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Four degrees of separation
Frigyes Karinthy, in his 1929 short story" Láncszemek"(in English," Chains") suggested that
any two persons are distanced by at most six friendship links. 1 Stanley Milgram in his …
any two persons are distanced by at most six friendship links. 1 Stanley Milgram in his …
NetworKit: A tool suite for large-scale complex network analysis
We introduce NetworKit, an open-source software package for analyzing the structure of
large complex networks. Appropriate algorithmic solutions are required to handle …
large complex networks. Appropriate algorithmic solutions are required to handle …
Near-optimal massively parallel graph connectivity
Identifying the connected components of a graph, apart from being a fundamental problem
with countless applications, is a key primitive for many other algorithms. In this paper, we …
with countless applications, is a key primitive for many other algorithms. In this paper, we …
Design of sinkhole node detection mechanism for hierarchical wireless sensor networks
Wireless sensor networks (WSNs) have several applications ranging from the civilian to
military applications. WSNs are prone to various hole attacks, such as sinkhole, wormhole …
military applications. WSNs are prone to various hole attacks, such as sinkhole, wormhole …
Into the square: On the complexity of some quadratic-time solvable problems
We analyze several quadratic-time solvable problems, and we show that these problems are
not solvable in truly subquadratic time (that is, in time O (n 2− ϵ) for some ϵ> 0), unless the …
not solvable in truly subquadratic time (that is, in time O (n 2− ϵ) for some ϵ> 0), unless the …
[PDF][PDF] Networkit: An interactive tool suite for high-performance network analysis
We introduce NetworKit, an open-source software package for high-performance analysis of
large complex networks. Complex networks are equally attractive and challenging targets for …
large complex networks. Complex networks are equally attractive and challenging targets for …
Computing the eccentricity distribution of large graphs
The eccentricity of a node in a graph is defined as the length of a longest shortest path
starting at that node. The eccentricity distribution over all nodes is a relevant descriptive …
starting at that node. The eccentricity distribution over all nodes is a relevant descriptive …
On the external validity of average-case analyses of graph algorithms
The number one criticism of average-case analysis is that we do not actually know the
probability distribution of real-world inputs. Thus, analyzing an algorithm on some random …
probability distribution of real-world inputs. Thus, analyzing an algorithm on some random …
[HTML][HTML] Fast diameter and radius BFS-based computation in (weakly connected) real-world graphs: With an application to the six degrees of separation games
In this paper, we propose a new algorithm that computes the radius and the diameter of a
weakly connected digraph G=(V, E), by finding bounds through heuristics and improving …
weakly connected digraph G=(V, E), by finding bounds through heuristics and improving …
On analyzing and evaluating privacy measures for social networks under active attack
Widespread usage of complex interconnected social networks such as Facebook, Twitter
and LinkedInin modern internet era has also unfortunately opened the door for privacy …
and LinkedInin modern internet era has also unfortunately opened the door for privacy …