Research
Publications
31 Beyond The Limits of Predictability in Human Mobility Prediction: Context-Transition Predictability,
K. Zhao, C. Zhang, M. Chen Co-first author, equal contribution
(2023) IEEE Transactions on Knowledge and Data Engineering, impact factor: 8.9
35(5): 4514-4526
30 Human Mobility Prediction based on Trend Iteration of Spectral Clustering,
W. Jia, S. Zhao, K. Zhao
(2023) IEEE Transactions on Mobile Computing, impact factor: 7.9
29 Multivariate Time-Series Forecasting Model: Predictability Analysis and Empirical Study,
Q. Zhao, G. Yang, K. Zhao, J. Yin, W. Rao, L. Chen
(2023) IEEE Transactions on Big Data, impact factor: 7.2
28 The Hierarchical Clustering of Human Mobility Behaviors,
K. Zhao, W. Jia, S. Zhao, Co-first author, equal contribution
(2023) IEEE Transactions on Computational Social Systems, impact factor: 5.0
27 Hyper-Clustering Enhanced Spatio-Temporal Deep Learning for Traffic and Demand Prediction in
Bike-Sharing Systems,
K. Zhao, S. Zhao, Y. Xia, W. Jia, Co-first author, equal contribution
(2022) Information Sciences, 612: 626-637, impact factor: 8.2
26 Predicting Taxi and Uber Demand in Cities: Approaching the Limit of Predictability,
K. Zhao, D. Khryashchev, H. Vo
(2021) IEEE Transactions on Knowledge and Data Engineering impact factor: 8.9
33(6): 2723-2736
25 PR-LTTE: Link Travel Time Estimation Based on Path Recovery from Large-scale Incomplete Trip
Data,
T. Sun, K. Zhao, C. Zhang, M. Chen, X. Yu
(2021) Information Sciences, 589: 34-45, impact factor: 8.2
24 GeoMatch: Efficient Large-Scale Map Matching on Apache Spark,
A. Zeidan, E. Lagerspetz, K. Zhao, P. Nurmi, S. Tarkoma, H. Vo
(2020) ACM Transactions on Data Science, s1, 3, Article 21, impact factor: 1.9
23 Hierarchical Prediction Based Two-level Gaussian Mixture Model Clustering for Bike-sharing System,
W. Jia, Y. Tan, L. Liu, J. Li, H. Zhang, K. Zhao
(2019) Knowledge-Based Systems, 178, 84-97, impact factor: 8.8
22 Urban Pulse: Capturing the Rhythms of cities
F. Miranda, H. Doraiswamy, M. Lage, K. Zhao, B. Goncalves, L. Wilson, M. Hsieh, C. Silva.
(2017) IEEE Transactions on Visualization and Computer Graphics,23(1), 791-800.
Featured by The Economist. impact factor: 5.2
21 Towards Maximizing Timely Content Delivery in Delay Tolerant Networks,
W. Rao, K. Zhao, Y. Zhang, P. Hui, S. Tarkoma. Corresponding author, equal contribution
(2015) IEEE Transactions on Mobile Computing, 14(4): 755-769. impact factor: 7.9
20 Explaining the Power-law Distribution of Human Mobility Through Transportation Modality Decomposition,
K. Zhao, M. Musolesi, P. Hui, W. Rao, S. Tarkoma.
(2015) Scientific Reports, 5(1): 1-7. impact factor: 5.0
Featured by Science Daily.
19 Towards an Integrated View of Semantic Annotation for POIs with Spatial and Textual Information,
D. Zhang, W. Huang, K. Zhao, M. Chen,
In proceedings of (2023) IJCAI.
18 Multi-Defendant Legal Judgment Prediction via Hierarchical Reasoning,
Y. Lyu, J. Hao, Z. Wang, K. Zhao, S. Gao, P. Ren, Z. Chen, F. Wang, Z. Ren
In proceedings of (2023) EMNLP.
17 Iteratively Learning Representations for Unseen Entities with Inter-Rule Correlations,
Z. Wang, K. Zhao, Y. He, Z. Chen, P. Ren, M. Rijke, Z. Ren,
In proceedings of (2023) CIKM.
16 The Hierarchical Clustering of Human Mobility Behaviors,
K. Zhao, W. Jia, S. Zhao
In proceedings of (2021) CIST.
15 Toward Effective Mobile Promotion: A Survey of Mobile Prediction Techniques and Applications,
K. Zhao, H. Xiao, A. Rai
In proceedings of (2020) AMCIS.
14 Experimental Study of Multivariate Time Series Forecasting Models ,
J. Ying, M. Yuan, K. Zhao, W. Rao
In proceedings of ACM (2019) CIKM.
13 DeepLoc: Deep Neural Network-based Telco Localization ,
Y. Zhang, Y. Xiao, K. Zhao, W. Rao
In proceedings of (2019) MobiQuitous.
A-level mobile analytics conference by CORE CS conference ranking.
Best Paper award (1 out of 150 submissions).
12 GeoMatch: Efficient Large-Scale Map Matching on Apache Spark,
A. Zeidan, E. Lagerspetz, K. Zhao, P. Nurmi, S. Tarkoma, and H. Vo
In proceedings of IEEE (2018) BigData.
11 Dynamics of Information Revelation in Online Reviews,
W. Jabr, Y. Cheng, K. Zhao, S. Srivastava
In proceedings of (2018) AMCIS.
10 What Are They Saying? A Methodology for Extracting Information from Online Reviews,
W. Jabr, Y. Cheng, K. Zhao, S. Srivastava
In proceedings of (2018) ICIS.
9 Exploring What not to Clean in Urban Data: A Study Using New York City Taxi Trips,
J. Freire, A. Bessa, F. Chirigati, H. Vo, K. Zhao.
IEEE Data Engineering Bulletin (2017) DEB.
8 Inferring Unmet Human Mobility Demand with Multi-Source Urban Data,
K. Zhao, X. Zheng, H. Vo.
In proceedings of ApWeb (2017) HotSpatial.
7 Urban Human Mobility Data Mining: An Overview,
K. Zhao, S. Tarkoma, S. Liu, H. Vo
In proceedings of IEEE (2016) BigData.
6 Predicting Taxi Demand at High Spatial Resolution: Approaching the Limit of Predictability,
K. Zhao, D. Khryashchev, J. Freire, C. Silva, H. Vo.
In proceedings of IEEE (2016) BigData.
5 Automatic City Region Analysis for Urban Routing,
K. Zhao, M. P. Chinnasamy, S. Tarkoma.
In proceedings of IEEE (2015) ICDM.
4 Urban Mobility and Networking,
K. Zhao
in proceedings of ACM (2015) MobiSys.
3 CoSense: A Collaborative Sensing Platform for Mobile Devices,
S. Hemminki, K. Zhao, A. Ding, M. Rannanjarvi, S. Tarkoma, P. Nurmi
In proceedings of ACM (2013) SenSys.
2 Energy-aware keyword search on mobile phones ,
W. Rao, K, Zhao, E. Lagerspetz, P. Hui, S. Tarkoma.
In proceedings of ACM (2012) SIGCOMM MCC.
1 Maximizing timely content advertising in DTNs,
W. Rao, K. Zhao, Y. Zhang, P. Hui, S. Tarkoma.
In proceedings of IEEE (2012) SECON.