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CEC
2008
IEEE
14 years 2 months ago
A Quantum-inspired Genetic Algorithm for data clustering
—The conventional K-Means clustering algorithm must know the number of clusters in advance and the clustering result is sensitive to the selection of the initial cluster centroid...
Jing Xiao, YuPing Yan, Ying Lin, Ling Yuan, Jun Zh...
ICDM
2008
IEEE
113views Data Mining» more  ICDM 2008»
14 years 2 months ago
Online Reliability Estimates for Individual Predictions in Data Streams
Several predictive systems are nowadays vital for operations and decision support. The quality of these systems is most of the time defined by their average accuracy which has lo...
Pedro Pereira Rodrigues, João Gama, Zoran B...
ITC
2003
IEEE
177views Hardware» more  ITC 2003»
14 years 1 months ago
Analyzing the Effectiveness of Multiple-Detect Test Sets
Multiple-detect test sets have been shown to be effective in lowering defect level. Other researchers have noted that observing the effects of a defect can be controlled by sensit...
R. D. (Shawn) Blanton, Kumar N. Dwarakanath, Aniru...
NSPW
2003
ACM
14 years 1 months ago
Owner-controlled information
Large-scale data breaches exposing sensitive personal information are becoming commonplace. For numerous reasons, conventional personal (identification) information leaks from da...
Carrie Gates, Jacob Slonim
CIARP
2009
Springer
13 years 12 months ago
Pigmented Skin Lesions Classification Using Dermatoscopic Images
In this paper we propose a machine learning approach to classify melanocytic lesions in malignant and benign from dermatoscopic images. The image database is composed of 433 benign...
Germán Capdehourat, Andrés Corez, An...