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» Privacy in Data Mining Using Formal Methods
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150
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WWW
2009
ACM
13 years 10 months ago
The slashdot zoo: mining a social network with negative edges
We analyse the corpus of user relationships of the Slashdot technology news site. The data was collected from the Slashdot Zoo feature where users of the website can tag other user...
J. Kunegis, A. Lomatzsch, and C. Bauckhage
ICDE
2008
IEEE
153views Database» more  ICDE 2008»
16 years 3 months ago
A Framework for Clustering Uncertain Data Streams
Abstract-- In recent years, uncertain data management applications have grown in importance because of the large number of hardware applications which measure data approximately. F...
Charu C. Aggarwal, Philip S. Yu
PAKDD
2005
ACM
96views Data Mining» more  PAKDD 2005»
15 years 7 months ago
Kernels over Relational Algebra Structures
Abstract. In this paper we present a novel and general framework based on concepts of relational algebra for kernel-based learning over relational schema. We exploit the notion of ...
Adam Woznica, Alexandros Kalousis, Melanie Hilario
143
Voted
KDD
2001
ACM
187views Data Mining» more  KDD 2001»
16 years 2 months ago
Random projection in dimensionality reduction: applications to image and text data
Random projections have recently emerged as a powerful method for dimensionality reduction. Theoretical results indicate that the method preserves distances quite nicely; however,...
Ella Bingham, Heikki Mannila
FMCAD
2008
Springer
15 years 3 months ago
Scheduling Optimisations for SPIN to Minimise Buffer Requirements in Synchronous Data Flow
Synchronous Data flow (SDF) graphs have a simple and elegant semantics (essentially linear algebra) which makes SDF graphs eminently suitable as a vehicle for studying scheduling o...
Pieter H. Hartel, Theo C. Ruys, Marc C. W. Geilen