Skip to main content

On Multiple Longest Common Subsequence and Common Motifs with Gaps (Extended Abstract)

  • Conference paper
  • First Online:
Book cover WALCOM: Algorithms and Computation (WALCOM 2018)

Part of the book series: Lecture Notes in Computer Science ((LNTCS,volume 10755))

Included in the following conference series:

Abstract

Motif finding is the problem of identifying recurring patterns in sequences. It has been widely studied and several variants have been proposed. Here, we address the problem of finding common motifs with gaps that are present in all strings of a finite set. We prove that the problem is NP-hard by reducing the multiple longest common subsequence (MLCS) problem to it. We also provide a branch and bound algorithm for MLCS and show how the algorithm can be extended to give an algorithm for finding common motifs with gaps after common factors that occur in all the strings have been identified.

This is a preview of subscription content, log in via an institution to check access.

Access this chapter

Chapter
USD 29.95
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
eBook
USD 39.99
Price excludes VAT (USA)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book
USD 54.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Purchases are for personal use only

Institutional subscriptions

References

  1. Antoniou, P., Crochemore, M., Iliopoulos, C., Peterlongo, P.: Application of suffix trees for the acquisition of common motifs with gaps in a set of strings. In: International Conference on Language and Automata Theory and Applications (2007)

    Google Scholar 

  2. Antoniou, P., Holub, J., Iliopoulos, C.S., Melichar, B., Peterlongo, P.: Finding common motifs with gaps using finite automata. In: Ibarra, O.H., Yen, H.-C. (eds.) CIAA 2006. LNCS, vol. 4094, pp. 69–77. Springer, Heidelberg (2006). https://doi.org/10.1007/11812128_8

    Chapter  Google Scholar 

  3. Chen, Y., Wan, A., Liu, W.: A fast parallel algorithm for finding the longest common sequence of multiple biosequences. BMC Bioinformatics 7(4), S4 (2006)

    Article  Google Scholar 

  4. Huang, G., Lim, A.: An effective branch-and-bound algorithm to solve the k-longest common subsequence problem. In: Proceedings of the 16th European Conference on Artificial Intelligence, pp. 191–195. IOS Press (2004)

    Google Scholar 

  5. Iliopoulos, C.S., McHugh, J., Peterlongo, P., Pisanti, N., Rytter, W., Sagot, M.F.: A first approach to finding common motifs with gaps. Int. J. Found. Comput. Sci. 16(06), 1145–1154 (2005)

    Article  MathSciNet  MATH  Google Scholar 

  6. Korkin, D., Wang, Q., Shang, Y.: An efficient parallel algorithm for the multiple longest common subsequence (MLCS) problem. In: 2008 37th International Conference on Parallel Processing, ICPP 2008, pp. 354–363. IEEE (2008)

    Google Scholar 

  7. Maier, D.: The complexity of some problems on subsequences and supersequences. J. ACM (JACM) 25(2), 322–336 (1978)

    Article  MathSciNet  MATH  Google Scholar 

  8. Marsan, L., Sagot, M.F.: Extracting structured motifs using a suffix tree algorithms and application to promoter consensus identification. In: Proceedings of the Fourth Annual International Conference on Computational Molecular Biology, pp. 210–219. ACM (2000)

    Google Scholar 

  9. Wang, Q., Korkin, D., Shang, Y.: A fast multiple longest common subsequence (MLCS) algorithm. IEEE Trans. Knowl. Data Eng. 23(3), 321–334 (2011)

    Article  Google Scholar 

  10. Yang, J., Xu, Y., Sun, G., Shang, Y.: A new progressive algorithm for a multiple longest common subsequences problem and its efficient parallelization. IEEE Trans. Parallel Distrib. Syst. 24(5), 862–870 (2013)

    Article  Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Suri Dipannita Sayeed .

Editor information

Editors and Affiliations

Rights and permissions

Reprints and permissions

Copyright information

© 2018 Springer International Publishing AG, part of Springer Nature

About this paper

Check for updates. Verify currency and authenticity via CrossMark

Cite this paper

Sayeed, S.D., Rahman, M.S., Rahman, A. (2018). On Multiple Longest Common Subsequence and Common Motifs with Gaps (Extended Abstract). In: Rahman, M., Sung, WK., Uehara, R. (eds) WALCOM: Algorithms and Computation. WALCOM 2018. Lecture Notes in Computer Science(), vol 10755. Springer, Cham. https://doi.org/10.1007/978-3-319-75172-6_18

Download citation

  • DOI: https://doi.org/10.1007/978-3-319-75172-6_18

  • Published:

  • Publisher Name: Springer, Cham

  • Print ISBN: 978-3-319-75171-9

  • Online ISBN: 978-3-319-75172-6

  • eBook Packages: Computer ScienceComputer Science (R0)

Publish with us

Policies and ethics