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ICDM
2008
IEEE
401views Data Mining» more  ICDM 2008»
14 years 3 months ago
Graph OLAP: Towards Online Analytical Processing on Graphs
OLAP (On-Line Analytical Processing) is an important notion in data analysis. Recently, more and more graph or networked data sources come into being. There exists a similar need ...
Chen Chen, Xifeng Yan, Feida Zhu, Jiawei Han, Phil...
ICC
2007
IEEE
106views Communications» more  ICC 2007»
14 years 3 months ago
A Distributed Approach to End-to-End Network Topology Inference
Abstract— To construct an efficient overlay network, the information of underlay is important. However, the inference of an underlay topology is not easy. We consider using end-...
Xing Jin, Qiuyan Xia, Shueng-Han Gary Chan
ICDM
2007
IEEE
147views Data Mining» more  ICDM 2007»
14 years 3 months ago
Scalable Collaborative Filtering with Jointly Derived Neighborhood Interpolation Weights
Recommender systems based on collaborative filtering predict user preferences for products or services by learning past user-item relationships. A predominant approach to collabo...
Robert M. Bell, Yehuda Koren
INFOCOM
2007
IEEE
14 years 3 months ago
Achievable Capacity Under the Interference Temperature Model
— The Interference Temperature Model was proposed by the FCC in 2003 as a way to dynamically manage and allocate spectrum resources. It would allow unlicensed radios to sense the...
Thomas C. Clancy
ALT
2007
Springer
14 years 3 months ago
On Universal Transfer Learning
In transfer learning the aim is to solve new learning tasks using fewer examples by using information gained from solving related tasks. Existing transfer learning methods have be...
M. M. Hassan Mahmud