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» Reducing Misclassification Costs
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TIST
2011
88views more  TIST 2011»
14 years 11 months ago
FolderPredictor: Reducing the cost of reaching the right folder
Xinlong Bao, Thomas G. Dietterich
INFOCOM
2012
IEEE
13 years 6 months ago
Distributed storage codes reduce latency in vehicular networks
—We investigate the benefits of distributed storage using erasure codes for file sharing in vehicular networks through realistic trace-based simulations. We find that coding o...
Maheswaran Sathiamoorthy, Alexandros G. Dimakis, B...
ICASSP
2009
IEEE
15 years 1 months ago
Tree configuration games for distributed stream mining systems
We consider the problem of configuring classifier trees in distributed stream mining system. The configuration involves selecting appropriate false-alarm detection tradeoffs for e...
Hyunggon Park, Deepak S. Turaga, Olivier Verscheur...
INFOCOM
2012
IEEE
13 years 6 months ago
T4P: Hybrid interconnection for cost reduction
—Economic forces behind the Internet evolution have diversified the types of ISP (Internet Service Provider) interconnections. In particular, settlement-free peering and paid pe...
Ignacio Castro, Sergey Gorinsky
135
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DATAMINE
2008
143views more  DATAMINE 2008»
15 years 4 months ago
Automatically countering imbalance and its empirical relationship to cost
Learning from imbalanced datasets presents a convoluted problem both from the modeling and cost standpoints. In particular, when a class is of great interest but occurs relatively...
Nitesh V. Chawla, David A. Cieslak, Lawrence O. Ha...