Pajek is a program package for analysis and visualization of large networks (networks
containing up to one billion of vertices, there is no limit—except the memory size—on the …

Networks and network analysis are arguably one of the largest growth areas of the early
twenty-first century in the quantitative sciences. Despite roots in social network analysis …

Text mining is a new and exciting area of computer science research that tries to solve the
crisis of information overload by combining techniques from data mining, machine learning …

Pajek – Analysis and Visualization of Large Networks Page 1 Pajek – Analysis and
Visualization of Large Networks Vladimir Batagelj1 and Andrej Mrvar2 1 Department of …

The structure of large networks can be revealed by partitioning them to smaller parts, which
are easier to handle. One of such decompositions is based on $ k $--cores, proposed in …

We study a map of the Internet (at the autonomous systems level), by introducing and using
the method of k-shell decomposition and the methods of percolation theory and fractal …

The core decomposition of networks has attracted significant attention due to its numerous
applications in real-life problems. Simply stated, the core decomposition of a network …

We use the k-core decomposition to develop algorithms for the analysis of large scale
complex networks. This decomposition, based on a recursive pruning of the least connected …

The structure of a large network (graph) can often be revealed by partitioning it into smaller
and possibly more dense sub-networks that are easier to handle. One of such …

Understanding current technological changes is the basis for better forecasting of
technological changes. Because technology is path dependent, monitoring past and current …