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IJCAI
2003
15 years 8 months ago
Data Clustering: Principal Components, Hopfield and Self-Aggregation Networks
We present a coherent framework for data clustering. Starting with a Hopfield network, we show the solutions for several well-motivated clustering objective functions are principa...
Chris H. Q. Ding
NIPS
1992
15 years 8 months ago
Network Structuring and Training Using Rule-Based Knowledge
We demonstrate in this paper how certain forms of rule-based knowledge can be used to prestructure a neural network of normalized basis functions and give a probabilistic interpre...
Volker Tresp, Jürgen Hollatz, Subutai Ahmad
BMCBI
2007
129views more  BMCBI 2007»
15 years 6 months ago
Inferring cellular networks - a review
In this review we give an overview of computational and statistical methods to reconstruct cellular networks. Although this area of research is vast and fast developing, we show t...
Florian Markowetz, Rainer Spang
JNW
2007
89views more  JNW 2007»
15 years 6 months ago
Resource Based Pricing Framework for Integrated Services Networks
—This paper addresses the impact of Quality of Service on resource requirements in networks that implement exclusive bandwidth allocation, such as IntServ. The paper proposes a f...
Mostafa H. Dahshan, Pramode K. Verma
IMC
2007
ACM
15 years 8 months ago
Compressed network monitoring for ip and all-optical networks
We address the problem of efficient end-to-end network monitoring of path metrics in communication networks. Our goal is to minimize the number of measurements or monitors requir...
Mark Coates, Yvan Pointurier, Michael Rabbat