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» Using Anonymized Data for Classification
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MICCAI
2005
Springer
16 years 3 months ago
MRI Tissue Classification with Neighborhood Statistics: A Nonparametric, Entropy-Minimizing Approach
We introduce a novel approach for magnetic resonance image (MRI) brain tissue classification by learning image neighborhood statistics from noisy input data using nonparametric den...
Tolga Tasdizen, Suyash P. Awate, Ross T. Whitaker,...
78
Voted
KDD
2002
ACM
119views Data Mining» more  KDD 2002»
16 years 3 months ago
On effective classification of strings with wavelets
In recent years, the technological advances in mapping genes have made it increasingly easy to store and use a wide variety of biological data. Such data are usually in the form o...
Charu C. Aggarwal
157
Voted
ICDCS
2009
IEEE
15 years 11 months ago
CAP: A Context-Aware Privacy Protection System for Location-Based Services
We address issues related to privacy protection in location-based services (LBS). Most existing research in this field either requires a trusted third-party (anonymizer) or uses ...
Aniket Pingley, Wei Yu, Nan Zhang 0004, Xinwen Fu,...
139
Voted
PAM
2011
Springer
14 years 5 months ago
Omnify: Investigating the Visibility and Effectiveness of Copyright Monitors
1 The arms race between copyright agencies and P2P users is an ongoing and evolving struggle. On the one hand, content providers are using several techniques to stealthily find un...
Rahul Potharaju, Jeff Seibert, Sonia Fahmy, Cristi...
145
Voted
ADMA
2008
Springer
124views Data Mining» more  ADMA 2008»
15 years 4 months ago
Dimensionality Reduction for Classification
We investigate the effects of dimensionality reduction using different techniques and different dimensions on six two-class data sets with numerical attributes as pre-processing fo...
Frank Plastria, Steven De Bruyne, Emilio Carrizosa