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» Missing Data Estimation Using Polynomial Kernels
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ISESE
2006
IEEE
15 years 6 months ago
Empirical estimates of software availability of deployed systems
We consider empirical evaluation of the availability of the deployed software. Evaluation of real systems is more realistic, more accurate, and provides higher level of confidenc...
Audris Mockus
97
Voted
BIBE
2006
IEEE
139views Bioinformatics» more  BIBE 2006»
15 years 6 months ago
A Computational Inference Framework for analyzing Gene Regulation Pathway using Microarray Data
Microarray experiments produce gene expression data at such a high speed and volume that it is imperative to use highly specialized computational tools for their analyses. One grou...
Dong-Guk Shin, John Bluis, Yoo Ah Kim, Winfried Kr...
100
Voted
IEEEINTERACT
2002
IEEE
15 years 5 months ago
On the Predictability of Program Behavior Using Different Input Data Sets
Smaller input data sets such as the test and the train input sets are commonly used in simulation to estimate the impact of architecture/micro-architecture features on the perform...
Wei-Chung Hsu, Howard Chen, Pen-Chung Yew, Dong-yu...
JMLR
2010
88views more  JMLR 2010»
14 years 7 months ago
Inference and Learning in Networks of Queues
Probabilistic models of the performance of computer systems are useful both for predicting system performance in new conditions, and for diagnosing past performance problems. The ...
Charles A. Sutton, Michael I. Jordan
140
Voted
SSPR
2010
Springer
14 years 11 months ago
Non-parametric Mixture Models for Clustering
Mixture models have been widely used for data clustering. However, commonly used mixture models are generally of a parametric form (e.g., mixture of Gaussian distributions or GMM),...
Pavan Kumar Mallapragada, Rong Jin, Anil K. Jain