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» An Empirical Study of a Highly Available File System
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KBSE
2005
IEEE
15 years 5 months ago
Visualization-based analysis of quality for large-scale software systems
We propose an approach for complex software analysis based on visualization. Our work is motivated by the fact that in spite of years of research and practice, software developmen...
Guillaume Langelier, Houari A. Sahraoui, Pierre Po...
DSN
2006
IEEE
15 years 6 months ago
Storage Allocation in Unreliable Peer-to-Peer Systems
Peer-to-peer systems provide the opportunity to pool large amounts of distributed resources to enable internetscale applications. However, the participant nodes are highly dynamic...
John A. Chandy
ICML
2005
IEEE
16 years 20 days ago
Robust one-class clustering using hybrid global and local search
Unsupervised learning methods often involve summarizing the data using a small number of parameters. In certain domains, only a small subset of the available data is relevant for ...
Gunjan Gupta, Joydeep Ghosh
WISE
2007
Springer
15 years 6 months ago
Web Service Composition: A Reality Check
Automated web service composition is one of the major promises of serviceoriented architecture, where services can be discovered and composed dynamically and automatically. To inv...
Jianguo Lu, Yijun Yu, Debashis Roy, Deepa Saha
DMIN
2007
226views Data Mining» more  DMIN 2007»
15 years 1 months ago
Generative Oversampling for Mining Imbalanced Datasets
— One way to handle data mining problems where class prior probabilities and/or misclassification costs between classes are highly unequal is to resample the data until a new, d...
Alexander Liu, Joydeep Ghosh, Cheryl Martin