Skip to main content

On the Nearness Measures of Near Sets

  • Conference paper
  • First Online:
  • 1387 Accesses

Part of the book series: Lecture Notes in Computer Science ((LNAI,volume 9437))

Abstract

In this paper, we focus our discussion on the nearness measures of near set approach. Some existing nearness measure is normalized with its basic properties being discussed. The connections between nearness relations and rough approximations are surveyed. The notions of strong nearness relations with respect to indiscernibility relation and weak indiscernibility relation are introduced. Some new nearness measures with respect to nearness relations and strong nearness relations are presented.

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

References

  1. Peters, J.: Near sets, general theory about nearness of objects. Appl. Math. Sci. 53, 2609–2629 (2007)

    MathSciNet  MATH  Google Scholar 

  2. Gupta, S., Patnaik, K.: Enhancing performance of face recognition systems by using near set approach for selecting facial features. J. Theor. Appl. Inf. Technol. 4(5), 433–441 (2008)

    Google Scholar 

  3. Hassanien, A., Abraham, A., Peters, J., Schaefer, G., Henry, C.: Rough sets and near sets in medical imaging: a review. IEEE Trans. Inf. Technol. Biomed. 13(6), 955–968 (2009)

    Article  Google Scholar 

  4. Henry, C., Peters, J.F.: Image pattern recognition using near sets. In: An, A., Stefanowski, J., Ramanna, S., Butz, C.J., Pedrycz, W., Wang, G. (eds.) RSFDGrC 2007. LNCS (LNAI), vol. 4482, pp. 475–482. Springer, Heidelberg (2007)

    Chapter  Google Scholar 

  5. Henry C., Peters J.: Near set image segmentation quality index. In: GEOBIA 2008 Pixels, Objects, Intelligence. Geographic Object Based Image Analysis for the 21th Century, pp. 1–16. University of Calgary, Alberta (2008)

    Google Scholar 

  6. Henry, C.J., Ramanna, S.: Parallel computation in finding near neighbourhoods. In: Yao, J.T., Ramanna, S., Wang, G., Suraj, Z. (eds.) RSKT 2011. LNCS, vol. 6954, pp. 523–532. Springer, Heidelberg (2011)

    Chapter  Google Scholar 

  7. Henry, C.J.: Perceptual indiscernibility, rough sets, descriptively near sets, and image analysis. In: Peters, J.F., Skowron, A. (eds.) Transactions on Rough Sets XV. LNCS, vol. 7255, pp. 41–121. Springer, Heidelberg (2012)

    Chapter  Google Scholar 

  8. Henry, C., Ramanna, S.: Signature-based perceptual nearness: application of near sets to image retrieval. Math. Comput. Sci. 7, 71–85 (2013)

    Article  MathSciNet  MATH  Google Scholar 

  9. EI-Monsef, M., Kozae, A.M., Marei, E.A.: Near set theory and its generalization. J. King Saud Univ. Sci. 23, 41–45 (2011)

    Article  Google Scholar 

  10. Peters, J.: Near sets, special theory about nearness of objects. Fundamenta Informaticae 75(1–4), 407–433 (2007)

    MathSciNet  MATH  Google Scholar 

  11. Peters, J., Wasilewski, P.: Foundations of near sets. Inf. Sci. 179, 3091–3109 (2009)

    Article  MathSciNet  MATH  Google Scholar 

  12. Peters, J., Wasilewski, P.: Tolerance spaces: origins, theoretical aspects and applications. Inf. Sci. 195, 211–225 (2012)

    Article  MathSciNet  MATH  Google Scholar 

  13. Peters, J., Skowron, A., Stepaniuk, J.: Nearness of objects: extension of approximation space model. Fundamenta Informaticae 79, 497–512 (2007)

    MathSciNet  MATH  Google Scholar 

  14. Pawlak, Z.: Rough sets. Int. J. Comput. Inf. Sci. 11, 341–356 (1982)

    Article  MATH  Google Scholar 

Download references

Acknowledgements

This work has been supported by the National Natural Science Foundation of China (Grant No. 61473239, 61175044), the Fundamental Research Funds for the Central Universities of China (Grant No. 2682014ZT28) and the Open Research Fund of Key Laboratory of Xihua University (szjj2014-052).

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Keyun Qin .

Editor information

Editors and Affiliations

Rights and permissions

Reprints and permissions

Copyright information

© 2015 Springer International Publishing Switzerland

About this paper

Cite this paper

Qin, K., Li, B. (2015). On the Nearness Measures of Near Sets. In: Yao, Y., Hu, Q., Yu, H., Grzymala-Busse, J.W. (eds) Rough Sets, Fuzzy Sets, Data Mining, and Granular Computing. Lecture Notes in Computer Science(), vol 9437. Springer, Cham. https://doi.org/10.1007/978-3-319-25783-9_10

Download citation

  • DOI: https://doi.org/10.1007/978-3-319-25783-9_10

  • Published:

  • Publisher Name: Springer, Cham

  • Print ISBN: 978-3-319-25782-2

  • Online ISBN: 978-3-319-25783-9

  • eBook Packages: Computer ScienceComputer Science (R0)

Publish with us

Policies and ethics