Dr. Bonchek-Dokow

Studies in progress:
  1. Multi-class categorization of Responsa, with Dr. Jonathan Schler, Bar Ilan University
  2. Generating a Common Rule Set for IoT Security, with Prof. Menachem Domb, Ashkelon Academic College, Israel-Taiwan Research Cooperation.

      Major Publications:
  1. Moshe Koppel, Jonathan Schler and Elisheva Bonchek-Dokow, “Measuring Differentiability: Unmasking Pseudonymous Authors”, Journal of Machine Learning Research (JMLR), Volume 8, pp. 1261-1276, June 2007
  2.  Elisheva Bonchek-Dokow, Gal A. Kaminka and Carmel Domshlak, “Distinguishing Between Intentional and Unintentional Sequences of Actions”, Proceedings of the International Conference on Cognitive Modeling (ICCM-09), 2009
  3.  Elisheva Bonchek-Dokow, Gal A. Kaminka and Carmel Domshlak, “Distinguishing Between Intentional and Unintentional Sequences of Actions”, Proceedings of the IJCAI-09 Workshop on Plan, Activity, and Intention Recognition (PAIR-09), 2009
  4.  Elisheva Bonchek-Dokow, “Cognitive Modeling of Human Intention Recognition”, Ph.D. Thesis, Bar Ilan University, 2012
  5.  Elisheva Bonchek-Dokow, Gal A. Kaminka, “Towards Computational Models of Intention Detection and Intention Prediction”, Special Issue of Cognitive Systems Research on Computational Models of Mindreading, 2014, DOI 10.1016/j.cogsys.2013.07.004
  6. Menachem Domb, Guy Leshem, Elisheva Bonche-Dokow, Esther David, Yuh-Jye Lee, "Sparse Sampling for Sensing Temporal Data – Building an Optimized Envelope", Proceedings of the 2016 Conference on Technologies and Applications of Artificial Intelligence, 2016, Submitted
  7. Menachem Domb, Elisheva Bonchek-Dokow , Guy Leshem, “Lightweight Adaptive Random-Forest for IoT Rule Generation and Execution”, Journal of Information Security and Applications
 

Dr. Elisheva Bonchek-Dokow
Phone0547848277

Academic position:

Lecturer

Field of expertise:
  • Machine Learning
  • Cognitive Modeling