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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
APAL
2002
83views more  APAL 2002»
15 years 6 months ago
Inherently nonfinitely based lattices
We give a general method for constructing lattices L whose equational theories are inherently nonfinitely based. This means that the equational class (that is, the variety) genera...
Ralph Freese, George F. McNulty, James B. Nation
IWPC
2009
IEEE
16 years 1 months ago
OGAN: Visualizing object interaction scenarios based on dynamic interaction context
Visualizing an execution trace of an object-oriented system as sequence diagrams is effective to understand the behavior of the system. To support developers to understand concret...
Munakata Satoshi, Takashi Ishio, Katsuro Inoue
JMLR
2006
107views more  JMLR 2006»
15 years 6 months ago
Bounds for the Loss in Probability of Correct Classification Under Model Based Approximation
In many pattern recognition/classification problem the true class conditional model and class probabilities are approximated for reasons of reducing complexity and/or of statistic...
Magnus Ekdahl, Timo Koski
IJPRAI
2010
105views more  IJPRAI 2010»
15 years 3 months ago
An Ontology-Based Model for Representing Image Processing Application Objectives
This paper investigates what kinds of information are necessary and sufficient to design and evaluate image processing software programs and proposes a representation of these inf...
Régis Clouard, Arnaud Renouf, Marinette Rev...