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DAS
2008
Springer
15 years 8 months ago
New Oversampling Approaches Based on Polynomial Fitting for Imbalanced Data Sets
In classification tasks, class-modular strategy has been widely used. It has outperformed classical strategy for pattern classification task in many applications [1]. However, in ...
Sami Gazzah, Najoua Essoukri Ben Amara
ISLPED
2007
ACM
96views Hardware» more  ISLPED 2007»
15 years 8 months ago
Low-power process-variation tolerant arithmetic units using input-based elastic clocking
In this paper we propose a design methodology for low-power, high-performance, process-variation tolerant architecture for arithmetic units. The novelty of our approach lies in th...
Debabrata Mohapatra, Georgios Karakonstantis, Kaus...
LREC
2010
208views Education» more  LREC 2010»
15 years 8 months ago
Extraction of German Multiword Expressions from Parsed Corpora Using Context Features
We report about tools for the extraction of German multiword expressions (MWEs) from text corpora; we extract word pairs, but also longer MWEs of different patterns, e.g. verb-nou...
Marion Weller, Ulrich Heid
HIS
2008
15 years 8 months ago
Improving the Performance of Partitioning Methods for Crowd Simulations
Simulating the realistic behavior of large crowds of autonomous agents is still a challenge for the computer graphics community. In order to handle large crowds, some scalable arc...
Guillermo Vigueras, Miguel Lozano, Juan Manuel Ord...
FLAIRS
2004
15 years 8 months ago
Decision Tree Extraction from Trained Neural Networks
Artificial Neural Networks (ANNs) have proved both a popular and powerful technique for pattern recognition tasks in a number of problem domains. However, the adoption of ANNs in ...
Darren Dancey, David McLean, Zuhair Bandar