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» Active Mining in a Distributed Setting
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69
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KDD
2007
ACM
112views Data Mining» more  KDD 2007»
16 years 1 months ago
Statistical change detection for multi-dimensional data
This paper deals with detecting change of distribution in multi-dimensional data sets. For a given baseline data set and a set of newly observed data points, we define a statistic...
Xiuyao Song, Mingxi Wu, Christopher M. Jermaine, S...
85
Voted
AIM
2006
15 years 2 months ago
Analysing dependencies between documentary fragments for the management of mediated communities of action
: This paper focuses on situations where documents serve to coordinate a distributed Community of Action engaged in a common goal-directed activity. In such contexts, a document ap...
Nicolas Prat, Manuel Zacklad
ICDM
2005
IEEE
125views Data Mining» more  ICDM 2005»
15 years 6 months ago
A Thorough Experimental Study of Datasets for Frequent Itemsets
The discovery of frequent patterns is a famous problem in data mining. While plenty of algorithms have been proposed during the last decade, only a few contributions have tried to...
Frédéric Flouvat, Fabien De Marchi, ...
109
Voted
ICDM
2002
IEEE
133views Data Mining» more  ICDM 2002»
15 years 5 months ago
Learning with Progressive Transductive Support Vector Machine
Support vector machine (SVM) is a new learning method developed in recent years based on the foundations of statistical learning theory. By taking a transductive approach instead ...
Yisong Chen, Guoping Wang, Shihai Dong
ISWC
2006
IEEE
15 years 6 months ago
Discovering Characteristic Actions from On-Body Sensor Data
We present an approach to activity discovery, the unsupervised identification and modeling of human actions embedded in a larger sensor stream. Activity discovery can be seen as ...
David Minnen, Thad Starner, Irfan A. Essa, Charles...