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» Experimental Design for Variable Selection in Data Bases
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ICPR
2008
IEEE
16 years 1 months ago
A supervised learning approach for imbalanced data sets
This paper presents a new learning approach for pattern classification applications involving imbalanced data sets. In this approach, a clustering technique is employed to resamp...
Giang Hoang Nguyen, Abdesselam Bouzerdoum, Son Lam...
FGCN
2007
IEEE
119views Communications» more  FGCN 2007»
16 years 1 months ago
A Novel Adaptive Load Shedding Scheme for Data Stream Processing
In this paper, we present a novel feedback control-based load shedding scheme for data stream processing. Firstly we apply system identification to establish a dynamic model to de...
Yunyi Zhang, Chongzheng Huang, Deyun Zhang
EUROPAR
2000
Springer
15 years 10 months ago
Design and Evaluation of a Compiler-Directed Collective I/O Technique
Abstract. Current approaches to parallel I/O demand extensive user effort to obtain acceptable performance. This is in part due to difficulties in understanding the characteristics...
Gokhan Memik, Mahmut T. Kandemir, Alok N. Choudhar...
IGARSS
2009
15 years 4 months ago
Integrating Remote Sensing and Ancillary Data for Regional Ecosystem Assessment: Eucalyptus Grandis Agro-system in KwaZulu-Natal
The ability of various ecosystems to perform vital functions such as biodiversity production, and water, energy and nutrient cycling depends on the ecosystem state, i.e. health. E...
Moses Azong Cho, Jan van Aardt, Bongani Majeke, Ru...
DAC
1999
ACM
15 years 11 months ago
On ILP Formulations for Built-In Self-Testable Data Path Synthesis
In this paper, we present a new method to the built-in selftestable data path synthesis based on integer linear programming (ILP). Our method performs system register assignment, ...
Han Bin Kim, Dong Sam Ha, Takeshi Takahashi