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» On Coherent Variability Measures and Conditioning
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CORR
2011
Springer
190views Education» more  CORR 2011»
13 years 27 days ago
Doubly Robust Smoothing of Dynamical Processes via Outlier Sparsity Constraints
Abstract—Coping with outliers contaminating dynamical processes is of major importance in various applications because mismatches from nominal models are not uncommon in practice...
Shahrokh Farahmand, Georgios B. Giannakis, Daniele...
ICDE
2009
IEEE
120views Database» more  ICDE 2009»
14 years 3 months ago
Recommending Join Queries via Query Log Analysis
— Complex ad hoc join queries over enterprise databases are commonly used by business data analysts to understand and analyze a variety of enterprise-wide processes. However, eff...
Xiaoyan Yang, Cecilia M. Procopiuc, Divesh Srivast...
BIOINFORMATICS
2006
92views more  BIOINFORMATICS 2006»
13 years 9 months ago
What should be expected from feature selection in small-sample settings
Motivation: High-throughput technologies for rapid measurement of vast numbers of biological variables offer the potential for highly discriminatory diagnosis and prognosis; howev...
Chao Sima, Edward R. Dougherty
SIGMETRICS
2005
ACM
14 years 2 months ago
End-to-end estimation of the available bandwidth variation range
The available bandwidth (avail-bw) of a network path is an important performance metric and its end-to-end estimation has recently received significant attention. Previous work f...
Manish Jain, Constantinos Dovrolis
ISSTA
2000
ACM
14 years 1 months ago
Which pointer analysis should I use?
During the past two decades many di erent pointer analysis algorithms have been published. Although some descriptions include measurements of the e ectiveness of the algorithm, qu...
Michael Hind, Anthony Pioli