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183
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ICDM
2003
IEEE
98views Data Mining» more  ICDM 2003»
16 years 18 days ago
On the Privacy Preserving Properties of Random Data Perturbation Techniques
Privacy is becoming an increasingly important issue in many data mining applications. This has triggered the development of many privacy-preserving data mining techniques. A large...
Hillol Kargupta, Souptik Datta, Qi Wang, Krishnamo...
198
Voted
ICDM
2010
IEEE
119views Data Mining» more  ICDM 2010»
15 years 5 months ago
Visually Controllable Data Mining Methods
A large number of data mining methods are, as such, not applicable to fast, intuitive, and interactive use. Thus, there is a need for visually controllable data mining methods. Suc...
Kai Puolamäki, Panagiotis Papapetrou, Jefrey ...
343
Voted
ICDE
2008
IEEE
195views Database» more  ICDE 2008»
16 years 8 months ago
LOCUST: An Online Analytical Processing Framework for High Dimensional Classification of Data Streams
Abstract-- In recent years, data streams have become ubiquitous because of advances in hardware and software technology. The ability to adapt conventional mining problems to data s...
Charu C. Aggarwal, Philip S. Yu
223
Voted
DKE
2006
125views more  DKE 2006»
15 years 7 months ago
Online clustering of parallel data streams
In recent years, the management and processing of so-called data streams has become a topic of active research in several fields of computer science such as, e.g., distributed sys...
Jürgen Beringer, Eyke Hüllermeier
191
Voted
SMA
2003
ACM
151views Solid Modeling» more  SMA 2003»
16 years 16 days ago
An architecture for universal CAD data exchange
Parametric feature-based CAD data exchange is one of the most important open problems in solid modeling. The problem is significant and challenging both scientifically and comme...
Ari Rappoport