New Trends and Advanced Methods in Interdisciplinary Mathematical Sciences by Bourama Toni

New Trends and Advanced Methods in Interdisciplinary Mathematical Sciences by Bourama Toni

Author:Bourama Toni
Language: eng
Format: epub
Publisher: Springer International Publishing, Cham


5 Conclusion

In this work, it is shown how the logical combinatorial approach is very useful in the mathematical modeling and supervised classification of medical problems. This is because this approach allows objects description including both qualitative and quantitative variables simultaneously, and it can process them depending on the variable type in an individual differential way by the comparison criterion function. Furthermore, it is also possible to compare partial (or total) object description to include both support set concept and the partial (or total) similarity function. As well as the use of the Voting classification algorithm based on the concept of partial precedence.

This paper serves as an illustration of the application of the logical combinatorial approach to pattern recognition in three medical problems conceived as a supervised classification one, in order to show that this approach is adequate for problem modeling in soft sciences.



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