Product
Help
Pricing
About
Jobs
Log in
Get started
Author
Add to collection
Ruizhe Ma
Observed names:
Ma, Ruizhe,
Martens, Petrus
Institutions:
University of Massachusetts Lowell,
Nanjing University of Aeronautics and Astronautics
Observed institutions:
University of Massachusetts Lowell,
Tianjin University,
Georgia State University,
Northeastern University,
Nanjing University of Aeronautics and Astronautics
ORCID:
0000-0003-2749-3063
Observed ORCID:
0000-0003-2749-3063
OpenAlex ID:
A5064065006
Machinery Fault Diagnosis Based on Deep Learning for Time Series Analysis and Knowledge Graphs
2021
·
Haiying Liu
, Ruizhe Ma
, et al.
·
Journal of Signal Processing Systems
·
73
Developing Machine Learning Algorithm Literacy with Novel Plugged and Unplugged Approaches
2023
·
Ruizhe Ma
, Ismaila Temitayo Sanusi
, et al.
·
ACM Technical Symposium on Computer Science Education (SIGCSE)
·
63
Robformer: A robust decomposition transformer for long-term time series forecasting
2024
·
Yang Yu
, Ruizhe Ma
, et al.
·
Pattern Recognition
·
59
Distance and Density Clustering for Time Series Data
2017
·
Ruizhe Ma
, Rafal Angryk
·
IEEE ... International Conference on Data Mining workshops
·
41
Two-stage prediction of machinery fault trend based on deep learning for time series analysis
2021
·
Hongling Xu
, Ruizhe Ma
, et al.
·
Digital Signal Processing
·
34
Solar flare prediction using multivariate time series decision trees
2017
·
Ruizhe Ma
, Soukaina Filali Boubrahimi
, et al.
·
IEEE International Conference on Big Data (BigData)
·
34
T-GAE: A Timespan-aware Graph Attention-based Embedding Model for Temporal Knowledge Graph Completion
2023
·
Xiangning Hou
, Ruizhe Ma
, et al.
·
Information Sciences
·
33
DoodleIt: A Novel Tool and Approach for Teaching How CNNs Perform Image Recognition
2023
·
Vaishali Mahipal
, Srija Ghosh
, et al.
·
Australasian Computing Education Conference
·
32
PDF
A time series classification-based approach for solar flare prediction
2017
·
Shah Muhammad Hamdi
, Dustin Kempton
, et al.
·
IEEE International Conference on Big Data (BigData)
·
30
SPARQL queries on RDF with fuzzy constraints and preferences
2015
·
Ruizhe Ma
, Xiangyue Jia
, et al.
·
Journal of Intelligent & Fuzzy Systems
·
30
Coronal Mass Ejection Data Clustering and Visualization of Decision Trees
2018
·
Ruizhe Ma
, Rafal A. Angryk
, et al.
·
The Astrophysical Journal Supplement Series
·
25
PDF
AI MyData: Fostering Middle School Students’ Engagement with Machine Learning through an Ethics-Infused AI Curriculum
2024
·
Ismaila Temitayo Sanusi
, Fred Martin
, et al.
·
ACM Transactions on Computing Education
·
24
Spatiotemporal Interpolation Methods for Solar Event Trajectories
2018
·
Soukaina Filali Boubrahimi
, Berkay Aydin
, et al.
·
The Astrophysical Journal Supplement Series
·
19
Machine Learning-Based Process Control for Injection Molding of Recycled Polypropylene
2025
·
Joshua Krantz
, Juliana Licata
, et al.
·
Polymers
·
17
PDF
Document-level relation extraction with global and path dependencies
2024
·
Wei Jia
, Ruizhe Ma
, et al.
·
Knowledge-Based Systems
·
17
Continual knowledge graph embedding enhancement for joint interaction-based next click recommendation
2024
·
Nasrullah Khan
, Zongmin Ma
, et al.
·
Knowledge-Based Systems
·
16
Joint entity and relation extraction with table filling based on graph convolutional Networks
2024
·
Wei Jia
, Ruizhe Ma
, et al.
·
Expert Systems with Applications
·
15
Machine Learning in Heliophysics and Space Weather Forecasting: A White Paper of Findings and Recommendations
2020
·
Nita, Gelu
, Georgoulis, Manolis
, et al.
·
arXiv (Cornell University)
·
14
PDF
RDF approximate queries based on semantic similarity
2017
·
Li Yan
, Ruizhe Ma
, et al.
·
Computing
·
14
Segmentation of Time Series in Improving Dynamic Time Warping
2018
·
Ruizhe Ma
, Azim Ahmadzadeh
, et al.
·
IEEE International Conference on Big Data (BigData)
·
13
Efficient processing of twig query with compound predicates in fuzzy XML
2012
·
Jian Liu
, Z.M. Ma
, et al.
·
Fuzzy Sets and Systems
·
13
Modeling and querying temporal RDF knowledge graphs with relational databases
2023
·
Ruizhe Ma
, Xiao Han
, et al.
·
Journal of Intelligent Information Systems
·
12
f-KGQA: A fuzzy question answering system for knowledge graphs
2024
·
Ruizhe Ma
, Yunxing Liu
, et al.
·
Fuzzy Sets and Systems
·
11
Scalable kNN Search Approximation for Time Series Data
2018
·
Soukaina Filali Boubrahimi
, Ruizhe Ma
, et al.
·
Proceedings - International Conference on Pattern Recognition/Proceedings/International Conference on Pattern Recognition
·
11
DiffAT: Effective data augmentation with diffusion models for time series forecasting
2025
·
Yang Yu
, Ruizhe Ma
, et al.
·
Engineering Applications of Artificial Intelligence
·
10
Show more works
View as search
Works count:
80
Citation count:
807
H-index:
16
I10-index:
27
Year
Topic
Type
