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SDM
2010
SIAM
184views Data Mining» more  SDM 2010»
15 years 29 days ago
A Robust Decision Tree Algorithm for Imbalanced Data Sets
We propose a new decision tree algorithm, Class Confidence Proportion Decision Tree (CCPDT), which is robust and insensitive to class distribution and generates rules which are st...
Wei Liu, Sanjay Chawla, David A. Cieslak, Nitesh V...
VCBM
2010
14 years 6 months ago
Dynamic Visualisation of Orbital Fat Deformation using Anatomy-Guided Interaction
The human eye is a biomechanical system. Orbital fat plays an important role in the working of this system, but its behaviour during eye movement is not well understood. To give i...
Peter J. Schaafsma, Sander Schutte, Huib J. Simons...
CONEXT
2005
ACM
15 years 1 months ago
MRS: a simple cross-layer heuristic to improve throughput capacity in wireless mesh networks
Wireless Mesh Networks (WMNs) are an emerging architecture based on multi-hop transmission. ISPs considers WMNs as a potential future technology to offer broadband Internet acces...
Luigi Iannone, Serge Fdida
AINA
2009
IEEE
15 years 6 months ago
A Topology Control Protocol for 2D Poisson Distributed Wireless Sensor Networks
—Topology control in a wireless sensor network is useful for ensuring that the network remains connected in the presence of nodes that exhaust their energy or become altogether d...
Waltenegus Dargie, Alexander Schill, Rami Mochaour...
PAM
2012
Springer
13 years 7 months ago
A Sequence-Oriented Stream Warehouse Paradigm for Network Monitoring Applications
Network administrators are faced with the increasingly challenging task of monitoring their network’s health in real time, drawing upon diverse and voluminous measurement data fe...
Lukasz Golab, Theodore Johnson, Subhabrata Sen, Je...