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116
Voted
ICDM
2010
IEEE
15 years 18 days ago
2010
IEEE
The prevailing approach to evaluating classifiers in the machine learning community involves comparing the performance of several algorithms over a series of usually unrelated data...
138
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ICDM
2010
IEEE
15 years 18 days ago
2010
IEEE
An important problem that arises during the data mining process in many new emerging application domains is mining data with temporal dependencies. One such application domain is a...
110
Voted
PERVASIVE
2004
Springer
15 years 8 months ago
2004
Springer
In an effort to support the development of context-aware applications that use archived sensor data, we introduce the concept of the Context Cube based on techniques of data wareho...
128
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KDD
2009
ACM
15 years 7 months ago
2009
ACM
Overall performance of the data mining process depends not just on the value of the induced knowledge but also on various costs of the process itself such as the cost of acquiring...
160
Voted
CORR
2008
Springer
15 years 1 months ago
2008
Springer
In this chapter we consider a cell phone network as a set of automatically deployed sensors that records movement and interaction patterns of the population. We discuss methods fo...