Vietnam Academy of Science and Technology

Project's information

Project's title	Research and develop granular computing model by fuzzy approach and applied into dental diagnosis support.
Project’s code	GUST.STS.ĐT2018-TT01
Research hosting institution	Graduate University of Science and Technology
Project leader’s name	Dr. Tran Manh Tuan
Project duration	01/06/2018 - 30/06/2021
Project’s budget	300 million VND, monthly salary with budget of 4,5 million VND per month in 36 months.
Classify	Fair
Goal and objectives of the project	- Research to propose the granular computing model by fuzzy approach - Build the model, experiment and evaluate proposed model on real applications in dental diagnosis support. - Publish the papers on national and international journals in SCI/SCIE list. - Support graduate training (Supervise 01 master thesis).
Main results	- Theoretical results: Propose two models including granular computing model combining with complex fuzzy measures and granular computing model combining with complex fuzzy inference. *- Applied results:* Construct the dental diagnosis support model. Some X-ray photos in dentistry
Novelty and actuality and scientific meaningfulness of the results	- Develop granular computing model combining with complex fuzzy measures. - Develop granular computing model combining with complex fuzzy inference. - Implement the proposed models in application of dental diagnosis support problem.
Products of the project	- Scientific papers in referred journals (list): 01 paper in international journal ISI; 01 paper International Conference; 01 paper in international journal - Tran Manh Tuan, Luong Thi Hong Lan, Shuo-Yan Chou, Tran Thi Ngan, Le Hoang Son, Nguyen Long Giang, Mumtaz Ali (2020), “M-CFIS-R: Mamdani Complex Fuzzy Inference System with Rule Reduction Using Complex Fuzzy Measures in Granular Computing”, Mathematics, 8(707), 1-24 (SCIE) - Tran Hue, Pham Minh Chuan, Tran Manh Tuan, Le Tuan Anh, Le Hoang Son (2021), An application of machine learning for assessment of gestational diabetes, Proceeding of the 6th International Conference on Research in Intelligent Computing in Engineering (RICE-2021), June 3-4, 2021, Binh Duong, Vietnam, in press (SCOPUS). (Accepted). - Trần Mạnh Tuấn, Trần Thị Ngân, Vũ Anh Tuấn, “tính toán hạt dựa trên độ đo tương đồng mờ phức trong hỗ trợ chẩn đoán nha khoa”, TNU Journal of Science and Technology (Accepted). - Training support product: Supervise 01 master thesis (candidate’s name is Lương Thanh Hưởng, completed master program in 2021).
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