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91
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ISCI
1998
139views more  ISCI 1998»
15 years 5 days ago
A Rough Set Approach to Attribute Generalization in Data Mining
This paper presents a method for updating approximations of a concept incrementally. The results can be used to implement a quasi-incremental algorithm for learning classification...
Chien-Chung Chan
93
Voted
PCM
2009
Springer
97views Multimedia» more  PCM 2009»
15 years 7 months ago
Evaluating a Multimedia-Based Tele-Ophthalmology System
In a conventional eye department of hospital, an optometrist samples the eyes of a patient with medical instruments (e.g. camera, ophthalmoscope), and then delivers the medical rec...
Yongdong Wu, Haixia Yao, Zhigang Zhao
101
Voted
ICDAR
2009
IEEE
15 years 7 months ago
Evaluating Retraining Rules for Semi-Supervised Learning in Neural Network Based Cursive Word Recognition
Training a system to recognize handwritten words is a task that requires a large amount of data with their correct transcription. However, the creation of such a training set, inc...
Volkmar Frinken, Horst Bunke
90
Voted
SDM
2009
SIAM
154views Data Mining» more  SDM 2009»
15 years 9 months ago
AMORI: A Metric-Based One Rule Inducer.
The requirements of real-world data mining problems vary extensively. It is plausible to assume that some of these requirements can be expressed as application-specific performan...
Niklas Lavesson, Paul Davidsson