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» Privacy in Data Mining Using Formal Methods
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IPPS
2003
IEEE
15 years 12 months ago
Parallel ROLAP Data Cube Construction On Shared-Nothing Multiprocessors
The pre-computation of data cubes is critical to improving the response time of On-Line Analytical Processing (OLAP) systems and can be instrumental in accelerating data mining tas...
Ying Chen, Frank K. H. A. Dehne, Todd Eavis, Andre...
PKDD
2009
Springer
138views Data Mining» more  PKDD 2009»
16 years 1 months ago
Margin and Radius Based Multiple Kernel Learning
A serious drawback of kernel methods, and Support Vector Machines (SVM) in particular, is the difficulty in choosing a suitable kernel function for a given dataset. One of the appr...
Huyen Do, Alexandros Kalousis, Adam Woznica, Melan...
PAKDD
2010
ACM
151views Data Mining» more  PAKDD 2010»
15 years 11 months ago
Ensemble Learning Based on Multi-Task Class Labels
Abstract. It is well known that diversity among component classifiers is crucial for constructing a strong ensemble. Most existing ensemble methods achieve this goal through resam...
Qing Wang, Liang Zhang
161
Voted
NDSS
2009
IEEE
16 years 1 months ago
The Blind Stone Tablet: Outsourcing Durability to Untrusted Parties
We introduce a new paradigm for outsourcing the durability property of a multi-client transactional database to an untrusted service provider. Specifically, we enable untrusted s...
Peter Williams, Radu Sion, Dennis Shasha
FOSAD
2009
Springer
15 years 10 months ago
Verification of Concurrent Programs with Chalice
A program verifier is a tool that allows developers to prove that their code satisfies its specification for every possible input and every thread schedule. These lecture notes des...
K. Rustan M. Leino, Peter Müller, Jan Smans