A survey on subgraph counting: concepts, algorithms, and applications to network motifs and graphlets

P Ribeiro, P Paredes, MEP Silva, D Aparicio… - ACM Computing …, 2021 - dl.acm.org
Computing subgraph frequencies is a fundamental task that lies at the core of several
network analysis methodologies, such as network motifs and graphlet-based metrics, which …

[图书][B] Graph classes: a survey

A Brandstädt, VB Le, JP Spinrad - 1999 - SIAM
When dealing with special graph classes and algorithmic problems on them, a main source
is the classical book of Golumbic, Algorithmic Graph Theory and Perfect Graphs [454]. The …

[图书][B] Network analysis: methodological foundations

U Brandes - 2005 - books.google.com
'Network'is a heavily overloaded term, so that 'network analysis' means different things to
different people. Specific forms of network analysis are used in the study of diverse …

Finding and counting given length cycles

N Alon, R Yuster, U Zwick - Algorithmica, 1997 - Springer
We present an assortment of methods for finding and counting simple cycles of a given
length in directed and undirected graphs. Most of the bounds obtained depend solely on the …

Efficient graphlet counting for large networks

NK Ahmed, J Neville, RA Rossi… - 2015 IEEE international …, 2015 - ieeexplore.ieee.org
From social science to biology, numerous applications often rely on graphlets for intuitive
and meaningful characterization of networks at both the global macro-level as well as the …

A combinatorial approach to graphlet counting

T Hočevar, J Demšar - Bioinformatics, 2014 - academic.oup.com
Motivation: Small-induced subgraphs called graphlets are emerging as a possible tool for
exploration of global and local structure of networks and for analysis of roles of individual …

Finding, counting and listing all triangles in large graphs, an experimental study

T Schank, D Wagner - … workshop on experimental and efficient algorithms, 2005 - Springer
In the past, the fundamental graph problem of triangle counting and listing has been studied
intensively from a theoretical point of view. Recently, triangle counting has also become a …

Homomorphisms are a good basis for counting small subgraphs

R Curticapean, H Dell, D Marx - Proceedings of the 49th Annual ACM …, 2017 - dl.acm.org
We introduce graph motif parameters, a class of graph parameters that depend only on the
frequencies of constant-size induced subgraphs. Classical works by Lovász show that many …

Network alignment

R Tang, Z Yong, S Jiang, X Chen, Y Liu, YC Zhang… - Physics Reports, 2025 - Elsevier
Complex networks are frequently employed to model physical or virtual complex systems.
When certain entities exist across multiple systems simultaneously, unveiling their …

Finding, minimizing, and counting weighted subgraphs

V Vassilevska, R Williams - Proceedings of the forty-first annual ACM …, 2009 - dl.acm.org
For a pattern graph H on k nodes, we consider the problems of finding and counting the
number of (not necessarily induced) copies of H in a given large graph G on n nodes, as …