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» Decision making in very large networks
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ICDM
2009
IEEE
168views Data Mining» more  ICDM 2009»
14 years 3 months ago
Bi-relational Network Analysis Using a Fast Random Walk with Restart
—Identification of nodes relevant to a given node in a relational network is a basic problem in network analysis with great practical importance. Most existing network analysis ...
Jing Xia, Doina Caragea, William H. Hsu
VLDB
2007
ACM
106views Database» more  VLDB 2007»
14 years 2 months ago
Why You Should Run TPC-DS: A Workload Analysis
The Transaction Processing Performance Council (TPC) is completing development of TPC-DS, a new generation industry standard decision support benchmark. The TPC-DS benchmark, firs...
Meikel Pöss, Raghunath Othayoth Nambiar, Davi...
KES
2005
Springer
14 years 2 months ago
A SVM Regression Based Approach to Filling in Missing Values
In KDD procedure, to fill in missing data typically requires a very large investment of time and energy - often 80% to 90% of a data analysis project is spent in making the data re...
Honghai Feng, Chen Guoshun, Yin Cheng, Bingru Yang...
ATAL
2003
Springer
14 years 2 months ago
Information-driven phase changes in multi-agent coordination
Large systems of agents deployed in a real-world environment face threats to their problem solving performance that are independent of the complexity of the problem or the charact...
Sven Brueckner, H. Van Dyke Parunak
KDD
2007
ACM
143views Data Mining» more  KDD 2007»
14 years 9 months ago
Mining Research Communities in Bibliographical Data
Abstract. Extracting information from very large collections of structured, semistructured or even unstructured data can be a considerable challenge when much of the hidden informa...
Osmar R. Zaïane, Jiyang Chen, Randy Goebel