2227 search results - page 160 / 446 » Graph Mining based on a Data Partitioning Approach |
108
Voted
INFOCOM
2006
IEEE
15 years 6 months ago
2006
IEEE
— For a wide variety of sensor network environments, location information is unavailable or expensive to obtain. We propose a location-free, lightweight, distributed, and data-ce...
108
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KDD
2005
ACM
16 years 1 months ago
2005
ACM
Addressed in this paper is the issue of `email data cleaning' for text mining. Many text mining applications need take emails as input. Email data is usually noisy and thus i...
105
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ICDM
2006
IEEE
15 years 6 months ago
2006
IEEE
Clustering is ill-defined. Unlike supervised learning where labels lead to crisp performance criteria such as accuracy and squared error, clustering quality depends on how the cl...
101
Voted
SDM
2007
SIAM
15 years 2 months ago
2007
SIAM
A number of real-world domains such as social networks and e-commerce involve heterogeneous data that describes relations between multiple classes of entities. Understanding the n...
91
Voted
ICDM
2005
IEEE
15 years 6 months ago
2005
IEEE
Sampling has been recognized as an important technique to improve the efficiency of clustering. However, with sampling applied, those points which are not sampled will not have t...