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ICDM
2006
IEEE
118views Data Mining» more  ICDM 2006»
14 years 2 months ago
Generalizing Version Space Support Vector Machines for Non-Separable Data
Although version space support vector machines (VSSVMs) are a successful approach to reliable classification [6], they are restricted to separable data. This paper proposes gener...
Evgueni N. Smirnov, Ida G. Sprinkhuizen-Kuyper, Ni...
KDD
2000
ACM
121views Data Mining» more  KDD 2000»
14 years 12 days ago
Mining high-speed data streams
Many organizations today have more than very large databases; they have databases that grow without limit at a rate of several million records per day. Mining these continuous dat...
Pedro Domingos, Geoff Hulten
KDD
2004
ACM
159views Data Mining» more  KDD 2004»
14 years 2 months ago
Optimal randomization for privacy preserving data mining
Randomization is an economical and efficient approach for privacy preserving data mining (PPDM). In order to guarantee the performance of data mining and the protection of individ...
Michael Yu Zhu, Lei Liu
BPM
2009
Springer
143views Business» more  BPM 2009»
14 years 3 months ago
Integrating Users in Object-Aware Process Management Systems: Issues and Challenges
Despite the increasing maturity of contemporary Workflow Management Systems (WfMS), there still exist numerous process-aware application systems with more or less hard-coded proce...
Vera Künzle, Manfred Reichert
ADMA
2006
Springer
149views Data Mining» more  ADMA 2006»
14 years 2 months ago
An Interactive Visualization Environment for Data Exploration Using Points of Interest
We present in this paper an interactive method for numeric or symbolic data visualization that allows a domain expert to extract useful knowledge and information. We propose a new ...
David Da Costa, Gilles Venturini