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AUSAI
2009
Springer
15 years 10 months ago
Ensemble Approach for the Classification of Imbalanced Data
Ensembles are often capable of greater prediction accuracy than any of their individual members. As a consequence of the diversity between individual base-learners, an ensemble wil...
Vladimir Nikulin, Geoffrey J. McLachlan, Shu-Kay N...
151
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APGV
2006
ACM
111views Visualization» more  APGV 2006»
15 years 10 months ago
Discrimination and estimation of time-to-contact for approaching traffic using a desktop environment
Each year, thousands of pedestrians are injured or killed in traffic accidents. Identifying pedestrians' perceptual capabilities for street crossing decisions is an important...
A. Elizabeth Seward, Daniel H. Ashmead, Bobby Bode...
GECCO
2006
Springer
163views Optimization» more  GECCO 2006»
15 years 10 months ago
The quadratic multiple knapsack problem and three heuristic approaches to it
The quadratic multiple knapsack problem extends the quadratic knapsack problem with K knapsacks, each with its own capacity Ck. A greedy heuristic fills the knapsacks one at a tim...
Amanda Hiley, Bryant A. Julstrom
GRID
2000
Springer
15 years 10 months ago
MeSch - An Approach to Resource Management in a Distributed Environment
Resource management in the typical Grid environment based on multi-MPP systems or clusters today still is one of the challenging problems. We will present MeSch, a solution for the...
Gerd Quecke, Wolfgang Ziegler
CPAIOR
2010
Springer
15 years 10 months ago
An In-Out Approach to Disjunctive Optimization
Cutting plane methods are widely used for solving convex optimization problems and are of fundamental importance, e.g., to provide tight bounds for Mixed-Integer Programs (MIPs). T...
Matteo Fischetti, Domenico Salvagnin