ד"ר רינה אזולאי

Dr. Rina Azoulay

מוסד עיקרי

המרכז האקדמי לב

Jerusalem College of Technology

טלפון

054-8412657

דוא״ל

rrinaa@gmail.com

קורות חייםCV

דיסציפלינות ראשיותMain Disciplines

Computer Sciences, Game Theory

דיסציפלינות משניותSecondary Disciplines

Artificial Intelligence, Machine Learning, Natural Language Processing

תחומי מחקר / מילות מפתחKeywords

Auctions, Distributed learning, Intelligent tutoring systems, Internet research, Multi agent systems, Probabilistic models, Reinforcement learning

פרסומים ויצירות עיקריים / עדכנייםMain / Recent Publications

Azoulay, Rina et al. ‘Machine Learning Techniques for Received Signal Strength Indicator Prediction’. 1 Jan. 2023 : 1167 – 1184.
Allouch, M., Mansbach, N., Azaria, A., & Azoulay, R. (2023). Utilizing Machine Learning for Detecting Harmful Situations by Audio and Text. Applied Sciences, 13(6), 3927.
Kiril Danilchenko, Rina Azoulay, Shulamit Reches, Yoram Haddad, Deep learning method for delay minimization in MANET, ICT Express, Volume 8, Issue 1, 2022, Pages 7-10
R. Azoulay, Y. Haddad and S. Reches, "Machine Learning Methods for UAV Flocks Management-A Survey," in IEEE Access, vol. 9, pp. 139146-139175, 2021,.
R. Azoulay, K. Danilchenko, Y. Haddad and S. Reches, Transmit Power Control By Deep Neural Network in TDMA-based AD-HOC clusters, IWCMC 2021
R. Azoulay, E. David, M. Avigal and D. Hutzler, Adaptive Task Selection in Automated Educational Software: A Comparative Study, In Intelligent Systems and Learning Data Analytics in Online Education, Elsevier, 2021.
R. Azoulay and S. Reches, Flocks Formation Model for Self-Interested UAV, accepted to Intelligent Service Robotics 14 (2), 2021. P.157-174.
Allouch, M., Azaria, A., & Azoulay, R. (2021). Conversational Agents: Goals, Technologies, Vision and Challenges. Sensors, 21(24), 8448. MDPI AG.
R. Azoulay, E. David, M. Avigal, and D. Hutzler, The impact of learning software on improving reading comprehension skills, International Journal of e-Education, e-Business, e-Management and e-Learning, Number 3 Volume 10 Number 3, 2020.
R. Azoulay, E. David, M. Avigal, and D. Hutzler, The impact of learning software on improving reading comprehension skills, International Journal of e-Education, e-Business, e-Management and e-Learning, Number 3 Volume 10 Number 3, 2020.
R. Azoulay and S. Reches, UAV Flocks Forming for Crowded Flight Environments, ICAART 2019.
M. Allouch, A. Azaria and R. Azoulay, Detecting sentences that may be harmful to children with special needs, ICTAI 2019.
O. Rozenblit, Y. Haddad, Y. Mirsky, R. Azoulay, Machine Learning Methods for SIR Prediction in Cellular Networks, Physical Communciation, 2018.
M. Allouch, A. Azaria, R. Azoulay, E. Ben-Izchak, M. Zwilling and D. A. Zachor, Automatic Detecting of Insulting Sentences in Conversation, ICSEE 2018..
15. Y. Mirsky, Y. Haddad, O. Rozenblit and R. Azoulay, Predicting Wireless Coverage Maps Using Radial Basis Networks, CCNC 2018.
R. Azoulay-Schwartz, R. Katz and S. Kraus, Efficient Bidding Strategies for Cliff-Edge Problems, Autonoumous agents and multi-agent systems, 28 (2), 290-336, 2014.
D. Hutzler, E. David, M. Avigal and R. Azoulay, Learning Methods for Rating the Difficulty of Reading Comprehension Questions, SWESTE, Israel, 2014.
6. R. Azoulay and J. Bar-Ilan, A Map of Non-Profit Organization Websites in Israel, Journal of the American Society for Information Science, 2011.
E. David, R. Azoulay-Schwartz, and S. Kraus, Bidding in Sealed-bid and English Multi-Attribute auctions. Decision Support Systems, v.42 n.2, p.527-556, November 2006. .
Azoulay-Schwartz and S. Kraus and J. Wilkenfeld, Exploitation vs. Exploration in Ecommerce: Choosing a Supplier in an Environment of Incomplete Information, Decision Support Systems 38(1):1-18, 2004
E. David, R. Azoulay-Schwartz and S. Kraus, Protocols and Strategies for Automated Multi-Attributes Auctions, Proceedings of the 1st international conference on autonomous agents and multi agent systems AAMAS, pp. 77-85, 2002.
E. David, R. Azoulay-Schwartz and S. Kraus, An English Auction protocol for Multi-Attributes Items, in J. Padget, D. Parkes, N. Sadeh, O. Shehory and W. Walsh, (Eds.), Agent Mediated Electronic Commerce IV: Designing Mechanisms and Systems, LNAI vol. 2531, 2002, pp. 52-68.