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Yifeng Gao
Yifeng Gao
Verified email at utrgv.edu - Homepage
Title
Cited by
Cited by
Year
Tapnet: Multivariate time series classification with attentional prototypical network
X Zhang, Y Gao, J Lin, CT Lu
Proceedings of the AAAI conference on artificial intelligence 34 (04), 6845-6852, 2020
2712020
A machine learning approach to false alarm detection for critical arrhythmia alarms
X Wang, Y Gao, J Lin, H Rangwala, R Mittu
2015 IEEE 14th international conference on machine learning and applications …, 2015
322015
Efficient discovery of time series motifs with large length range in million scale time series
Y Gao, J Lin
2017 IEEE International Conference on Data Mining (ICDM), 1213-1222, 2017
302017
Iterative grammar-based framework for discovering variable-length time series motifs
Y Gao, J Lin, H Rangwala
IEEE International Conference on Machine Learning and Applications, 2016
302016
HIME: discovering variable-length motifs in large-scale time series
Y Gao, J Lin
Knowledge and Information Systems 61, 513-542, 2019
292019
Stealthminer: Specialized time series machine learning for run-time stealthy malware detection based on microarchitectural features
H Sayadi, Y Gao, H Mohammadi Makrani, T Mohsenin, A Sasan, ...
Proceedings of the 2020 on Great Lakes Symposium on VLSI, 175-180, 2020
282020
Exploring variable-length time series motifs in one hundred million length scale
Y Gao, J Lin
Data Mining and Knowledge Discovery 32, 1200-1228, 2018
262018
Towards accurate run-time hardware-assisted stealthy malware detection: a lightweight, yet effective time series CNN-based approach
H Sayadi, Y Gao, H Mohammadi Makrani, J Lin, PC Costa, S Rafatirad, ...
Cryptography 5 (4), 28, 2021
252021
Adaptive-hmd: Accurate and cost-efficient machine learning-driven malware detection using microarchitectural events
Y Gao, HM Makrani, M Aliasgari, A Rezaei, J Lin, H Homayoun, H Sayadi
2021 IEEE 27th International Symposium on On-Line Testing and Robust System …, 2021
182021
Discovering subdimensional motifs of different lengths in large-scale multivariate time series
Y Gao, J Lin
2019 IEEE international conference on data mining (ICDM), 220-229, 2019
182019
Efficient discovery of variable-length time series motifs with large length range in million scale time series
Y Gao, J Lin
arXiv preprint arXiv:1802.04883, 2018
172018
Trajviz: a tool for visualizing patterns and anomalies in trajectory
Y Gao, Q Li, X Li, J Lin, H Rangwala
Machine Learning and Knowledge Discovery in Databases: European Conference …, 2017
132017
Ensemble grammar induction for detecting anomalies in time series
Y Gao, J Lin, C Brif
arXiv preprint arXiv:2001.11102, 2020
112020
Differential privacy in privacy-preserving big data and learning: Challenge and opportunity
H Jiang, Y Gao, SM Sarwar, L GarzaPerez, M Robin
Silicon Valley Cybersecurity Conference, 33-44, 2021
92021
A practical MGA-ARIMA model for forecasting real-time dynamic rain-induced attenuation
S Gong, Y Gao, H Shi, G Zhao
Radio science 48 (3), 208-225, 2013
92013
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
Advanced text and video analytics for proactive decision making
EK Bowman, M Turek, P Tunison, R Porter, S Thomas, V Gintautas, ...
Next-Generation Analyst V 10207, 181-200, 2017
42017
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
Foundations for context-aware information retrieval for proactive decision support
R Mittu, J Lin, Q Li, Y Gao, H Rangwala, P Shargo, J Robinson, C Rose, ...
Next-Generation Analyst IV 9851, 67-83, 2016
22016
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), 1311-1316, 2022
12022
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