Ruizhe Ma

University of Massachusetts Lowell — United States

Computer Science · Physical Sciences

13h-index596citations66works6.12yr avg
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Research Topics

Time Series Analysis and Forecasting(25), Data Management and Algorithms(16), Semantic Web and Ontologies(10), Advanced Database Systems and Queries(8), Anomaly Detection Techniques and Applications(8)

Publications66 total

Multimodal Machine Learning in Healthcare: A Tutorial and Review
Preprints.org·2025Open Access
Spatiotemporal knowledge graph multi-hop reasoning based on large language models
Engineering Applications of Artificial Intelligence·2025
Time-aware knowledge graph reasoning for machinery fault prediction
Computers & Industrial Engineering·2025
Reasoning temporal knowledge graph through neighboring and historical information aggregation
Knowledge and Information Systems·2025· 1 cited
DiffAT: Effective data augmentation with diffusion models for time series forecasting
Engineering Applications of Artificial Intelligence·2025· 1 cited
Machine Learning-Based Process Control for Injection Molding of Recycled Polypropylene
Polymers·2025· 7 citedOpen Access
Teacher Education for Data Science: How Teachers Integrate Data Science into Their Instruction for Middle-Grades Learners
2025
Detection of Intrinsic Instabilities From Pressure Traces of Spherically Expanding Flames Using Time Series Classification
ASME Open Journal of Engineering·2025Open Access
Joint entity and relation extraction with table filling based on graph convolutional Networks
Expert Systems with Applications·2024· 9 cited
AI MyData: Fostering Middle School Students’ Engagement with Machine Learning through an Ethics-Infused AI Curriculum
ACM Transactions on Computing Education·2024· 11 citedOpen Access
Spatial and temporal twin-guided pattern recurrent graph network for implementing reasoning of spatiotemporal knowledge graph
Information Processing & Management·2024· 4 cited
Continual knowledge graph embedding enhancement for joint interaction-based next click recommendation
Knowledge-Based Systems·2024· 9 cited
f-KGQA: A fuzzy question answering system for knowledge graphs
Fuzzy Sets and Systems·2024· 9 cited
Robformer: A robust decomposition transformer for long-term time series forecasting
Pattern Recognition·2024· 36 cited
Time-aware structure matching for temporal knowledge graph alignment
Data & Knowledge Engineering·2024· 6 cited
An Efficient NoSQL-Based Storage Schema for Large-Scale Time Series Data
Journal of Database Management·2024· 2 citedOpen Access
Document-level relation extraction with global and path dependencies
Knowledge-Based Systems·2024· 13 cited
MCD: Multi-stage Catalytic Distillation for Time Series Forecasting
Lecture notes in computer science·2024· 1 cited
RDF(S) Store in Object-Relational Databases
Journal of Database Management·2023· 3 citedOpen Access
T-GAE: A Timespan-aware Graph Attention-based Embedding Model for Temporal Knowledge Graph Completion
Information Sciences·2023· 31 cited
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Frequent Co-authors

Zongmin Ma(21), Rafal A. Angryk(18), Soukaïna Filali Boubrahimi(13), Li Yan(9), Azim Ahmadzadeh(5), Weinan Niu(5), Ismaila Temitayo Sanusi(4), Vaishali Mahipal(4), Joseph E. Gonzales(4), Fred Martin(4), Shah Muhammad Hamdi(4), Dustin Kempton(3), Berkay Aydin(3), Guanfeng Li(3), Daiyi Li(2), Jingwei Cheng(2), Pete Riley(2), Srija Ghosh(2), Manolis K. Georgoulis(2), Nasrullah Khan(2)