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Ruizhe Ma

university of massachusetts lowell

14H-index
67Paper Count
615Citation Count
Published Papers 20
Publication Date
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Modality-decoupled temporal multimodal knowledge graph reasoning via interpretable relation-aware temporal context fusion
errINFORMATION PROCESSING & MANAGEMENT
IF6.9
err2026-08-10
err0
PREAI
errXinyu Liang; Ruizhe Ma; Bao Wang; Li Yan; Zongmin Ma
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Temporal knowledge graphs forecasting based on explainable temporal relation tree-graph
errNeural Networks
IF6.3
err2026-01-07
err0
PREAI
errQihong Wu; Ruizhe Ma; Yuan Cheng; Li Yan; Zongmin Ma
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errSave
FPSO-Time: A Fuzzy Time Series Forecasting Method Based on Fuzzy Particle Swarm Optimization and Reprogrammed Large Language Models
errIEEE Transactions on Fuzzy Systems
IF11.9
err2025-12-15
err0
PREAI
errWenbo Gu; Ruizhe Ma; Yang Yu; Zongmin Ma
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Spatiotemporal knowledge graph multi-hop reasoning based on large language models
errEngineering Applications of Artificial Intelligence
IF8
err2025-11-30
err0
PREAI
errXinyu Liang; Xiaobei Xu; Ruizhe Ma; Li Yan; Zongmin Ma
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Time-Aware Knowledge Graph Reasoning for Machinery Fault Prediction
errComputers & Industrial Engineering
IF6.5
err2025-10-06
err0
PREAI
errRuizhe Ma; Hongling Xu; Xiaoping Lu; Xingzhi Feng; Zongmin Ma
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Reasoning temporal knowledge graph through neighboring and historical information aggregation
errKnowledge and Information Systems
IF3.1
err2025-10-04
err0
PREAI
errWei Jia; Ruizhe Ma; Xiaoping Lu; Chao Wang; Weinan Niu; Zongmin Ma
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errSave
DiffAT: Effective data augmentation with diffusion models for time series forecasting
errEngineering Applications of Artificial Intelligence
IF8
err2025-08-26
err0
PREAI
errYang Yu; Ruizhe Ma; Wenbo Gu; Zongmin Ma
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errSave
Machine Learning-Based Process Control for Injection Molding of Recycled Polypropylene
errPOLYMERS
IF4.9
err2025-03-30
err0
errOAAI
errKrantz, Joshua; Licata, Juliana; Raju, Muntaqim Ahmed; Gao, Peng; Ma, Ruizhe; Masato, Davide
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Spatial and temporal twin-guided pattern recurrent graph network for implementing reasoning of spatiotemporal knowledge graph
errINFORMATION PROCESSING & MANAGEMENT
IF6.9
err2025-01-01
err0
PREAI
errXu, Xiaobei; Ma, Ruizhe; Zhou, Beijing; Yan, Li; Ma, Zongmin
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errSave
f-KGQA: A fuzzy question answering system for knowledge graphs
errFUZZY SETS AND SYSTEMS
IF2.7
err2025-01-01
err1
PREAI
errMa, Ruizhe; Liu, Yunxing; Ma, Zongmin
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AI MyData: Fostering Middle School Students' Engagement with Machine Learning through an Ethics-Infused AI Curriculum
erracm transactions on quantum computing
IF3.8
err2024-12-16
err0
errOAAI
errSanusi, Ismaila Temitayo; Martin, Fred; Ma, Ruizhe; Gonzales, Joseph E.; Mahipal, Vaishali; Oyelere, Solomon Sunday; Suhonen, Jarkko; Tukiainen, Markku
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Continual knowledge graph embedding enhancement for joint interaction-based next click recommendation
errKNOWLEDGE-BASED SYSTEMS
IF7.6
err2024-11-01
err0
PREAI
errKhan, Nasrullah; Ma, Zongmin; Ma, Ruizhe; Polat, Kemal
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errSave
Robformer: A robust decomposition transformer for long-term time series forecasting
errPATTERN RECOGNITION
IF7.6
err2024-09-01
err5
PREAI
errYu, Yang; Ma, Ruizhe; Ma, Zongmin
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errSave
Document-level relation extraction with global and path dependencies
errKNOWLEDGE-BASED SYSTEMS
IF7.6
err2024-04-01
err1
PREAI
errJia, Wei; Ma, Ruizhe; Yan, Li; Niu, Weinan; Ma, Zongmin
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errSave
Spatiotemporal Prediction Based on Feature Classification for Multivariate Floating-Point Time Series Lossy Compression
errBIG DATA RESEARCH
IF4.2
err2023-05-01
err4
PREAI
errFeng, Huimin; Ma, Ruizhe; Yan, Li; Ma, Zongmin
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errSave
TT-graph: A new model for building social network graphs from texts with time series
errEXPERT SYSTEMS WITH APPLICATIONS
IF7.5
err2022-04-01
err2
PREAI
errJia, Wei; Ma, Ruizhe; Yan, Li; Niu, Weinan; Ma, Zongmin
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Spatiotemporal Interpolation Methods for Solar Event Trajectories
errASTROPHYSICAL JOURNAL SUPPLEMENT SERIES
IF8.5
err2018-05-11
err13
errOAAI
errBoubrahimi, Soukaina Filali; Aydin, Berkay; Schuh, Michael A.; Kempton, Dustin; Angryk, Rafal A.; Ma, Ruizhe
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Coronal Mass Ejection Data Clustering and Visualization of Decision Trees
errASTROPHYSICAL JOURNAL SUPPLEMENT SERIES
IF8.5
err2018-05-11
err12
errOAAI
errMa, Ruizhe; Angryk, Rafal A.; Riley, Pete; Boubrahimi, Soukaina Filali
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errSave
RDF approximate queries based on semantic similarity
errCOMPUTING
IF2.8
err2017-04-13
err11
PREAI
errYan, Li; Ma, Ruizhe; Li, Dazhen; Cheng, Jingwei
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errSave
Efficient processing of twig query with compound predicates in fuzzy XML
errFUZZY SETS AND SYSTEMS
IF2.7
err2013-10-01
err11
PREAI
errLiu, Jian; Ma, Z. M.; Ma, Ruizhe
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Research Directions

No research directions
Co-authors
Cooperation Journals
P
Pete Riley
H-index: 65 · Papers: 507
K
Kemal Polat
H-index: 56 · Papers: 317
刘
刘剑 (Jian Liu)
H-index: 34 · Papers: 503
S
Solomon Sunday Oyelere
H-index: 33 · Papers: 150
马
马宗民 (Zongmin Ma)
H-index: 31 · Papers: 462
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