Ruizhe Ma - Concepedia

Author

Ruizhe Ma

University of Massachusetts Lowell ORCID

Also Known As

Ma, Ruizhe, Ruizhe Ma

Publications

592

Citations

H-Index

Concepts

All Affiliations

University of Massachusetts Lowell Georgia State University Nanjing University of Aeronautics and Astronautics Northeastern University University of Eastern Finland

About

Ruizhe Ma is an author at University of Massachusetts Lowell specializing in engineering, data science, and data mining.

Top Concepts

#	Concept	H-Index	Publications	Citations
1	Engineering	13	13	392
2	Management	2	2	42
3	Business	1	1	13
4	Education	1	1	42
5	Natural Sciences	1	1	19

Ruizhe Ma

Publications

448

Citations

H-Index

Page 1

	Year	Citations
Machinery Fault Diagnosis Based on Deep Learning for Time Series Analysis and Knowledge Graphs Haiying Liu, Ruizhe Ma, Daiyi Li, Journal of Signal Processing Systems Fault DiagnosisEngineeringMachine LearningData ScienceMachinery Fault Diagnosis	2021	68
Developing Machine Learning Algorithm Literacy with Novel Plugged and Unplugged Approaches Ruizhe Ma, Ismaila Temitayo Sanusi, Vaishali Mahipal, Artificial IntelligenceEngineeringMachine LearningMachine Learning ToolEducational Informatics	2023	42
Robformer: A robust decomposition transformer for long-term time series forecasting Yang Yu, Ruizhe Ma, Zongmin Ma Pattern Recognition Forecasting MethodologyProbabilistic ForecastingEngineeringMachine LearningData Science	2024	36
T-GAE: A Timespan-aware Graph Attention-based Embedding Model for Temporal Knowledge Graph Completion Xiangning Hou, Ruizhe Ma, Li Yan, Information Sciences Natural Language ProcessingEngineeringGraph TheoryData ScienceKnowledge Graph Embeddings	2023	31
Distance and Density Clustering for Time Series Data Ruizhe Ma, Rafal A. Angryk Cluster ComputingDocument ClusteringEngineeringData ScienceData Mining	2017	30
Solar flare prediction using multivariate time series decision trees Ruizhe Ma, Soukaïna Filali Boubrahimi, Shah Muhammad Hamdi, EngineeringWeather ForecastingSpatiotemporal DatabaseUnsupervised Machine LearningData Science	2017	30
Two-stage prediction of machinery fault trend based on deep learning for time series analysis Hongling Xu, Ruizhe Ma, Yan Li, Digital Signal Processing Fault DiagnosisEngineeringMachine LearningData ScienceTwo-stage Prediction	2021	29
SPARQL queries on RDF with fuzzy constraints and preferences Ruizhe Ma, Xiangyue Jia, Jingwei Cheng, Journal of Intelligent & Fuzzy Systems Database TheoryEngineeringInformation RetrievalData ScienceData Mining	2015	28
A time series classification-based approach for solar flare prediction Shah Muhammad Hamdi, Dustin Kempton, Ruizhe Ma, GeophysicsMeteorologyEngineeringMachine LearningData Science	2017	28
Coronal Mass Ejection Data Clustering and Visualization of Decision Trees Ruizhe Ma, Rafal A. Angryk, Pete Riley, The Astrophysical Journal Supplement Series Cluster ComputingEngineeringData ExplorationMining MethodsUnsupervised Machine Learning	2018	24

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