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Jian Xu 徐健
Jian Xu 徐健
Senior Data Scientist @ Citadel | Ph.D. in Computer Science
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Representing higher-order dependencies in networks
J Xu, TL Wickramarathne, NV Chawla
Science advances 2 (5), e1600028, 2016
1672016
Human interactive patterns in temporal networks
YQ Zhang, X Li, J Xu, AV Vasilakos
IEEE Transactions on Systems, Man, and Cybernetics: Systems 45 (2), 214-222, 2014
642014
Improving management of aquatic invasions by integrating shipping network, ecological, and environmental data: data mining for social good
J Xu, TL Wickramarathne, NV Chawla, EK Grey, K Steinhaeuser, ...
Proceedings of the 20th ACM SIGKDD international conference on Knowledge …, 2014
492014
Higher-order patterns of aquatic species spread through the global shipping network
M Saebi, J Xu, EK Grey, DM Lodge, JJ Corbett, N Chawla
Plos one 15 (7), e0220353, 2020
352020
Uapd: Predicting urban anomalies from spatial-temporal data
X Wu, Y Dong, C Huang, J Xu, D Wang, NV Chawla
Machine Learning and Knowledge Discovery in Databases: European Conference …, 2017
352017
Efficient modeling of higher-order dependencies in networks: from algorithm to application for anomaly detection
M Saebi, J Xu, LM Kaplan, B Ribeiro, NV Chawla
EPJ Data Science 9 (1), 15, 2020
34*2020
Structural diversity and homophily: A study across more than one hundred big networks
Y Dong, RA Johnson, J Xu, NV Chawla
Proceedings of the 23rd ACM SIGKDD International Conference on Knowledge …, 2017
252017
HoNVis: Visualizing and exploring higher-order networks
J Tao, J Xu, C Wang, NV Chawla
IEEE PacificVis 2017, 2017
222017
Information diffusion on social media: Does it affect trading, return, and liquidity?
N Chawla, Z Da, J Xu, M Ye
Return, and Liquidity, 2021
21*2021
Network analysis of ballast-mediated species transfer reveals important introduction and dispersal patterns in the Arctic
M Saebi, J Xu, SR Curasi, EK Grey, NV Chawla, DM Lodge
Scientific reports 10 (1), 1-15, 2020
122020
Beyond Graph Mining: Higher-Order Data Analytics for Temporal Network Data
R Lambiotte, M Rosvall, M Schaub, I Scholtes, J Xu
ACM SIGKDD 2018 Tutorial, 2018
52018
Representing Big Data as Networks: New Methods and Insights
J Xu
arXiv preprint arXiv:1712.09648, 2017
42017
Mining Features Associated with Effective Tweets
J Xu, NV Chawla
Advances in Social Networks Analysis and Mining (ASONAM) 2017, 2017
32017
Honvis+: An Exploration and Visual Comparison Tool for Dynamic Higher-Order Networks
S He, J Tao, J Xu, Z Wang, C Wang, N Chawla
Available at SSRN 4102588, 2022
2022
Visual Analytics of Higher-order Dependencies in Sensor Data: Demo Abstract
J Xu, J Tao, NV Chawla, C Wang
Proceedings of the Second International Conference on Internet-of-Things …, 2017
2017
Using environmental DNA to track non-indigenous species in shipping ports
K Deiner, N Chawla, A Leister, T Wickramarathne, E Grey, J Xu, J Corbett, ...
GENOME 58 (5), 210-210, 2015
2015
Session 2: Immersion, VR, and Interaction
J Tao, J Xu, C Wang, N Chawla, JK Chou, C Bryan, KL Ma
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