Julie Yixuan Zhu

Publication Activity (10 Years)

Years Active: 2014-2019
Publications (10 Years): 6

Top Topics

Granger Causality

Indoor Localization

Top Venues

IEEE Trans. Big Data

INFOCOM Workshops

Publications

Julie Yixuan Zhu, Bo Tang, Victor O. K. Li
A five-layer architecture for big data processing and analytics. Int. J. Big Data Intell. 6 (1) (2019)
Julie Yixuan Zhu, Chao Zhang, Huichu Zhang, Shi Zhi, Victor O. K. Li, Jiawei Han, Yu Zheng
pg-Causality: Identifying Spatiotemporal Causal Pathways for Air Pollutants with Urban Big Data. IEEE Trans. Big Data 4 (4) (2018)
Julie Yixuan Zhu, Chenxi Sun, Victor O. K. Li
An Extended Spatio-Temporal Granger Causality Model for Air Quality Estimation with Heterogeneous Urban Big Data. IEEE Trans. Big Data 3 (3) (2017)
Julie Yixuan Zhu, Chao Zhang, Shi Zhi, Victor O. K. Li, Jiawei Han, Yu Zheng
p-Causality: Identifying Spatiotemporal Causal Pathways for Air Pollutants with Urban Big Data. CoRR (2016)
Julie Yixuan Zhu, Yu Zheng, Xiuwen Yi, Victor O. K. Li
A Gaussian Bayesian model to identify spatio-temporal causalities for air pollution based on urban big data. INFOCOM Workshops (2016)
Julie Yixuan Zhu, Jialing Xu, Victor O. K. Li
A Four-Layer Architecture for Online and Historical Big Data Analytics. DASC/PiCom/DataCom/CyberSciTech (2016)
Julie Yixuan Zhu, Chenxi Sun, Victor O. K. Li
Granger-Causality-based air quality estimation with spatio-temporal (S-T) heterogeneous big data. INFOCOM Workshops (2015)
Julie Yixuan Zhu, Jialing Xu, Anny Xijia Zheng, Jiaju He, Chaoyi Wu, Victor O. K. Li
WIFI fingerprinting indoor localization system based on spatio-temporal (S-T) metrics. IPIN (2014)
Julie Yixuan Zhu, Anny Xijia Zheng, Jialing Xu, Victor O. K. Li
Spatio-temporal (S-T) similarity model for constructing WIFI-based RSSI fingerprinting map for indoor localization. IPIN (2014)