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» Some Methods of Replacing the Nearest Neighbor Method
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3DIM
2003
IEEE
14 years 29 days ago
Taking Consensus of Signed Distance Field for Complementing Unobservable Surface
When we use range finders to observe the shape of an object, many occluded areas may occur. These become holes and gaps in the model and make it undesirable to utilize the model ...
Ryusuke Sagawa, Katsushi Ikeuchi
ICDAR
2003
IEEE
14 years 29 days ago
Image Segmentation By Learning Approach
This article describes a new segmentation by thresholding approach based on learning. The method consists in learning to threshold correctly submitting both an image and its ideal...
Horacio Andrés Legal-Ayala, Jacques Facon
IBPRIA
2003
Springer
14 years 26 days ago
Comparison of Log-linear Models and Weighted Dissimilarity Measures
Abstract. We compare two successful discriminative classification algorithms on three databases from the UCI and STATLOG repositories. The two approaches are the log-linear model ...
Daniel Keysers, Roberto Paredes, Enrique Vidal, He...
DMKD
1999
ACM
108views Data Mining» more  DMKD 1999»
13 years 12 months ago
Classification as Mining and Use of Labeled Itemsets
We investigate the relationship between association and classification mining. The main issue in association mining is the discovery of interesting patterns of the data, so called...
Dimitris Meretakis, Beat Wüthrich
ISNN
2010
Springer
13 years 6 months ago
Pruning Training Samples Using a Supervised Clustering Algorithm
As practical pattern classification tasks are often very-large scale and serious imbalance such as patent classification, using traditional pattern classification techniques in ...
Minzhang Huang, Hai Zhao, Bao-Liang Lu