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SDM
2008
SIAM
177views Data Mining» more  SDM 2008»
15 years 5 months ago
Roughly Balanced Bagging for Imbalanced Data
Imbalanced class problems appear in many real applications of classification learning. We propose a novel sampling method to improve bagging for data sets with skewed class distri...
Shohei Hido, Hisashi Kashima
ICRA
2002
IEEE
144views Robotics» more  ICRA 2002»
15 years 9 months ago
Sensing Nanonewton Level Forces by Visually Tracking Structural Deformations
When assembling MEMS devices or manipulating biological cells it is often beneficial to have information about the force that is being applied to these objects. This force informa...
Michael A. Greminger, Ge Yang, Bradley J. Nelson
IWPC
2009
IEEE
15 years 11 months ago
An exploratory study on assessing feature location techniques
This paper presents an exploratory study of ten feature location techniques that use various combinations of textual, dynamic, and static analyses. Unlike previous studies, the ap...
Meghan Revelle, Denys Poshyvanyk
GECCO
2009
Springer
125views Optimization» more  GECCO 2009»
15 years 9 months ago
Preserving population diversity for the multi-objective vehicle routing problem with time windows
The Vehicle Routing Problem’s main objective is to find the lowest-cost set of routes to deliver goods to customers, which have a service time window, using a fleet of identic...
Abel Garcia-Najera
112
Voted
ESA
2007
Springer
93views Algorithms» more  ESA 2007»
15 years 10 months ago
Polynomial Time Algorithms for Minimum Energy Scheduling
The aim of power management policies is to reduce the amount of energy consumed by computer systems while maintaining satisfactory level of performance. One common method for savin...
Philippe Baptiste, Marek Chrobak, Christoph Dü...