Generalization, Uncertainty Handling and Knowledge Layering (r)

 Team Members:

Faculty

Prof. Akbarzadeh

Prof. Mohammad-R. Akbarzadeh-T.

(Google Scholar)

(Website)

Dr.Sabahi

Dr. Farnaz Sabahi

(Google Scholar)

(Website)
PhD Students

Meghdadi

Aghdas Meghdadi

(Google Scholar)

(Website)

Hassani

Maryam Hasani

(Google Scholar)

(Website)

Mataghi

Elham Mottaghi  

(Google Scholar)

(Website)

MS. Students

pic1

Fatemeh Rezaei

(Google Scholar)

(Website)

Nikdel

Fatemeh Nikdel

(Google Scholar)

(Website)

Selected Publications:

  1. Mohammad Reza Akbarzadeh Totonchi, Agencies of Intelligence: From the Macro to the Nano ,   In: El-Osery A., Prevost J. (eds) Control and Systems Engineering. Studies in Systems, Decision and Control, vol 27. Springer, 2015.
  2. Ehsan Adel Rastkhiz , Mohammad Reza Akbarzadeh Totonchi ,  A Specificity-Based Approach to Semantic Interpretation and Hierarchical Complexity Reduction in Fuzzy Models  , IEEE Trans. Fuzzy Syst. ,  2020.
  3. M. Kadkhoda, M. -R. Akbarzadeh-T. and F. Sabahi, "FLeAC: A Human-Centered Associative Classifier Using the Validity Concept," in  IEEE Transactions on Cybernetics, 2020.
  4. Fahimeh Baghbani , Mohammad Reza Akbarzadeh Totonchi , Mohammad Bagher Naghibi Sistani , Alireza Akbarzadeh Tootoonchi ,  Emotional neural networks with universal approximation property for stable direct adaptive nonlinear control systems  , Engineering Applications of Artificial Intelligence , vol. 89, pp. 103447-103452, 2020.
  5. Alireza Bemani Naeini, Mohammad Reza Akbarzadeh Totonchi ,  A hybrid adaptive granular approach to Takagi–Sugeno–Kang fuzzy rule discovery  , Applied Soft Computing , vol. 81, pp. 105491-105507, 2019.
  6. Nasibeh Rady Raz , Mohammad Reza Akbarzadeh Totonchi ,  Swarm-Fuzzy Rule-Based Targeted Nano Delivery Using Bioinspired Nanomachines  , IEEE Transactions on NanoBioscience , vol. 18, pp.  404-414, 2019.
  7. Masoud Bashari , Mohammad Reza Akbarzadeh Totonchi ,  Distributed prediction of solar farm status by probabilistic fuzzy opinion formation model  , Journal of Renewable and Sustainable Energy , vol. 10, pp. 1-13, 2018.
  8. Fahimeh Baghbani , Mohammad Reza Akbarzadeh Totonchi , Alireza Akbarzadeh Tootoonchi ,  Indirect adaptive robust mixed H2/H∞general type-2 fuzzy control of uncertain nonlinear systems  , Applied Soft Computing , vol. 72, pp. 392-418, 2018.
  9. Mahdi Souzanchi Kashani, Aliasghar Arab , Mohammad Reza Akbarzadeh Totonchi , Mohammad Mehdi Fateh ,  Robust Impedance Control of Uncertain Mobile Manipulators Using Time-Delay Compensation  , IEEE Transactions on Control Systems Technology , vol. 26, pp. 1942-1953, 2017.
  10. Farnaz Sabahi , Mohammad Reza Akbarzadeh Totonchi ,  Extended Fuzzy Logic: Sets and Systems  , IEEE Trans. Fuzzy Syst. , vol. 24, pp. 530-543, 2016.
  11. Ehsan Lotfi , Mohammad Reza Akbarzadeh Totonchi ,  A winner-take-all approach to emotional neural networks with universal approximation property  , Information Sciences , vol. 346-347, pp. 369-388, 2016.
  12. Fahimeh Baghbani , Mohammad Reza Akbarzadeh Totonchi , Alireza Akbarzadeh Tootoonchi , Mostafa Ghaemi ,  Robust adaptive mixed H2/H interval type-2 fuzzy control of nonlinear uncertain systems with minimal control effort  , Engineering Applications of Artificial Intelligence , vol. 49, pp. 88-102, 2016.  
  13. Shirin Fartash Toloue , Mohammad Reza Akbarzadeh Totonchi , Alireza Akbarzadeh Tootoonchi , Mohsen JalaeianFarimani ,  Position tracking of a 3-PSP parallel robot using dynamic growing interval type-2 fuzzy neural control  , Applied Soft Computing , vol. 37, pp. 1-14, 2015.
  14. Farzaneh Tatari , Mohammad Reza Akbarzadeh Totonchi , Majid Mazouchi ,  A Self-Orgavized Multi Agent Decision Making System based on Fuzzy Probabilities: The Case of Aphasia Diagnosis , Iranian Journal of Fuzzy Systems , vol. 11, pp. 21-46, 2014.
  15. Mostafa Ghaemi , Mohammad Reza Akbarzadeh Totonchi ,  Indirect Adaptive Interval Type-2 Fuzzy Pi Sliding Mode Control For A Class Of Uncertain Nonlinear Systems  , Iranian Journal of Fuzzy Systems , vol. 11, pp. 1-21, 2014.
  16. Azadeh Soltani , Mohammad Reza Akbarzadeh Totonchi ,  Confabulation Inspired Association Rule Mining for Rare and Frequent Itemsets  , IEEE Transactions on Neural Networks and Learning Systems , vol. 25, pp. 2053-2064, 2014.
  17. Farnaz Sabahi , Mohammad Reza Akbarzadeh Totonchi ,  Introducing validity in fuzzy probability for judicial decision-making   , International Journal of Approximate Reasoning , vol. 55, pp. 1383-1403, 2014.
  18. Hamid Reza Hassanzadeh , Mohammad Reza Akbarzadeh Totonchi , Alireza Akbarzadeh Tootoonchi , Amir Rezaei ,  An interval-valued fuzzy controller for complex dynamical systems with application to a 3-PSP parallel robot  , Fuzzy Sets and Systems , vol. 235, pp. 83-100, 2014.
  19. Farnaz Sabahi , Mohammad Reza Akbarzadeh Totonchi ,  A qualified description of extended fuzzy logic  , Information Sciences , vol. 244, pp. 60-74, 2013.
  20. Farzaneh Tatari , Mohammad Reza Akbarzadeh Totonchi , Ahmad Sabahi ,  Fuzzy-probabilistic multi agent system for breast cancer risk assessment and insurance premium assignment  , Journal of Biomedical Informatics , vol. 45,   pp. 1021-1034, 2012.
  21. Mohammad Reza Akbarzadeh Totonchi , Nader Jahangiri , M.Khoobdel ,  An Intelligent System Based on Fuzzy Probabilities for Medical Diagnosis - A Study in Aphasia Diagnosis  , Journal of Research in Medical Sciences , vol. 14, pp. 89-10, 2009.
  22. Mohammad Reza Akbarzadeh Totonchi , Majid Moshtagh Khorasani ,  A hierarchical fuzzy rule-based approach to aphasia diagnosis  , Journal of Biomedical Informatics , vol. 40, pp. 465-475, 2007.
  23. Mahdi Saadatmand , Morteza Khademi , Mohammad Reza Akbarzadeh Totonchi , Hamid Abrishami Moghaddam ,  A Novel Constructive-Optimizer Neural Network for the Traveling Salesman Problem  , IEEE Transactions on Systems, Man, and Cybernetics - Part B: Cybernetics , vol. 37, pp. 754-770, 2007.


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