Machinery Fault Diagnosis Based on Deep Learning for Time Series Analysis and Knowledge Graphs
Liu, Haiying, Ma, Ruizhe, Li, Daiyi, Yan, Li, Ma, Zongmin
Published in Journal of signal processing systems (01.12.2021)
Published in Journal of signal processing systems (01.12.2021)
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Journal Article
Distance and Density Clustering for Time Series Data
Ruizhe Ma, Angryk, Rafal
Published in 2017 IEEE International Conference on Data Mining Workshops (ICDMW) (01.11.2017)
Published in 2017 IEEE International Conference on Data Mining Workshops (ICDMW) (01.11.2017)
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Conference Proceeding
Solar flare prediction using multivariate time series decision trees
Ruizhe Ma, Boubrahimi, Soukaina Filali, Hamdi, Shah Muhammad, Angryk, Rafal A.
Published in 2017 IEEE International Conference on Big Data (Big Data) (01.12.2017)
Published in 2017 IEEE International Conference on Big Data (Big Data) (01.12.2017)
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Conference Proceeding
Continual knowledge graph embedding enhancement for joint interaction-based next click recommendation
Khan, Nasrullah, Ma, Zongmin, Ma, Ruizhe, Polat, Kemal
Published in Knowledge-based systems (25.11.2024)
Published in Knowledge-based systems (25.11.2024)
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Journal Article
SFTe: Temporal knowledge graphs embedding for future interaction prediction
Jia, Wei, Ma, Ruizhe, Niu, Weinan, Yan, Li, Ma, Zongmin
Published in Information systems (Oxford) (01.11.2024)
Published in Information systems (Oxford) (01.11.2024)
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Journal Article
Document-level relation extraction with global and path dependencies
Jia, Wei, Ma, Ruizhe, Yan, Li, Niu, Weinan, Ma, Zongmin
Published in Knowledge-based systems (08.04.2024)
Published in Knowledge-based systems (08.04.2024)
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Journal Article
Time-aware structure matching for temporal knowledge graph alignment
Jia, Wei, Ma, Ruizhe, Yan, Li, Niu, Weinan, Ma, Zongmin
Published in Data & knowledge engineering (01.05.2024)
Published in Data & knowledge engineering (01.05.2024)
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Journal Article
TT-graph: A new model for building social network graphs from texts with time series
Jia, Wei, Ma, Ruizhe, Yan, Li, Niu, Weinan, Ma, Zongmin
Published in Expert systems with applications (15.04.2022)
Published in Expert systems with applications (15.04.2022)
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Journal Article
A time series classification-based approach for solar flare prediction
Hamdi, Shah Muhammad, Kempton, Dustin, Ruizhe Ma, Boubrahimi, Soukaina Filali, Angryk, Rafal A.
Published in 2017 IEEE International Conference on Big Data (Big Data) (01.12.2017)
Published in 2017 IEEE International Conference on Big Data (Big Data) (01.12.2017)
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Conference Proceeding
Modeling and querying temporal RDF knowledge graphs with relational databases
Ma, Ruizhe, Han, Xiao, Yan, Li, Khan, Nasrullah, Ma, Zongmin
Published in Journal of intelligent information systems (01.10.2023)
Published in Journal of intelligent information systems (01.10.2023)
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Journal Article