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Algorithms for Graph and Network Analysis: Traversing/Searching/Sampling Graphs
| Content Provider | Semantic Scholar |
|---|---|
| Author | Giudice, Paolo Lo Ursino, Domenico |
| Copyright Year | 2016 |
| Abstract | Traversing, searching and sampling approaches have been investigated very much in graph theory and, then, applied in a large variety of research fields. However, in bioinformatics and biomedicine, sampling complex networks is a new and little investigated task. For instance, it is used to classify knowledge for creating semantic maps, summarizations and multi-label classifications, or to search motifs. In this article, first we introduce a formalism to represent complex networks. Then, we provide both three taxonomies of network sampling approaches and a brief overview to each of them. After this, we present a comparison of these approaches. Finally, we draw some conclusions and take a look at the future. |
| File Format | PDF HTM / HTML |
| DOI | 10.1016/B978-0-12-809633-8.20323-3 |
| Alternate Webpage(s) | http://www.logiudice.eu/paper/BICB17-2.pdf |
| Language | English |
| Access Restriction | Open |
| Content Type | Text |
| Resource Type | Article |
