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Hongjia Ren

A novel discrete firefly algorithm for Bayesian network structure learning
2022 · Xianchang Wang, Hongjia Ren, et al. · Knowledge-Based Systems · 42
Lithofacies identification of shale reservoirs using a tree augmented Bayesian network: A case study of the lower Silurian Longmaxi formation in the changning block, South Sichuan basin, China
2022 · Zhenduo Zhao, Siyuan Su, et al. · Geoenergy Science and Engineering · 19
A method of predicting oil and gas resource spatial distribution based on Bayesian network and its application
2021 · Qiulin Guo, Hongjia Ren, et al. · Journal of Petroleum Science and Engineering · 18
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Spatial prediction of oil and gas distribution using Tree Augmented Bayesian network
2020 · Hong-Jia Ren, Xian-Chang Wang, et al. · Computers & Geosciences · 17
Flexible learning tree augmented naïve classifier and its application
2022 · Hongjia Ren, Qiulin Guo · Knowledge-Based Systems · 16
A Deep Learning Model Combining Multimodal Factors to Predict the Overall Survival of Transarterial Chemoembolization
2024 · Zhongqi Sun, Xin Li, et al. · Journal of Hepatocellular Carcinoma · 11
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Machine-Learning Based TCP Security Action Prediction
2020 · Quanling Zhao, Jiawei Sun, et al. · International Conference on Mechanical, Control and Computer Engineering (ICMCCE) · 9
Mesh model building and migration and accumulation simulation of 3D hydrocarbon carrier system
2018 · Qiulin GUO, Jifeng LIU, et al. · Petroleum Exploration and Development · 8
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A Fractal Simulation Method for Simulating the Resource Abundance of Oil and Gas and Its Application
2022 · Qiulin Guo, Hongjia Ren, et al. · Mathematical Geosciences · 7
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Scalable Structure Learning of K-Dependence Bayesian Network Classifier
2020 · Hongjia Ren, Xianchang Wang · IEEE Access · 6
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HSFA: A novel firefly algorithm based on a hierarchical strategy
2023 · Hongjia Ren, Hongbo Ren, et al. · Knowledge-Based Systems · 5
A novel Mahalanobis distance method for predicting oil and gas resource spatial distribution
2022 · Qiulin Guo, Hongjia Ren, et al. · Energy Exploration & Exploitation · 5
Risk prediction for petroleum exploration based on Bayesian network classifier
2023 · Hongjia Ren, Qiulin Guo, et al. · Geoenergy Science and Engineering · 4
DWOA-BNC: Discrete whale optimization algorithm for Bayesian network classifier learning and its application
2025 · Xihao Fan, Fengda Zhao, et al. · Pattern Recognition · 3
Prediction Method for the Spatial Distribution of Oil and Gas Resources Based on a Bayesian Network Classifier: A Case Study of the Shahejie Formation in Southeastern Jizhong Depression, Bohai Bay Basin, China
2025 · Hongjia Ren, Xihao Fan, et al. · Mathematical Geosciences · 2
Spatial Distribution Prediction of Oil and Gas Based on Bayesian Network with Case Study
2020 · Hongjia Ren, Xianchang Wang, et al. · Mathematical Problems in Engineering · 2
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Analysis of gas resource potential of Sinian and Cambrian in the eastern Sichuan Basin
2018 · Hongjia Ren, Guo Qiulin, et al. · Zhongguo shiyou kantan · 1
Unsupervised Fault Segmentation Method Based on Geological Constraints
2026 · Hongjia Ren, Xu Guo, et al. · Mathematical Geosciences
A Self-Training Conditional Alignment Framework for Cross-Well Lithology Identification
2026 · Xianshan Li, Zhaoze Jiang, et al. · Natural Resources Research
DPA-MSCL: A multi-scale supervised contrastive learning method based on dynamic prototype alignment for lithology identification
2026 · Xianshan Li, Saiwei Sun, et al. · Earth Science Informatics
Works count: 20
Citation count: 175
H-index: 8
I10-index: 6
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