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168
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ICIP
2000
IEEE
15 years 11 months ago
Model-Aided Coding: Using 3-D Scene Models in Motion-Compensated Video Coding
We show that traditional waveform-coding and 3-D modelbased coding are not competing alternatives but should be combined to support and complement each other. Both approaches are ...
Peter Eisert, Thomas Wiegand, Bernd Girod
181
Voted
ICDCS
1998
IEEE
15 years 11 months ago
LBF: A Performance Metric for Program Reorganization
We introduce a new performance metric, called Load Balancing Factor (LBF), to assist programmers with evaluating different tuning alternatives. The LBF metric differs from traditi...
Hyeonsang Eom, Jeffrey K. Hollingsworth
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...
ECCV
2010
Springer
15 years 10 months ago
Exploiting Repetitive Object Patterns for Model Compression and Completion
Many man-made and natural structures consist of similar elements arranged in regular patterns. In this paper we present an unsupervised approach for discovering and reasoning on re...
ICANNGA
2007
Springer
100views Algorithms» more  ICANNGA 2007»
15 years 10 months ago
Softening Splits in Decision Trees Using Simulated Annealing
Predictions computed by a classification tree are usually constant on axis-parallel hyperrectangles corresponding to the leaves and have strict jumps on their boundaries. The densi...
Jakub Dvorák, Petr Savický