Analyzing large-scale human mobility data: a survey of machine learning methods and applications E Toch, B Lerner, E Ben-Zion, I Ben-Gal Knowledge and Information Systems 58, 501-523, 2019 | 179 | 2019 |
Identifying and predicting social lifestyles in people’s trajectories by neural networks E Ben Zion, B Lerner EPJ Data Science 7 (1), 1-27, 2018 | 24 | 2018 |
Predictive, machine-learning, locale-aware computer models suitable for location-and trajectory-aware training sets AC Briancon, EB Zion, SS Kawale, S Amini US Patent 11,501,213, 2022 | 14 | 2022 |
Learning human behaviors and lifestyle by capturing temporal relations in mobility patterns. EB Zion, B Lerner ESANN, 2017 | 8 | 2017 |
Machine learning pipeline optimization EB Zion, AC Briancon, PM Makhijani, TN Prasad, S Amini, J Deng, ... US Patent 11,615,271, 2023 | 3 | 2023 |
Predictive, machine-learning, event-series computer models with encoded representation SK Lakshmipathy, EB Zion, DA Curry, AC Briancon, MH Engeling, ... US Patent App. 18/180,077, 2023 | | 2023 |
Predictive, machine-learning, locale-aware computer models suitable for location-and trajectory-aware training sets AC Briancon, EB Zion, SS Kawale, S Amini US Patent App. 17/962,118, 2023 | | 2023 |
Predictive, machine-learning, time-series computer models suitable for sparse training sets SK Lakshmipathy, EB Zion, DA Curry, AC Briancon, MH Engeling, ... US Patent 11,636,393, 2023 | | 2023 |