Concepedia
Statistics
Publications
29
Citations
1.1K
H-Index
17
Active since
1987
Affiliations
Case Western Reserve University(Current)
Towson University
Capital Medical University
Kent State University
Virginia Commonwealth University
Yifan Guo is an author at Case Western Reserve University specializing in engineering, computer science, and data science.
Top concepts
EngineeringComputer ScienceData ScienceMachine LearningDeep LearningPattern RecognitionData MiningSystems EngineeringAnomaly DetectionOutlier Detection
Publications per year
1987–2025
Earthquake Prediction Based on Spatio-Temporal Data Mining: An LSTM Network Approach
Qianlong Wang, Yifan Guo, Lixing Yu et al. · IEEE Transactions on Emerging Topics in Computing · 2017 · 228 citations
Engineering, Machine Learning, Earthquake Hazards +20
Multidimensional Time Series Anomaly Detection: A GRU-based Gaussian Mixture Variational Autoencoder Approach
Yifan Guo, Weixian Liao, Qianlong Wang et al. · Asian Conference on Machine Learning · 2018 · 96 citations
Anomaly Detection, Machine Learning, Data Science +5
State-of-the-Art Model for Music Object Recognition with Deep Learning
Zhiqing Huang, Xiang Jia, Yifan Guo · Applied Sciences · 2019 · 90 citations · Full text
Music, Audio Mining, Image Analysis +9
AI at the Edge: Blockchain-Empowered Secure Multiparty Learning With Heterogeneous Models
Qianlong Wang, Yifan Guo, Xufei Wang et al. · IEEE Internet of Things Journal · 2020 · 70 citations
STEP: A Spatio-Temporal Fine-Granular User Traffic Prediction System for Cellular Networks
Lixing Yu, Ming Li, Wenqiang Jin et al. · IEEE Transactions on Mobile Computing · 2020 · 69 citations
1–5 of 29