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» Distributed linear discriminant analysis
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NIME
2004
Springer
162views Music» more  NIME 2004»
15 years 6 months ago
The Architecture of Auracle: a Real-Time, Distributed, Collaborative Instrument
Auracle is a “group instrument,” controlled by the voice, for real-time, interactive, distributed music making over the Internet. It is implemented in the JavaTM programming l...
Chandrasekhar Ramakrishnan, Jason Freeman, Kristja...
132
Voted
PODS
2010
ACM
306views Database» more  PODS 2010»
15 years 5 months ago
Optimizing linear counting queries under differential privacy
Differential privacy is a robust privacy standard that has been successfully applied to a range of data analysis tasks. But despite much recent work, optimal strategies for answe...
Chao Li, Michael Hay, Vibhor Rastogi, Gerome Mikla...
KDD
2006
ACM
179views Data Mining» more  KDD 2006»
16 years 1 months ago
Extracting key-substring-group features for text classification
In many text classification applications, it is appealing to take every document as a string of characters rather than a bag of words. Previous research studies in this area mostl...
Dell Zhang, Wee Sun Lee
122
Voted
SP
1996
IEEE
101views Security Privacy» more  SP 1996»
15 years 5 months ago
An Immunological Approach to Change Detection: Algorithms, Analysis and Implications
We present new results on a distributable changedetection method inspired by the natural immune system. A weakness in the original algorithm was the exponential cost of generating...
Patrik D'haeseleer, Stephanie Forrest, Paul Helman
124
Voted
BMCBI
2010
126views more  BMCBI 2010»
15 years 27 days ago
A boosting method for maximizing the partial area under the ROC curve
Background: The receiver operating characteristic (ROC) curve is a fundamental tool to assess the discriminant performance for not only a single marker but also a score function c...
Osamu Komori, Shinto Eguchi