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» Privacy in Data Mining Using Formal Methods
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KDD
2006
ACM
149views Data Mining» more  KDD 2006»
14 years 10 months ago
Regularized discriminant analysis for high dimensional, low sample size data
Linear and Quadratic Discriminant Analysis have been used widely in many areas of data mining, machine learning, and bioinformatics. Friedman proposed a compromise between Linear ...
Jieping Ye, Tie Wang
IFM
2009
Springer
119views Formal Methods» more  IFM 2009»
14 years 5 months ago
Parallel Processes with Real-Time and Data: The ATLANTIF Intermediate Format
Abstract. To model real-life critical systems, one needs“high-level”languages to express three important concepts: complex data structures, concurrency, and real-time. So far, ...
Jan Stöcker, Frédéric Lang, Hub...
PAKDD
2004
ACM
131views Data Mining» more  PAKDD 2004»
14 years 3 months ago
Mining of Web-Page Visiting Patterns with Continuous-Time Markov Models
This paper presents a new prediction model for predicting when an online customer leaves a current page and which next Web page the customer will visit. The model can forecast the ...
Qiming Huang, Qiang Yang, Joshua Zhexue Huang, Mic...
KDD
1997
ACM
143views Data Mining» more  KDD 1997»
14 years 2 months ago
Anytime Exploratory Data Analysis for Massive Data Sets
Exploratory data analysis is inherently an iterative, interactive endeavor. In the context of massive data sets, however, many current data analysis algorithms will not scale appr...
Padhraic Smyth, David Wolpert
SACMAT
2009
ACM
14 years 4 months ago
Evaluating role mining algorithms
While many role mining algorithms have been proposed in recent years, there lacks a comprehensive study to compare these algorithms. These role mining algorithms have been evaluat...
Ian Molloy, Ninghui Li, Tiancheng Li, Ziqing Mao, ...