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» Using Anonymized Data for Classification
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IJCAI
2003
15 years 1 months ago
Learning to Classify Texts Using Positive and Unlabeled Data
In traditional text classification, a classifier is built using labeled training documents of every class. This paper studies a different problem. Given a set P of documents of a ...
Xiaoli Li, Bing Liu
122
Voted
ICDM
2009
IEEE
176views Data Mining» more  ICDM 2009»
14 years 10 months ago
SISC: A Text Classification Approach Using Semi Supervised Subspace Clustering
Text classification poses some specific challenges. One such challenge is its high dimensionality where each document (data point) contains only a small subset of them. In this pap...
Mohammad Salim Ahmed, Latifur Khan
ICPR
2010
IEEE
15 years 4 months ago
Baby-Posture Classification from Pressure-Sensor Data
The activity of babies and more specifically the posture of babies is an important aspect in their safety and development. In this paper, we studied the automatic classification o...
Sabri Boughorbel, Fons Bruekers, Jeroen Breebaart
ICDM
2009
IEEE
143views Data Mining» more  ICDM 2009»
15 years 7 months ago
An Attack on the Privacy of Sanitized Data that Fuses the Outputs of Multiple Data Miners
Abstract—Data sanitization has been used to restrict reidentification of individuals and disclosure of sensitive information from published data. We propose an attack on the pri...
Michal Sramka, Reihaneh Safavi-Naini, Jörg De...
PKDD
2000
Springer
116views Data Mining» more  PKDD 2000»
15 years 4 months ago
Prior Knowledge in Economic Applications of Data Mining
A common form of prior knowledge in economic modelling concerns the monotonicity of relations between the dependent and explanatory variables. Monotonicity may also be an important...
A. J. Feelders