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Issue:Software for InterCriteria Analysis: Implementation of a normalization step before data processing

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Title of paper: Software for InterCriteria Analysis: Implementation of a normalization step before data processing
Author(s):
Deyan Mavrov     0000-0002-2450-9616
Laboratory of Intelligent Systems, Burgas State University “Prof. Dr. Assen Zlatarov”, Burgas 8010, Bulgaria
deyanmegara@gmail.com
Georgi Palichev     0009-0000-2943-1451
Institute of Biophysics and Biomedical Engineering, Bulgarian Academy of Sciences, “Acad. Georgi Bonchev” Str., Block 105, Sofia 1113, Bulgaria
georgipalicev@gmail.com
Veselina Bureva     0000-0003-4344-4392
Laboratory of Intelligent Systems, Burgas State University “Prof. Dr. Assen Zlatarov”, Burgas 8010, Bulgaria
deyanmegara@gmail.com
Simeon Ribagin     0000-0002-0251-3251
Laboratory of Intelligent Systems, Burgas State University “Prof. Dr. Assen Zlatarov”, Burgas 8010, Bulgaria
Institute of Biophysics and Biomedical Engineering, Bulgarian Academy of Sciences, “Acad. Georgi Bonchev” Str., Block 105, Sofia 1113, Bulgaria
simribagin@gmail.com
Published in: Notes on Intuitionistic Fuzzy Sets, Volume 31 (2025), Number 4, pages 599–609
DOI: https://doi.org/10.7546/nifs.2025.31.4.599-609
Download:  PDF (1054  Kb, File info)
Abstract: In this research, we present a novel modification to the existing software for InterCriteria Analysis. An automated normalization process has been introduced to handle parameters with varying units of measurement, thereby improving the accuracy and efficiency of the analysis. Additionally, the updated version of the software offers a variety of advanced functionalities for post-analysis once the results have been generated.
Keywords: InterCriteria Analysis, Data normalization, ICrA software.
AMS Classification: 03E72.
References:
  1. Atanassov, K. (1987). Generalized index matrices. Comptes rendus de l’Academie Bulgare des Sciences, 40(11), 15–18.
  2. Atanassov, K. (2012). On Intuitionistic Fuzzy Sets Theory. Springer, Berlin.
  3. Atanassov, K. (2014). Index Matrices: Towards an Augmented Matrix Calculus. Springer, Cham.
  4. Atanassov, K., Atanassova, V., Chountas, P., Mitkova, M., Sotirova, E., Sotirov, S., & Stratiev, D. (2016). Intercriteria analysis over normalized data. Proceedings of 2016 IEEE 8th International Conference on Intelligent Systems, pp. 564–566.
  5. Atanassov, K., Atanassova, V., & Gluhchev, G. (2015). InterCriteria Analysis: Ideas and problems. Notes on Intuitionistic Fuzzy Sets, 21(1), 81–88.
  6. Atanassov, K., Mavrov, D., & Atanassova, V. (2014). Intercriteria decision making: A new approach for multicriteria decision making, based on index matrices and intuitionistic fuzzy sets. Issues in Intuitionistic Fuzzy Sets and Generalized Nets, 11, 1–8,
  7. Atanassov, K., Ribagin, S., Sotirova, E., Bureva, V. Atanassova, V., & Angelova, N. (2017). Intercriteria analysis using special type of intuitionistic fuzzy implications. Notes on Intuitionistic Fuzzy Sets, 23(5), 61–65.
  8. Atanassova, V. (2015). Interpretation in the intuitionistic fuzzy triangle of the results, obtained by the intercriteria analysis. In: Proceedings of 16th World Congress of the International Fuzzy Systems Association and 9th Conference of the European Society for Fuzzy Logic and Technology (IFSAEUSFLAT-15). Atlantis Press, pp. 1369–1374.
  9. Atanassova, V., & Roeva O. (2018). Computational complexity and influence of numerical precision on the results of intercriteria analysis in the decision making process. Notes on Intuitionistic Fuzzy Sets, 24(3), 53–63.
  10. Bureva, V., Atanassov, K., Mersinkova, Y., & Stratiev, D. (2023). Evaluating the performance of catalyst and feedstocks in the fluid catalytic cracking process: Application of InterCriteria Analysis with weight coefficients of the objects. Notes on Intuitionistic Fuzzy Sets, 29(2), 166–177.
  11. Bureva, V., Petrov, P. R., Atanassova, V., Umlenski, I. (2022). InterCriteria Analysis as a tool for analyzing Big Data datasets: Case study of 2021 national statistics of Bulgarian system of higher education. Notes on Intuitionistic Fuzzy Sets, 28(4), 464–474.
  12. Bureva, V., Sotirova, E., Atanassova, V., Angelova, N., & Atanassov, K. (2018). Intercriteria Analysis over intuitionistic fuzzy data. In: Lirkov, I., Margenov, S. (Eds.). Large-Scale Scientific Computing. LSSC 2017. Lecture Notes in Computer Science, Vol. 10665, pp. 333–340. Springer, Cham.
  13. Chorukova, E., Marinov, P., & Umlenski, I. (2021). Survey on Theory and Applications of InterCriteria Analysis Approach. In: Atanassov K.T. (Ed.). Research in Computer Science in the Bulgarian Academy of Sciences. Studies in Computational Intelligence, Vol. 934, pp. 453–469. Springer, Cham.
  14. Ignatova, V. G., Todorova, L. P., Haralanov, L. H., & Vassilev, P. M. (2024). Early clinical predictors of long-term disability progression in patients with multiple sclerosis. Indian Journal of Medical Specialities, 15(1), 48–52.
  15. Mavrov, D. (2015). Software for InterCriteria Analysis: Implementation of the main algorithm. Notes on Intuitionistic Fuzzy Sets, 21(2), 77–86.
  16. Mavrov, D. (2015-2016). Software for InterCriteria Analysis: Working with the results. Annual of “Informatics” Section Union of Scientists in Bulgaria 8, 37–44.
  17. Mavrov D., & Bureva V. (2022/2023). Software for intercriteria analysis: Implementation of the algorithm of intercriteria analysis with weight coefficients of objects or criteria. Annual of “Informatics” Section, Union of Scientists in Bulgaria, 12, 95–104.
  18. Mavrov, D., Popov, S., Nenov, V.; Stratiev, D. (2023). Evaluating the performance of catalyst and feedstocks in the fluid catalytic cracking process: Application of InterCriteria Analysis with weight coefficients of the criteria. Notes on Intuitionistic Fuzzy Sets, 29(2), 178–196.
  19. Shishkova, I., Stratiev, D., & Sotirov, S. (2024). Petroleum Chemistry and Processing Investigated by the use of InterCriteria Analysis. “Professor Marin Drinov” Publishing House of Bulgarian Academy of Sciences, ISBN 978-619-245-487-6.
  20. Stratiev, D., Shishkova, I., Dinkov, R., Kolev, I., Argirov, G., Ivanov, V., Ribagin, S., Atanassova, V., Atanassov, K., Stratiev, D., Nenov, S., Pilev, D., & Yordanov, D. (2022). Intercriteria analysis to diagnose the reasons for increased fouling in a commercial ebullated bed vacuum residue hydrocracker. ACS Omega, 7(34), 30462−30476.
  21. Stratiev, D., Shishkova, I., Kolev, I., & Palichev, G. (2022). Conversion variation in a commercial vacuum residue hydrocracker investigated by intercriteria analysis and pilot plant tests. Proceedings of 13th International Symposium on Heterogeneous Catalysis. 1–5 September 2024, Burgas, Bulgaria.
  22. Zoteva, D., & Roeva, O. (2018). InterCriteria Analysis results based on different number of objects. Notes on Intuitionistic Fuzzy Sets, 24(1), 110–119.
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