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» Using Data Mining in MURA Graphic Problems
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KDD
2006
ACM
166views Data Mining» more  KDD 2006»
16 years 4 months ago
Anonymizing sequential releases
An organization makes a new release as new information become available, releases a tailored view for each data request, releases sensitive information and identifying information...
Ke Wang, Benjamin C. M. Fung
ICDM
2006
IEEE
89views Data Mining» more  ICDM 2006»
15 years 10 months ago
On the Lower Bound of Local Optimums in K-Means Algorithm
The k-means algorithm is a popular clustering method used in many different fields of computer science, such as data mining, machine learning and information retrieval. However, ...
Zhenjie Zhang, Bing Tian Dai, Anthony K. H. Tung
AMDO
2008
Springer
15 years 6 months ago
Online and Offline Fingerprint Template Update Using Minutiae: An Experimental Comparison
Abstract. Although the template fingerprint collected during the registration phase of personal verification systems can be considered in principle as representative of the subject...
Biagio Freni, Gian Luca Marcialis, Fabio Roli
KDD
2007
ACM
178views Data Mining» more  KDD 2007»
16 years 4 months ago
Practical learning from one-sided feedback
In many data mining applications, online labeling feedback is only available for examples which were predicted to belong to the positive class. Such applications include spam filt...
D. Sculley
KAIS
2006
121views more  KAIS 2006»
15 years 4 months ago
Using discriminant analysis for multi-class classification: an experimental investigation
Abstract. Many supervised machine learning tasks can be cast as multi-class classification problems. Support vector machines (SVMs) excel at binary classification problems, but the...
Tao Li, Shenghuo Zhu, Mitsunori Ogihara