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DSOM
2007
Springer
15 years 8 months ago
Bottleneck Detection Using Statistical Intervention Analysis
Abstract. The complexity of today's large-scale enterprise applications demands system administrators to monitor enormous amounts of metrics, and reconfigure their hardware as...
Simon Malkowski, Markus Hedwig, Jason Parekh, Calt...
AAAI
2007
15 years 6 months ago
Kernel Regression with Order Preferences
We propose a novel kernel regression algorithm which takes into account order preferences on unlabeled data. Such preferences have the form that point x1 has a larger target value...
Xiaojin Zhu, Andrew B. Goldberg
CSREAEEE
2006
99views Business» more  CSREAEEE 2006»
15 years 5 months ago
Identification of a Two-Way Reflexivity Model in an Integrated Investment Decision-Support Framework
In stock markets, the performance of traditional technology-based investment methods is limited because they only take into account singledimensional event factors. The paper shows...
Wanli Chen
JMLR
2010
101views more  JMLR 2010»
14 years 11 months ago
Classification Using Geometric Level Sets
A variational level set method is developed for the supervised classification problem. Nonlinear classifier decision boundaries are obtained by minimizing an energy functional tha...
Kush R. Varshney, Alan S. Willsky
IFIPTM
2009
89views Management» more  IFIPTM 2009»
15 years 1 months ago
TIUPAM: A Framework for Trustworthiness-Centric Information Sharing
Abstract. Information is essential to decision making. Nowadays, decision makers are often overwhelmed with large volumes of information, some of which may be inaccurate, incorrect...
Shouhuai Xu, Ravi S. Sandhu, Elisa Bertino