Research Article Open Access

An Automated Time-Shift Alignment Algorithm Based on Discrete to Continuous Approach

Wajih Rhalem1, Mourad Raji1, Ahmed Hammouch2 and Jamal El Mhamdi1
  • 1 ENSET MohammedV University, Morocco
  • 2 Director of Scientific Research and Innovation at the Ministry of Higher Education in Rabat, Morocco
Journal of Computer Science
Volume 15 No. 4, 2019, 463-474

DOI: https://doi.org/10.3844/jcssp.2019.463.474

Submitted On: 9 January 2019 Published On: 15 April 2019

How to Cite: Rhalem, W., Raji, M., Hammouch, A. & El Mhamdi, J. (2019). An Automated Time-Shift Alignment Algorithm Based on Discrete to Continuous Approach. Journal of Computer Science, 15(4), 463-474. https://doi.org/10.3844/jcssp.2019.463.474

Abstract

Dealing with the variation in retention time and time series is one of the most popular challenges in the field of analysing data obtained from biological experiments. In most cases, this problem can lead to invalid conclusions. This work aims to propose a new method to cope with this problem by using the principle of the transition from discrete to continuous entities. The experimental results have shown good performance of the proposed algorithm that has been applied on different types of time series data.

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Keywords

  • Time Series
  • Time Warping Similarity
  • Distance Signal Alignment
  • Discrete to Continuous