Dr. Elisheva Bonchek-Dokow
Email: elishevabd@edu.aac.ac.il
Phone: +972-547848277
Academic position: Lecturer
Field of expertise:
• Machine Learning
• Cognitive Modeling
Studies in progress:
- Multi-class categorization of Responsa, with Dr. Jonathan Schler, Bar Ilan University
- Generating a Common Rule Set for IoT Security, with Prof. Menachem Domb, Ashkelon Academic College, Israel-Taiwan Research Cooperation.
Major Publications:
- Menachem Domb, Elisheva Bonchek-Dokow , Guy Leshem, “Lightweight Adaptive Random-Forest for IoT Rule Generation and Execution”, Journal of Information Security and Applications, pp. 218-224, 2017
Impact Factor: 1.537, Number of citations: 16, SJR: 0.291 - Menachem Domb, Guy Leshem, Elisheva Bonchek-Dokow, Esther David and Yuh-Jye Lee, “Sparse Sampling for Sensing Temporal Data- Building an Optimized Envelope”, Proceedings of the Conference on Technologies and Applications of Artificial Intelligence (TAAI-2016), pp. 241-247, 2016, lecture
- Elisheva Bonchek-Dokow, Gal A. Kaminka, “Towards a Model of Human Intent Recognition: Intention Detection and Prediction”, Cognitive Systems
Research, Special Issue on Computational Models of Mindreading, pp. 44-79, 2014
Impact Factor: 1.182, Number of citations: 22, SJR: 0.291 - 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, pp. 170-175, poster
- 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
Impact Factor: 4.091, Number of citations: 184, SJR: 1.426
