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NN
2002
Springer
115views Neural Networks» more  NN 2002»
15 years 4 months ago
A self-organising network that grows when required
The ability to grow extra nodes is a potentially useful facility for a self-organising neural network. A network that can add nodes into its map space can approximate the input sp...
Stephen Marsland, Jonathan Shapiro, Ulrich Nehmzow
TIT
2011
169views more  TIT 2011»
14 years 11 months ago
Network Coding Theory Via Commutative Algebra
—The fundamental result of linear network coding asserts the existence of optimal codes over acyclic networks when the symbol field is sufficiently large. The restriction to just...
Shuo-Yen Robert Li, Qifu Tyler Sun
WWW
2011
ACM
14 years 11 months ago
Web information extraction using Markov logic networks
In this paper, we consider the problem of extracting structured data from web pages taking into account both the content of individual attributes as well as the structure of pages...
Sandeepkumar Satpal, Sahely Bhadra, Sundararajan S...
NAR
2008
103views more  NAR 2008»
15 years 4 months ago
STITCH: interaction networks of chemicals and proteins
The knowledge about interactions between proteins and small molecules is essential for the understanding of molecular and cellular functions. However, information on such interact...
Michael Kuhn 0004, Christian von Mering, Monica Ca...
KDD
2009
ACM
180views Data Mining» more  KDD 2009»
15 years 9 months ago
Parallel community detection on large networks with propinquity dynamics
Graphs or networks can be used to model complex systems. Detecting community structures from large network data is a classic and challenging task. In this paper, we propose a nove...
Yuzhou Zhang, Jianyong Wang, Yi Wang, Lizhu Zhou