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127
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ICDM
2009
IEEE
15 years 11 months ago
2009
IEEE
This work examines under what conditions compression methodologies can retain the outcome of clustering operations. We focus on the popular k-Means clustering algorithm and we dem...
122
Voted
MM
2009
ACM
15 years 11 months ago
2009
ACM
In this paper, we propose a system called TravelScope that helps users experience virtual tours by presenting information mined from user-generated travelogues and photos. The sys...
147
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ICDM
2007
IEEE
15 years 11 months ago
2007
IEEE
Statistical topic models such as the Latent Dirichlet Allocation (LDA) have emerged as an attractive framework to model, visualize and summarize large document collections in a co...
126
Voted
ICDM
2007
IEEE
15 years 11 months ago
2007
IEEE
We present a new generative model for relational data in which relations between objects can have either a binding or a separating effect. For example, in a group of students sep...
138
Voted
DAWAK
2007
Springer
15 years 10 months ago
2007
Springer
The emerging area of business process intelligence aims at enhancing the analysis power of business process management systems by employing data warehousing and mining technologies...