2958 search results - page 54 / 592 » Using Anonymized Data for Classification |
110
Voted
JMLR
2010
14 years 7 months ago
2010
We present a general method for explaining individual predictions of classification models. The method is based on fundamental concepts from coalitional game theory and prediction...
175
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KDD
2001
ACM
16 years 29 days ago
2001
ACM
Breast cancer represents the second leading cause of cancer deaths in women today and it is the most common type of cancer in women. This paper presents some experiments for tumou...
100
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SSDBM
2007
IEEE
15 years 6 months ago
2007
IEEE
K-anonymity is a simple yet practical mechanism to protect privacy against attacks of re-identifying individuals by joining multiple public data sources. All existing methods achi...
CSDA
2006
15 years 18 days ago
2006
Emerging patterns represent a class of interaction structures which has been recently proposed as a tool in data mining. In this paper, a new and more general definition refering ...
82
Voted
IDEAL
2009
Springer
14 years 10 months ago
2009
Springer
Many classification algorithms use the concept of distance or similarity between patterns. Previous work has shown that it is advantageous to optimize general Euclidean distances (...