Journal Papers

1. "Real-time self-adaptive Q-learning controller for energy management of conventional autonomous vehicles"
   Mojgan Fayyazi, Monireh Abdoos, Duong Phan, Mohsen Golafrouz, Mahdi Jalili, Reza N. Jazar, Reza Langari, Hamid Khayyam
   EXPERT SYSTEMS WITH APPLICATIONS, Vol. 222, pp.119770-119783, 2023
2. "Improved reinforcement learning in cooperative multi-agent environments using knowledge transfer"
   Mahnoosh Mahdavimoghadam, Amin Nikanjam, Monireh Abdoos
   JOURNAL OF SUPERCOMPUTING, Vol. 78, pp.10455-10479, 2022
3. "Hierarchical traffic signal optimization using reinforcement learning and traffic prediction with long-short term memory"
   Monireh Abdoos, Ana L.C. Bazzan
   EXPERT SYSTEMS WITH APPLICATIONS, Vol. 171, 2021
4. "A Cooperative Multiagent System for Traffic Signal Control Using Game Theory and Reinforcement Learning"
   Monireh Abdoos
   IEEE Intelligent Transportation Systems Magazine, Vol. 12, pp.1-11, 2020
5. "Experience classification for transfer learning in traffic signal control"
   Mojtaba Norouzi, Monireh Abdoos, Ana L. C. Bazzan
   JOURNAL OF SUPERCOMPUTING, Vol. -, pp.1-16, 2020
6. "Fuzzy Graph and Collective Multi-Agent Reinforcement Learning for Traffic Signals Control"
   Monireh Abdoos
   IEEE INTELLIGENT SYSTEMS, Vol. 36, pp.48-55, 2020
7. "Respiratory Motion Prediction Using Deep Convolutional Long Short-Term Memory Network"
   Shahabedin Nabavi, Monireh Abdoos, Mohsen Ebrahimi Moghaddam, Mohammad Mohammadi
   Journal of Medical Signals & Sensors, Vol. 10, pp.69-75, 2020
8. "A Semi-supervised method for tumor segmentation in mammogram images"
   Hanie Azary, Monireh Abdoos
   Journal of Medical Signals & Sensors, Vol. 10, pp.12-18, 2020
9. "Robustness Analysis of Holonic Multi-agent Systems Application to Traffic Signals Control"
   Monireh Abdoos
   Tehnicki Vjesnik-Technical Gazette, Vol. 5, pp.1306-1313, 2018
10. "Multi-objective particle swarm optimization of component size and long-term operation of hybrid energy systems under multiple uncertainties"
    Monireh Abdoos, Mahram Ghazvini
    Journal of Renewable and Sustainable Energy, Vol. 10, pp.15902-15924, 2018
11. "Towards Reinforcement Learning for Holonic Multi-agent Systems"
    Monireh Abdoos, , Ana L. C. Bazzan
    Intelligent Data Analysis, Vol. 19, pp.211-232, 2015
12. "Hierarchical control of traffic signals using Q-learning with tile coding"
    Monireh Abdoos, Nasser Mozayani, Ana L. C. Bazzan
    APPLIED INTELLIGENCE, Vol. 40, pp.201-213, 2014
13. "Holonic multi-agent system for traffic signals control"
    Monireh Abdoos, Nasser Mozayani, Ana L.C. Bazzan
    ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE, Vol. 26, pp.1575-1587, 2013
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    Amin Nikanjam, Monireh Abdoos, Mahnoosh Mahdavimoghaddam
    Journal Of Control, Vol. 14, pp.55-66, 2021
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    Hedie Haddad, Monireh Abdoos
    pp.1-13, 2020
16. ""
    , Monireh Abdoos
    pp.12-20, 2008
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    Monireh Abdoos, Nasser Mozayani
    pp.47-52, 2007

Conference Papers

1. "Multiagent Reinforcement Learning for Traffic Signal Control: a k-Nearest Neighbors Based Approach"
   Vicente N. de Almeida, Ana L. C . Bazzan, Monireh Abdoos
   12th International Workshop on Agents in Traffic and Transportation, 2022
2. "Improving Traffic Signal Control With Joint-Action Reinforcement Learning"
   Joao V B. Labres, Ana L. C. Bazzan, Monireh Abdoos
   IEEE Symposium Series on Computational Intelligence, pp.1-8, 2021
3. "Multi-Attribute Decision Making Using Competitive Neural Networks"
   Monireh Abdoos
   10th International Conference on Computer and Knowledge Engineering (ICCKE 2020), 2020
4. "Urban Traffic Control Using Hierarchical Multi-agent System and Reinforcement Learning"
   Monireh Abdoos
   the 15th international conference on traffic and transportation engineering, 2016
5. "Short-Term Traffic Flow Prediction Based on a Recurrent Deep Neural Network: a Study in Tehran"
   Monireh Abdoos, Taha Vajedsamiei
   12th Conference on Information and Knowledge Technology, pp.1-7, 2021
6. "Churn Prediction in Payment Terminals Using RFM model and Deep Neural Network"
   Mahila Dadfarnia, Ali Alemi Matinpour, Monireh Abdoos
   11th International Conference on Information and Knowledge Technology (IKT), pp.8-10, 2020
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   Elham Moeinaddini, Monireh Abdoos, Eslam Nazemi
   11th International Conference on Information and Knowledge Technology (IKT), 2020
8. "Transfer learning in Multi-Agent systems for Traffic Signal Control"
   Mojtaba Norouzi, Monireh Abdoos
   The 17th International Conference on Traffic and Transportation Engineering, 2018
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   Mohammad Sadesh Gholami, Amin Nikanjam, Monireh Abdoos
   , 2017
10. "Holonic clustering model in Vehicular Ad-Hoc Network"
    Alireza Mohammadi Gohar, nasser mozayani, Monireh Abdoos
    2nd ITS Congress, 2017