Development and application of a modified dynamic time warping algorithm (DTW-S) to analyses of primate brain expression time series

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Yuan Y., Chen Y. P., Ni S., Xu A. G., Tang L., Vingron M., ...More

BMC BIOINFORMATICS, vol.12, 2011 (SCI-Expanded) identifier identifier identifier

  • Publication Type: Article / Article
  • Volume: 12
  • Publication Date: 2011
  • Doi Number: 10.1186/1471-2105-12-347
  • Journal Name: BMC BIOINFORMATICS
  • Journal Indexes: Science Citation Index Expanded (SCI-EXPANDED), Scopus
  • Middle East Technical University Affiliated: No

Abstract

Background: Comparing biological time series data across different conditions, or different specimens, is a common but still challenging task. Algorithms aligning two time series represent a valuable tool for such comparisons. While many powerful computation tools for time series alignment have been developed, they do not provide significance estimates for time shift measurements.