Ruizhe Ma

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 40

Top Topics

Uncertain Time Series

Top Venues

J. Comput. Inf. Technol.

Publications

Wei Jia, Ruizhe Ma, Li Yan, Weinan Niu, Zongmin Ma
Time-aware structure matching for temporal knowledge graph alignment. Data Knowl. Eng. 151 (2024)
Wei Jia, Ruizhe Ma, Li Yan, Weinan Niu, Zongmin Ma
Document-level relation extraction with global and path dependencies. Knowl. Based Syst. 289 (2024)
Wei Jia, Ruizhe Ma, Weinan Niu, Li Yan, Zongmin Ma
SFTe: Temporal knowledge graphs embedding for future interaction prediction. Inf. Syst. 125 (2024)
Yang Yu, Ruizhe Ma, Zongmin Ma
Robformer: A robust decomposition transformer for long-term time series forecasting. Pattern Recognit. 153 (2024)
Xiangning Hou, Ruizhe Ma, Li Yan, Zongmin Ma
T-GAE: A Timespan-aware Graph Attention-based Embedding Model for Temporal Knowledge Graph Completion. Inf. Sci. 642 (2023)
Ruizhe Ma, Xiao Han, Li Yan, Nasrullah Khan, Zong Min Ma
Modeling and querying temporal RDF knowledge graphs with relational databases. J. Intell. Inf. Syst. 61 (2) (2023)
Vaishali Mahipal, Srija Ghosh, Ismaila Temitayo Sanusi, Ruizhe Ma, Joseph E. Gonzales, Fred G. Martin
DoodleIt: A Beginner's Tool for Understanding Image Recognition. SIGCSE (2) (2023)
Xiangning Hou, Ruizhe Ma, Li Yan, Zongmin Ma
DAuCNet: deep autoregressive framework for temporal link prediction combining copy mechanism network. Knowl. Inf. Syst. 65 (5) (2023)
Huimin Feng, Ruizhe Ma, Li Yan, Zongmin Ma
Spatiotemporal Prediction Based on Feature Classification for Multivariate Floating-Point Time Series Lossy Compression. Big Data Res. 32 (2023)
Vaishali Mahipal, Srija Ghosh, Ismaila Temitayo Sanusi, Ruizhe Ma, Joseph E. Gonzales, Fred G. Martin
DoodleIt: A Novel Tool and Approach for Teaching How CNNs Perform Image Recognition. ACE (2023)
Ruizhe Ma, Ismaila Temitayo Sanusi, Vaishali Mahipal, Joseph E. Gonzales, Fred G. Martin
Developing Machine Learning Algorithm Literacy with Novel Plugged and Unplugged Approaches. SIGCSE (1) (2023)
Ruizhe Ma, Chong Tan, Hong Liu, Min Zheng
Message Parsing Based on Structure Description in IoT for Electric Power and Energy Systems. CCWC (2022)
Ruizhe Ma, Zhangbing Hu, Li Yan
A Temporal JSON Data Model and Its Query Languages. J. Database Manag. 33 (1) (2022)
Azim Ahmadzadeh, Yang Chen, Krishna Rukmini Puthucode, Ruizhe Ma, Rafal A. Angryk
TS-MIoU: A Time Series Similarity Metric Without Mapping. ECML/PKDD (6) (2022)
Wei Jia, Ruizhe Ma, Li Yan, Weinan Niu, Zongmin Ma
TT-graph: A new model for building social network graphs from texts with time series. Expert Syst. Appl. 192 (2022)
Ruizhe Ma, Rafal A. Angryk, Rafal Scherer
Special issue on deep learning for time series data. Neural Comput. Appl. 34 (16) (2022)
Wei Jia, Ruizhe Ma, Weinan Niu, Li Yan, Zongmin Ma
Topic relevance and temporal activity-aware influence maximization in social network. Appl. Intell. 52 (14) (2022)
Ruizhe Ma, Rafal A. Angryk
Tiered Clustering for Time Series Data. Deep-BDB (2021)
Haiying Liu, Ruizhe Ma, Daiyi Li, Li Yan, Zongmin Ma
Machinery Fault Diagnosis Based on Deep Learning for Time Series Analysis and Knowledge Graphs. J. Signal Process. Syst. 93 (12) (2021)
Hongling Xu, Ruizhe Ma, Li Yan, Zong-Min Ma
Two-stage prediction of machinery fault trend based on deep learning for time series analysis. Digit. Signal Process. 117 (2021)
Soukaina Filali Boubrahimi, Shah Muhammad Hamdi, Ruizhe Ma, Rafal A. Angryk
On the Mining of the Minimal Set of Time Series Data Shapelets. IEEE BigData (2020)
Ruizhe Ma, Diwei Zheng, Li Yan
Fast Online Similarity Search for Uncertain Time Series. J. Comput. Inf. Technol. 28 (1) (2020)
Ruizhe Ma, Xiaoping Zhu, Li Yan
A Hybrid Approach for Clustering Uncertain Time Series. J. Comput. Inf. Technol. 28 (4) (2020)
Gelu Nita, Manolis K. Georgoulis, Irina Kitiashvili, Viacheslav Sadykov, Enrico Camporeale, Alexander Kosovichev, Haimin Wang, Vincent Oria, Jason T. L. Wang, Rafal A. Angryk, Berkay Aydin, Azim Ahmadzadeh, Xiaoli Bai, Timothy Bastian, Soukaina Filali Boubrahimi, Bin Chen, Alisdair Davey, Sheldon Fereira, Gregory Fleishman, Dale Gary, Andrew Gerrard, Gregory Hellbourg, Katherine Herbert, Jack Ireland, Egor Illarionov, Natsuha Kuroda, Qin Li, Chang Liu, Yuexin Liu, Hyomin Kim, Dustin Kempton, Ruizhe Ma, Petrus C. Martens, Ryan M. McGranaghan, Edward Semones, John Stefan, Andrey Stejko, Yaireska Collado-Vega, Meiqi Wang, Yan Xu, Sijie Yu
Machine Learning in Heliophysics and Space Weather Forecasting: A White Paper of Findings and Recommendations. CoRR (2020)
Ruizhe Ma, Liangli Zuo, Li Yan
A Shapelet Transform Classification over Uncertain Time Series. J. Comput. Inf. Technol. 27 (3) (2019)
Ruizhe Ma, Azim Ahmadzadeh, Soukaina Filali Boubrahimi, Manolis K. Georgoulis, Rafal A. Angryk
Solar Pre-Flare Classification with Time Series Profiling. IEEE BigData (2019)
Ruizhe Ma, Azim Ahmadzadeh, Soukaïna Filali Boubrahimi, Rafal A. Angryk
A Scalable Segmented Dynamic Time Warping for Time Series Classification. ICAISC (2) (2019)
Soukaina Filali Boubrahimi, Ruizhe Ma, Berkay Aydin, Rafal A. Angryk
Neuro-Ensemble. AIKE (2018)
Ruizhe Ma, Soukaina Filali Boubrahimi, Rafal A. Angryk
Time Series Distance Density Cluster with Statistical Preprocessing. DaWaK (2018)
Haroon Waris, Weiqiang Liu, Pengfei Huang, Ruizhe Ma, Chenghua Wang, Fabrizio Lombardi
Design Exploration of Small Bit-Width Multipliers Using Approximate Logic Design (ALD) Tool. DSL (2018)
Pengfei Huang, Chenghua Wang, Ruizhe Ma, Weiqiang Liu, Fabrizio Lombardi
A Hardware/Software Co-design Method for Approximate Semi-Supervised K-Means Clustering. ISVLSI (2018)
Soukaina Filali Boubrahimi, Ruizhe Ma, Berkay Aydin, Shah Muhammad Hamdi, Rafal A. Angryk
Scalable kNN Search Approximation for Time Series Data. ICPR (2018)
Ruizhe Ma, Azim Ahmadzadeh, Soukaina Filali Boubrahimi, Rafal A. Angryk
Segmentation of Time Series in Improving Dynamic Time Warping. IEEE BigData (2018)
Soukaina Filali Boubrahimi, Ruizhe Ma, Rafal A. Angryk
Neuro-Ensemble for Time Series Data Classification. DSAA (2018)
Ruizhe Ma, Rafal A. Angryk
Distance and Density Clustering for Time Series Data. ICDM Workshops (2017)
Ruizhe Ma, Soukaina Filali Boubrahimi, Shah Muhammad Hamdi, Rafal A. Angryk
Solar flare prediction using multivariate time series decision trees. IEEE BigData (2017)
Li Yan, Ruizhe Ma, Dazhen Li, Jingwei Cheng
RDF approximate queries based on semantic similarity. Computing 99 (5) (2017)
Shah Muhammad Hamdi, Dustin Kempton, Ruizhe Ma, Soukaina Filali Boubrahimi, Rafal A. Angryk
A time series classification-based approach for solar flare prediction. IEEE BigData (2017)
Ruizhe Ma, Rafal A. Angryk, Pete Riley
A data-driven analysis of interplanetary coronal mass ejecta and magnetic flux ropes. IEEE BigData (2016)
Ruizhe Ma, Xiangyue Jia, Jingwei Cheng, Rafal A. Angryk
SPARQL queries on RDF with fuzzy constraints and preferences. J. Intell. Fuzzy Syst. 30 (1) (2016)
Jian Liu, Zong Min Ma, Ruizhe Ma
Efficient processing of twig query with compound predicates in fuzzy XML. Fuzzy Sets Syst. 229 (2013)