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IJCNN
2006
IEEE
15 years 3 months ago
Divide and Conquer Strategies for MLP Training
— Over time, neural networks have proven to be extremely powerful tools for data exploration with the capability to discover previously unknown dependencies and relationships in ...
Smriti Bhagat, Dipti Deodhare
IMSCCS
2006
IEEE
15 years 3 months ago
Parallel Multicategory Support Vector Machines (PMC-SVM) for Classifying Microcarray Data
Multicategory Support Vector Machines (MC-SVM) are powerful classification systems with excellent performance in a variety of biological classification problems. However, the proc...
Chaoyang Zhang, Peng Li, Arun Rajendran, Youping D...
INFOCOM
2006
IEEE
15 years 3 months ago
Wealth-Based Evolution Model for the Internet AS-Level Topology
— In this paper, we seek to understand the intrinsic reasons for the well-known phenomenon of heavy-tailed degree in the Internet AS graph and argue that in contrast to tradition...
Xiaoming Wang, Dmitri Loguinov
INFOCOM
2006
IEEE
15 years 3 months ago
A Locating-First Approach for Scalable Overlay Multicast
— Recent proposals in multicast overlay construction have demonstrated the importance of exploiting underlying network topology. However, these topology-aware proposals often rel...
Mohamed Ali Kâafar, Thierry Turletti, Walid ...
IPPS
2006
IEEE
15 years 3 months ago
Fault and intrusion tolerance of wireless sensor networks
The following three questions should be answered in developing new topology with more powerful ability to tolerate node-failure in wireless sensor network. First, what is node-fai...
Liang-min Wang, Jianfeng Ma, Chao Wang, A. C. Kot