Ruizhe Ma

Machinery Fault Diagnosis Based on Deep Learning for Time Series Analysis and Knowledge Graphs

Haiying Liu, Ruizhe Ma, Daiyi Li et al. · Journal of Signal Processing Systems · 2021 · 68 citations

Fault Diagnosis, Engineering, Machine Learning +11

Developing Machine Learning Algorithm Literacy with Novel Plugged and Unplugged Approaches

Ruizhe Ma, Ismaila Temitayo Sanusi, Vaishali Mahipal et al. · 2023 · 42 citations

Artificial Intelligence, Engineering, Machine Learning +20

Robformer: A robust decomposition transformer for long-term time series forecasting

Yang Yu, Ruizhe Ma, Zongmin Ma · Pattern Recognition · 2024 · 36 citations

Forecasting Methodology, Probabilistic Forecasting, Engineering +10

T-GAE: A Timespan-aware Graph Attention-based Embedding Model for Temporal Knowledge Graph Completion

Xiangning Hou, Ruizhe Ma, Li Yan et al. · Information Sciences · 2023 · 31 citations

Natural Language Processing, Engineering, Graph Theory +7

Distance and Density Clustering for Time Series Data

Ruizhe Ma, Rafal A. Angryk · 2017 · 30 citations

Cluster Computing, Document Clustering, Engineering +14