Prof. Vijay KumarProfessor in Mathematics, Faculty of Engineering & Technology, Manav Rachna International Institute of Research & Studies, Faridabad-121001, India
Speech Title: Prediction of Early Stage Endometriosis Cancer Using Generalized Fuzzy Machine Learning Technique
Abstract: The traditional treatment for the endometrial cancer is surgery in which uterus, fallopian tubes and ovaries are removed. Other treatments that are helpful to treat of early stage endometrial cancer are radiation therapy, chemotherapy, hormone therapy, targeted therapy and and immunotherapy. The main concern of Artificial Intelligence is to design intelligent systems that have the characteristic of humans such as thinking, learning, reasoning, problem solving etc. This could be accomplished through the determination of knowledge representation, rule based systems, search, learning and so on to solve real world problems. Out of these, knowledge is the main player, as it is the skeleton of all the methods. Knowledge representation has two different entities as: Facts and the representation of the facts. Facts about the situations have been represented logically so that the program must understand the situation effectively. Muti Criteria decision making techiques have been used for the decision making purposes across discipline. In this chapter, the applications of intuitionistic trapezoidal fuzzy prioritized weighted average (ITrFPWA) operator have been used for the selection of suitable treatment for early stage endometrial cancer. The algorithm based on the given operator in intuitionistic fuzzy environment have been discussed step by step and then demonstrates by considering a hypothetical case study based on the intuitionistic fuzzy information gathered from three medical experts about the diseases and their likely remedies. The outcome of the algorithm is the ranking of the treaments for the given information.
Biography: Dr. Vijay Kumar received his Ph.D in Statistics from Maharishi Dayanand University, Rohtak, INDIA. Presently, he is working as a Professor of Mathematics, Manav Rachna International Institute of Research & Studies, Faridabad Haryana INDIA. His research interest includes Decision Making and Machine Learning. He has authored more than 70 research publications including research papers, conference papers and chapters in Books. He has authored 3 books, out of which 2 are research books. He gave several invited talks in the events of national and international repute. Prof. Vijay Kumar serves as editorial board member for several International/National journals and reviewer for many National and International journals.