Soft Computing

Prof. Dr. Rashad Aliyev

PhD Thesis

•  Mustafa Tanel Babagil: “The development of multi-agent intelligent system for production SCM”. Eastern Mediterranean University, October, 2007. 
• Akif Vali Alizadeh: ”Models and Algorithms for Behavior Planning of Industrial Robots”. Institute of Cybernetics of National Academy of Science of Azerbaijan, November 30, 2007 (supervision together with Prof. Dr. R.A.Aliev).
• Ersin Kuset Bodur: “Fuzzy Utility Based Decision Analysis in the Credit Scoring Problem”. Eastern Mediterranean University, June, 2012. 
• Derar Atallah Talal Mraiziq: “Computation and Reasoning with Z-Numbers”. Eastern Mediterranean University, July, 2015. 
• Sara Salehi: “Fuzzy Rule-Based Intelligent System for Predicting Hotel Occupancy”. Eastern Mediterranean University, January, 2020.
  

MS Thesis

• Hamid Mir-Mohammad Sadeghi: “Fuzzy Intelligent Traffic Control System”. Eastern Mediterranean University, June, 2010. 
•  Andrew Adewale Alola: “Analysis of Possibility Theory for Reasoning under Uncertainty”. Eastern Mediterranean University, June, 2012. 
• Lina Abed Al-Hakim Hamdan Al Shnaikat: “Type-2 Fuzzy Logic in Modeling Uncertainty”. Eastern Mediterranean University, June, 2013.
•  Maysaa Jasim Mahmood Al-Obaidi: “Fuzzy Game Theory for Decision Analysis”. Eastern Mediterranean University, July, 2013. 
• Nisreen Lukman Abdulnabi: “Prospect Theory in Decision Making Process”. Eastern Mediterranean University, February, 2014. 
• Hayder Mosa Merza Al-Rubaiy: “Query Processing for Data Retrieval from Distributed Database Management System”. Eastern Mediterranean University, February, 2014. 
• Hello Ali Hama: “Hebb Rule Method in Neural Network for Pattern Association”. Eastern Mediterranean University, May, 2014.
• Sara Salehi: “Bayesian Probability Estimation for Reasoning Process”. Eastern Mediterranean University, May, 2014. 
• Pshtiwan Qader Rashid: “Semantic Network and Frame Knowledge Representation Formalisms in Artificial Intelligence”. Eastern Mediterranean University, February, 2015. 
• Isma`il Muhammad Musa: “Investigation of Basic Concepts of Fuzzy Arithmetic”. Eastern Mediterranean University, February, 2015. 
• Bareen Haval Sadiq Mzori: “Forward and backward chaining techniques of reasoning in rule-based systems”. Eastern Mediterranean University, July, 2015. 
• Zewar Fadhlulddin Hasan: “Implementation of strategies for solving constraint satisfaction problems”. Eastern Mediterranean University, July, 2015. 
• Haifaa Hussein Hameed: “Smoothing techniques for time series forecasting”. Eastern Mediterranean University, July, 2015. 
• Bafreen Najeb Mohammed: “Analysis of properties of fuzzy graphs”. Eastern Mediterranean University, January, 2017. 
• Kurdman Abdulrahman Rasol: “Propositional Logic for Knowledge Representation and Formalization of Reasoning”. Eastern Mediterranean University, June, 2017. 
• Khaled A. O. Algasi: “Uninformed and Informed Search Techniques in Artificial Intelligence”. Eastern Mediterranean University, November, 2017.
  

Selected Books

• Rafik A Aliev, Oleg H Huseynov, Rashad R Aliyev, Akif A Alizadeh, “The Arithmetic of Z-Numbers: Theory and Applications”, p. 301, World Scientific Publishing Co, 2015.
• Rafik A. Aliev, Bijan Fazlollahi, Rashad R. Aliev, “Soft Computing and its Applications in Business and Economics”, p. 446, Springer-Verlag, 2004.
• Rafik A Aliev, Oleg H Huseynov, Rashad R Aliyev, Akif A Alizadeh, “The Arithmetic of Z-Numbers: Theory and Applications”, p. 301, World Scientific Publishing Co, 2015.

Selected Publications

• R.A.Aliev, B.Fazlollahi, B.Guirimov, R.R.Aliev, “Fuzzy-genetic approach to aggregate production-distribution planning in supply chain management”, Information Sciences, Volume 177 (20), pp. 4241-4255, 2007. 
• R.A.Aliev, B.G.Guirimov, Bijan Fazlollahi, R.R.Aliev, “Evolutionary Algorithm-Based Learning of Fuzzy Neural Networks. Part 2: Recurrent Fuzzy Neural Networks”, Fuzzy Sets and Systems, Volume 160, Issue 17, pp. 2553-2566, 2009. 
• Rafik A. Aliev, Witold Pedrycz, Babek G. Guirimov, Rashad R. Aliev, Umit Ilhan, Mustafa Babagil, Sadik Mammadli, “Type-2 Fuzzy Neural Networks with Fuzzy Clustering and Differential Evolution Optimization”, Information Sciences, Volume 181, Issue 9, pp. 1591-1608, 2011. 
• Rafik Aliev, Bijan Fazlollahi, Rashad Aliev and Babek Guirimov, “Fuzzy Time Series Prediction Method Based on Fuzzy Recurrent Neural Network”, Lecture Notes in Computer Science (LNCS), Volume 4233, pp. 860-869, 2006. 
• R.A.Aliev, R.R.Aliev, B.Guirimov, K.Uyar, “Dynamic data mining technique for rules extraction in a process of battery charging“, Applied Soft Computing, Volume 8, Issue 3, pp. 1252-1258, 2008. 
• R.A.Aliev, B.Fazlollahi, R.R.Aliev, B.Guirimov, “Linguistic Time Series Forecasting Using Fuzzy Recurrent Neural Network“, Soft Computing, Volume 12(2), pp. 183-190, 2008. 
• Rashad Aliev, Rahib Abiyev, Mustafa Menekay, “Fuzzy Approach to Portfolio Selection Using Genetic Algorithms”, Intelligent Automation and Soft Computing, Vol. 14, No. 4, pp. 525-540, 2008. 
• Rashad R. Aliev, Ersin Kuset Bodur, “Fuzzy-valued Choquet integral based utility ranking in the credit scoring problem”, Applied and Computational Mathematics, Volume 11, No. 3, pp. 432-446, 2012. 
• Rashad R. Aliev, Derar Atallah Talal Mraiziq, and Oleg H. Huseynov, “Expected Utility Based Decision Making under Z-Information and Its Application”, Computational Intelligence and Neuroscience, Volume 2015, 11 pages, 2015. 
• Rashad Aliyev, Sara Salehi and Rafig Aliyev, “Development of Fuzzy Time Series Model for Hotel Occupancy Forecasting”, Sustainability 2019, 11(3), 793.