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Li Zhang
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Early identification of at-risk students using iterative logistic regression
L Zhang, H Rangwala
Artificial Intelligence in Education: 19th International Conference, AIED …, 2018
322018
On nonparametric estimation of the latent distribution for ordinal data
SK Ghosh, CB Burns, DL Prager, L Zhang, G Hui
Computational Statistics & Data Analysis 119, 86-98, 2018
142018
Semantic discord: Finding unusual local patterns for time series
L Zhang, Y Gao, J Lin
Proceedings of the 2020 SIAM International Conference on Data Mining, 136-144, 2020
62020
LB-SimTSC: An Efficient Similarity-Aware Graph Neural Network for Semi-Supervised Time Series Classification
W Xi, A Jain, L Zhang, J Lin
DLG-AAAI2023, 2023
52023
Joint time series chain: Detecting unusual evolving trend across time series
L Zhang, N Patel, X Li, J Lin
Proceedings of the 2022 SIAM International Conference on Data Mining (SDM …, 2022
42022
PMP: Privacy-Aware Matrix Profile against Sensitive Pattern Inference for Time Series
L Zhang, J Ding, Y Gao, J Lin
Proceedings of the 2023 SIAM International Conference on Data Mining (SDM), 2023
22023
Robust Time Series Chain Discovery with Incremental Nearest Neighbors
L Zhang, Y Zhu, Y Gao, J Lin
2022 IEEE International Conference on Data Mining (ICDM), 2022
12022
Exploring Spectral Bias in Time Series Long Sequence Forecasting
KN Ackaah-Gyasi, S Valdez, Y Gao, L Zhang
KDD Undergraduate Consortium, 2023
2023
Towards Robust and Privacy-Aware Time Series Data Mining
L Zhang
George Mason University, 2023
2023
Uncertainty-enabled design of electromagnetic reflectors with integrated shape control
S Haque, LP Kindrat, L Zhang, V Mikheev, D Kim, S Liu, J Chung, ...
Behavior and Mechanics of Multifunctional Materials and Composites XII 10596 …, 2018
2018
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Articles 1–10