Dr. Eyal Ben-Zion
A research leader with experience in research teams' guidance to develop and deploy core machine learning products of different methods in different domains. I am excited to coach researchers to tackle challenging machine learning problems and statistics and help them design and deploy cutting-edge solutions
2011-2018 Ph.D. in Industrial Engineering and Management. Ben Gurion University of the Negev, Israel. Dissertation title: Analysis and Prediction of a Human Mobility Patterns Using Learning Dynamic Models. Adviser: Prof. Lerner B.
2011-2014 M.Sc. in Industrial Engineering and Management. Ben Gurion University of the Negev, Israel. Dissertation title: Analysis and Prediction of a Human Mobility Patterns Using Learning Dynamic Models. Adviser: Prof. Lerner B.
2007-2011 B.Sc. in Industrial Engineering and Management. Ben Gurion University of the Negev, Israel.
Zion, E.B., Briancon, A.C., Makhijani, P.M., Prasad, T.N., Amini, S., Deng, J., Nguyen, N.T. and Belanger, J.J., Cerebri AI Inc, 2020. Machine learning pipeline optimization. U.S. Patent Application 16/891,834.
Lakshmipathy, S.K., Zion, E.B., Curry, D.A., Briancon, A.C., Engeling, M.H., Boldyrev, D.A. and Amini, S., Cerebri Ai Inc, 2020. Predictive, machine-learning, time-series computer models suitable for sparse training sets. U.S. Patent Application 16/868,385.
Briancon, A.C., Zion, E.B., Kawale, S.S. and Amini, S., Cerebri Ai Inc, 2020. Predictive, machine-learning, locale-aware computer models suitable for location-and trajectory-aware training sets. U.S. Patent Application 16/868,393.
Ben Zion, E., Lerner, B. Identifying and predicting social lifestyles in people's trajectories by neural networks. EPJ Data Science.
Toch, E., Lerner, B., Ben Zion, E., Ben-Gal, I. Analyzing large-scale human mobility data: a survey of machine learning methods and applications. Knowledge and Information Systems, 1-23.
Ben Zion, E., Lerner, B. 2017. Learning human behaviors and lifestyle by capturing temporal relations in mobility patterns. In European Symposium on Artificial Neural Networks, Computational Intelligence, and Machine Learning, XXV. European Neural Network Society-ENNS. Bruges, Belgium
Shalmon, T., Khashper, A., Schwartz, D., Ben Zion, E. and Shelef I. 2016. Changes in Spleen size in patients with Crohn's Disease as an index of disease activity. In Annual Meeting of the Israel Radiological Association. Eilat, Israel
Ben Zion, E. and Lerner, B. 2015. Analysis and prediction of human mobility patterns by learning a hierarchical hidden Markov model using latent Dirichlet allocation. In Data Mining for Business Intelligence Conference. Beer Sheba, Israel