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FLAIRS
2001
13 years 6 months ago
A Comparison of Noise Handling Techniques
Imperfectionsin datacanarise frommanysources.Thequality of the datais of primeconcernto anytask that involves dataanalysis.It is crucialthat wehavea goodunderstanding of dataimper...
Choh-Man Teng
ICIAR
2005
Springer
13 years 10 months ago
Soft-Switching Adaptive Technique of Impulsive Noise Removal in Color Images
In this paper a novel class of filters designed for the removal of impulsive noise in color images is presented. The proposed filter family is based on the kernel function which ...
Bogdan Smolka, Konstantinos N. Plataniotis
AIR
2004
113views more  AIR 2004»
13 years 4 months ago
Class Noise vs. Attribute Noise: A Quantitative Study
Real-world data is never perfect and can often suffer from corruptions (noise) that may impact interpretations of the data, models created from the data and decisions made based on...
Xingquan Zhu, Xindong Wu
ICASSP
2007
IEEE
13 years 11 months ago
Discriminating Two Types of Noise Sources using Cortical Representation and Dimension Reduction Technique
Content-based audio classification techniques have focused on classifying events that are both semantically and perceptually distinct (such as speech, music, environmental sounds...
Shiva Sundaram, Shrikanth Narayanan
ICALP
2004
Springer
13 years 10 months ago
A General Technique for Managing Strings in Comparison-Driven Data Structures
Abstract. This paper presents a general technique for optimally transforming any dynamic data structure D that operates on atomic and indivisible keys by constant-time comparisons,...
Gianni Franceschini, Roberto Grossi