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» Neural networks: Algorithms and applications
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NCA
2007
IEEE
15 years 7 months ago
A data reduction approach for resolving the imbalanced data issue in functional genomics
Learning from imbalanced data occurs frequently in many machine learning applications. One positive example to thousands of negative instances is common in scientific applications...
Kihoon Yoon, Stephen Kwek
TPDS
2008
140views more  TPDS 2008»
15 years 7 months ago
High-Performance Resource Allocation and Request Redirection Algorithms for Web Clusters
Abstract-- With increasing richness in features such as personalization of content, web applications are becoming more complex and hence compute intensive. Traditional approaches t...
Supranamaya Ranjan, Edward W. Knightly
HPCC
2007
Springer
16 years 1 months ago
Multi-domain Topology-Aware Grouping for Application-Layer Multicast
Application-layer multicast (ALM) can solve most of the problems of IP-based multicast. Topology-aware approach of ALM is more attractive because it exploits underlying network top...
Jianqun Cui, Yanxiang He, Libing Wu, Naixue Xiong,...
MM
1995
ACM
173views Multimedia» more  MM 1995»
15 years 11 months ago
An Application Level Video Gateway
The current model for multicast transmission of video over the Internet assumes that a fixed average bandwidth is uniformly present throughout the network. Consequently, sources ...
Elan Amir, Steven McCanne, Hui Zhang
TRANSCI
2010
128views more  TRANSCI 2010»
15 years 5 months ago
An Information-Theoretic Sensor Location Model for Traffic Origin-Destination Demand Estimation Applications
To design a transportation sensor network, the decision-maker needs to determine what sensor investments should be made, as well as when, how, where and with what technologies. Th...
Xuesong Zhou, George F. List