Lecture slides
1st class: CDI_SI1_Intro_2019.pdf
2nd class: CDI_SI2_Fuzzy_SetsI_2019.pdf
- 3rd class: CDI_SI2_Fuzzy_SetsII_2019.pdf
- 4th class: CDI_SI2_Fuzzy_Relations_2019.pdf
- 5th class: CDI_SI3_Fuzzy_Systems_2019.pdf
- 6th class:CDI_SI6_Fuzzy_Control_2019.pdf
- 7th class: CDI_SI4_Fuzzy_Models_2019.pdf
- 8th class, 9th class: CDI_SI8_Optimization_Clustering_2019.pdf
- 10th class: CDI_SI10_Optimization_InterpretabilityInFuzzyModels_2019.pdf
- 11th class, 12th class,13th class: CDI_SI11_12_13_Neural_Networks_2019.pdf
- 13th class: CDI_SI13_Neuro-fuzzy_2019.pdf
- 14th class and 15th: CDI_SI14_15_Feature_Selection_2019.pdf
- 15th and 16th class: CDI_SI15_16_deep-learning_2019.pdf
- SI_CDI_FuzzyDecision2019.pdf
- CDI_SI12_Model Based Control_2019.pdf
Reading Material
Introduction:- Lotfi A. Zadeh, Foreword, Editor(s): NARESH K. SINHA, MADAN M. GUPTA, In Academic Press Series in Engineering,Soft Computing and Intelligent Systems, Academic Press, Pages ix-x, 2000 (PDF)
- James C. Bezdek, (Computational) Intelligence: What's in a Name?, IEEE Systems, Man, and Cybernetics Magazine, Volume: 2 , Issue: 2 , April 2016 (PDF)
- Rudolf Kruse, Christian Borgelt, Detlef D. Nauck, Nees Jan van Eck and Matthias Steinbrecher. The Role of Soft Computing in Intelligent Data Analysis. In Proc. 16th IEEE Int. Conf. on Fuzzy Systems (FUZZ-IEEE?07, London, UK), pages 9?17, IEEE Press, 2007.
- Chap.1 from Neuro-Fuzzy and Soft Computing: A Computational Approach to Learning and Machine Intelligence.: J.-S. Jang, C.-T. Sun and E. Mizutani. 1997 Prentice Hall, New Jersey, 1997.
- James C. Bezdek, (A Review of Probabilistic, Fuzzy, and Neural Models for Pattern Recognition, Journal of Intelligent and Fuzzy Systems, Volume: 1, Issue: 1, pp1-25, 1993 (PDF)
- Chap.2 from Neuro-Fuzzy and Soft Computing: A Computational Approach to Learning and Machine Intelligence.: J.-S. Jang, C.-T. Sun and E. Mizutani. 1997 Prentice Hall, New Jersey, 1997.
- Masaharu Mizumoto, Kokichi Tanaka, Fuzzy Sets and Their Operations, Information and Control, Volume: 48, pp30-48, 1981 (PDF)
- Chap.2 from Neuro-Fuzzy and Soft Computing: A Computational Approach to Learning and Machine Intelligence.: J.-S. Jang, C.-T. Sun and E. Mizutani. 1997 Prentice Hall, New Jersey, 1997.
- Chap.3 from Neuro-Fuzzy and Soft Computing: A Computational Approach to Learning and Machine Intelligence.: J.-S. Jang, C.-T. Sun and E. Mizutani. 1997 Prentice Hall, New Jersey, 1997
- Chap.4 from Neuro-Fuzzy and Soft Computing: A Computational Approach to Learning and Machine Intelligence.: J.-S. Jang, C.-T. Sun and E. Mizutani. 1997 Prentice Hall, New Jersey, 1997
Problems class
- Fuzzy sets basic concepts: (SI_Assignment1.pdf)
- Fuzzy sets, Fuzzy relations and Fuzzy Systems: (Assignment2.rar)
- MatLab LiveSript Example:LiveScriptExmpleForEx6.rar
- Fuzzy Control Class Assignment: FuzzyControlClassAssignment.zip
- Fuzzy Modeling and Neural Modeling 3rd assignment: Assignment3.zip
- Neural Networks Matlab Toolbox tutorial: CDI_SI_Neural_Networks_Toolbox_2019.pdf
- Deep Learning example: DL_DummyExample.rar
Exam problems example:
Final Project list
Grades
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Assignments, projects and Exam 1 gardes: SI_Grades2019_Exam1.pdf
- 3rd Assignment score board:ScoreBoard2019.pdf
- Exam 2 and final grades: SI_Grades2019_Exam2.pdf
- Exam EE grades: SI_Grades2019_Exam3.pdf