the...
Hong Chang, Dit-Yan Yeung
127
Voted
ISCI
2007
115views more  ISCI 2007»
15 years 4 months ago
Compressed histograms with arbitrary bucket layouts for selectivity estimation
Selectivity estimation is an important step of query optimization in a database management system, and multidimensional histogram techniques have proved promising for selectivity ...
Dennis Fuchs, Zhen He, Byung Suk Lee
163
Voted
BMCBI
2005
98views more  BMCBI 2005»
15 years 4 months ago
Iterative approach to model identification of biological networks
Background: Recent advances in molecular biology techniques provide an opportunity for developing detailed mathematical models of biological processes. An iterative scheme is intr...
Kapil G. Gadkar, Rudiyanto Gunawan, Francis J. Doy...
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