Yifeng Gao

发表

Exploring variable-length time series motifs in one hundred million length scale

Yifeng Gao, Jessica Lin, Jessica Lin, 2018, Data Mining and Knowledge Discovery.

Adaptive-HMD: Accurate and Cost-Efficient Machine Learning-Driven Malware Detection using Microarchitectural Events

Houman Homayoun, Hosein Mohammadi Makrani, Yifeng Gao, 2021, 2021 IEEE 27th International Symposium on On-Line Testing and Robust System Design (IOLTS).

TapNet: Multivariate Time Series Classification with Attentional Prototypical Network

Chang-Tien Lu, Yifeng Gao, Jessica Lin, 2020, AAAI.

Discovering Subdimensional Motifs of Different Lengths in Large-Scale Multivariate Time Series

Yifeng Gao, Jessica Lin, Jessica Lin, 2019, 2019 IEEE International Conference on Data Mining (ICDM).

Towards Accurate Run-Time Hardware-Assisted Stealthy Malware Detection: A Lightweight, Yet Effective Time Series CNN-Based Approach

Houman Homayoun, Hosein Mohammadi Makrani, Yifeng Gao, 2021, Cryptography.

Exploring variable-length time series motifs in one hundred million length scale

Jessica Lin, Yifeng Gao, 2018, Data mining and knowledge discovery.

TrajViz: A Tool for Visualizing Patterns and Anomalies in Trajectory

Yifeng Gao, Jessica Lin, Huzefa Rangwala, 2017, ECML/PKDD.

Ensemble Grammar Induction For Detecting Anomalies in Time Series

Yifeng Gao, Jessica Lin, Constantin Brif, 2020, EDBT.

HIME: discovering variable-length motifs in large-scale time series

Yifeng Gao, Jessica Lin, Jessica Lin, 2018, Knowledge and Information Systems.

Semantic Discord: Finding Unusual Local Patterns for Time Series

Yifeng Gao, Li Zhang, Jessica Lin, 2020, SDM.

ScholarWorks @ UTRGV ScholarWorks @ UTRGV

Hosein Mohammadi Makrani, S. Rafatirad, H. Homayoun, 2022 .

Efficient discovery of time series motifs with large length range in million scale time series

Yifeng Gao, Jessica Lin, Jessica Lin, 2017, 2017 IEEE International Conference on Data Mining (ICDM).

Adaptive-HMD: Accurate and Cost-Efficient Machine Learning-Driven Malware Detection using Microarchitectural Events

Hosein Mohammadi Makrani, Jessica Lin, H. Homayoun, 2021, 2021 IEEE 27th International Symposium on On-Line Testing and Robust System Design (IOLTS).

StealthMiner: Specialized Time Series Machine Learning for Run-Time Stealthy Malware Detection based on Microarchitectural Features

Hosein Mohammadi Makrani, Jessica Lin, T. Mohsenin, 2020, ACM Great Lakes Symposium on VLSI.