A critical examination of complex network file formats for bioinformatics data sources

Ammarah Ghaffar, Muaz A. Niazi, Farah Mustafa

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Abstract

Recent work has demonstrated the effectiveness of using complex networks for studying complex biological interactions. The process often involves conversion of biological data such as gene expressions or biochemical interactions into one of numerous complex network file formats. However, the exact selection of an appropriate file format for a particular dataset often poses a non-trivial decision problem; biologists are non-specialist end-users and find it difficult to select a particular format for data storage and conversion. In this paper, we propose a solution to this problem of the selection of a suitable network format by means of a critical evaluation based on performance analysis of empirical experiments on biological data sets of different sizes. Experimental results substantiate the hypothesis of being extra careful in the selection of a suitable complex network format based primarily on the size of the biological dataset.

Original languageEnglish
Title of host publicationProceedings - 10th International Conference on Frontiers of Information Technology, FIT 2012
Pages354-359
Number of pages6
DOIs
Publication statusPublished - 2012
Event10th International Conference on Frontiers of Information Technology, FIT 2012 - Islamabad, Pakistan
Duration: Dec 17 2012Dec 19 2012

Publication series

NameProceedings - 10th International Conference on Frontiers of Information Technology, FIT 2012

Other

Other10th International Conference on Frontiers of Information Technology, FIT 2012
Country/TerritoryPakistan
CityIslamabad
Period12/17/1212/19/12

Keywords

  • Bioinformatics
  • Cognitive agent-based computing
  • Complex adaptive systems
  • Complex networks

ASJC Scopus subject areas

  • Information Systems

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