Marjan Kaedi

Information Technology 

Faculty of Computer Engineering

Tel: +98-31-37934521

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Research Interest
   User Modeling in Electronic Commerce
   Recommender Systems
   Metaheuristic Optimization Algorithms
   Artificial Intelligence
   Intelligent Transportation Systems

Academic Resume
   Phd, Computer Engineering, University of Isfahan, Iran, Graduation Date: 2012
   Research Period, Computer Engineering, , South Korea, Graduation Date: 2011
   Master, Computer Engineering, University of Isfahan, Iran, Graduation Date: 2005
   Bachelor, Computer Engineering, Isfahan University of Technology, Iran, Graduation Date: 2003

International Journal
1. F Negaresh, M Kaedi, Z Zojaji , Gender Identification of Mobile Phone Users based on Internet Usage Pattern , International Journal of Engineering, 2023, 36 (2), 335-347.
2. E Malekzadeh Hamedani, M Kaedi, Z Zojaji , Forecasting Alisadr Cave Tourism Demand using Combination of Short-term and Log-terms Forecasts , International Journal of Web Research, 2022, 5 (2), 47-53.
3. M Kaedi, A Bohlooli, R Pakrooh, Simultaneous Optimization of Cluster Head Selection and Inter-cluster Routing in Wireless Sensor Networks Using a 2-level Genetic Algorithm , Applied Soft Computing, 2022, Vol. 128, 109444.
4. Alireza Sadeghian, Marjan Kaedi , Happiness Recognition from Smartphone Usage Data Considering Users’ Estimated Personality Traits , Pervasive and Mobile Computing, 2021, Vol. 73, pp. 101389
5. Saba Yousefian Jazi, Marjan Kaedi, Afsaneh Fatemi, An Emotion-aware Music Recommender System: Bridging the User’s Interaction and Music Recommendation , Multimedia Tools and Applications, 2021, Vol. 80, No. 9, pp. 13559-13574
6. Nooshin Pordelan, Ahmad Sadeghi, Mohammad Reza Abedi, Marjan Kaedi, Promoting Student Career Decision-making Self-efficacy: An Online Intervention , Education and Information Technologies, 2020, Vol. 25, No. 2, pp. 985-996
7. Zahra Sheikhi Darani, Marjan Kaedi, Reducing the User Fatigue in Interactive Design: Utilizing Interactive Genetic Algorithm and the Desired Designs of Former Users , International Journal of Artificial Intelligence, 2020, Vol. 18, No. 2, pp. 113-131
8. Elaheh Malekzadeh, Marjan Kaedi, Recommending the Long Tail Items Through Personalized Diversification , Knowledge Based Systems, 2019, Vol. 164, pp. 348-357
9. Alireza Kazeminia, Marjan Kaedi, Binazir Ganji, Personality-Based Personalization of Online Store Features Using Genetic Programming: Analysis and Experiment , Journal of Theoretical and Applied Electronic Commerce Research, 2019, Vol. 14, No. 1, pp. 16-29
10. Zahra Yousefi Hafshejani, Marjan Kaedi, Afsaneh Fatemi Khorasgani, Improving Sparsity and New User Problems in Collaborative Filtering by Clustering the Personality Factors , Electronic Commerce Research, 2018, Vol. 18, No. 4
11. Nooshin Pordelan, Ahmad Sadeghi, Mohammad Reza Abedi, Marjan Kaedi, How online career counseling changes career development: A life design paradigm , Education and Information Technologies, Education and Information Technologies, 2018, Vol. 23, No. 6, pp. 2655-2672
12. M Kaedi, CW Ahn, Robust Optimization Using Bayesian Optimization Algorithm: Early Detection of Non-robust Solutions , Applied Soft Computing, 2017
13. M Kaedi, Fractal-based Algorithm: A New Metaheuristic Method for Continuous Optimization , International Journal of Artificial Intelligence™ 15 (1), 76-92, 2017
14. E Shamaei, M Kaedi, Suspended sediment concentration estimation by stacking the genetic programming and neuro-fuzzy predictions , Applied Soft Computing 45, 187-196, 2016.
15. M Kaedi, N Ghasem-Aghaee, CW Ahn, Biasing the transition of Bayesian optimization algorithm between Markov chain states in dynamic environments , Information Sciences 334, 44-64, 2016.
16. M Kaedi, M Alinia, Extracting attractive packaging colours to affect the customers' subconscious using data mining , International Journal of Business Intelligence and Data Mining 11 (3), 229-241, 2016.
17. I GOLKAR, M Kaedi, Developing a Model for Estimating the Extraversion Degree of Social Network Members Using the Information Extracted from the Graph Structure , JOURNAL OF MODELING IN ENGINEERING 13 (43), 91-106, 2016.
18. I Golkar Amnieh, M Kaedi, Using Estimated Personality of Social Network Members for Finding Influential Nodes in Viral Marketing , Cybernetics and Systems 46 (5), 355-378, 2015.
19. M Kaedi, N Ghasem-Aghaee, CW Ahn, Holographic memory-based Bayesian optimization algorithm (HM-BOA) in dynamic environments , Science China Information Sciences 56 (9), 1-17, 2013.
20. M Kaedi, NG Aghaee, CW Ahn, Evolutionary optimization in dynamic environments: Bringing the strengths of dynamic Bayesian networks into Bayesian optimization algorithm , Int J Innov Comput Inf Control 9, 2485-2503, 2013.
21. M Kaedi, N Ghasem-Aghaee, Improving case-based reasoning in solving optimization problems using Bayesian optimization algorithm , Intelligent Data Analysis 16 (2), 199-210, 2012.
22. M Kaedi, N Ghasem-Aghaee, Biasing Bayesian optimization algorithm using case based reasoning , Knowledge-Based Systems 24 (8), 1245-1253, 2011.
23. L PourMohammadBagher, M Kaedi, N Ghasem-Aghaee, TI Ören, Anger evaluation for fuzzy agents with dynamic personality , Mathematical and Computer Modelling of Dynamical Systems 15 (6), 535-553, 2009.
24. M Kaedi, N Movahhedinia, K Jamshidi, Traffic signal timing using two-dimensional correlation, neuro-fuzzy and queuing based neural networks , Neural Computing and Applications 17 (2), 193-200, 2008.
International Conference
25. M Kaedi, MA Nematbakhsh, N Ghasem-Aghaee, Fuzzy Association Rule Reduction Using Clustering In Som Neural Network. , IADIS European Conf. Data Mining, 139-143, 2008.
26. N Ghasem-Aghaee, L PoorMohamadBagher, M Kaedi, TI Ören, Anger filter in agent simulation of human behavior , Proceedings of the 18th conference on Proceedings of the 18th IASTED, 2007
27. N Ghasem-Aghae, M Kaedi, TI Ören, Effects of Cognitive Complexity in Agent Simulation: Fuzzy Rules and an Implementation , Proceedings of: CM&SC-Conceptual Modeling and Simulation Conference, 20-22, 2005.