毕鑫 - 东北大学 - 资源与土木工程学院

个人简介

毕鑫，博士，副教授，硕士研究生导师。依托深部工程与智能技术研究院，面向国家深地重大战略需求，开展人工智能、大数据管理与分析技术在深部工程中的探索与研究。多次担任CIKM、IEEE IUCC、IEEE BigData、KSEM的程序委员会委员，以及APWEB-WAIM 2023宣传主席。担任IEEE TETCI、KBS、Soft Computing、WWWJ、Machine Learning等10余本SCI Q1/Q2期刊审稿人。

研究领域

包括智能深部工程、智能岩爆预警、微震监测数据分析、深度学习等。

近期论文

查看导师新发文章（温馨提示：请注意重名现象，建议点开原文通过作者单位确认）

1. 毕鑫, 聂豪杰, 赵相国, 袁野, 王国仁. 面向知识图谱约束问答的强化学习推理技术. 软件学报, 2023, 34(10). (CCF-A) 2. Xin Bi, Haojie Nie, Guoliang Zhang, Lei Hu, Yuliang Ma, Xiangguo Zhao, Ye Yuan, Guoren Wang. Boosting Question Answering over Knowledge Graph with Reward Integration and Policy Evaluation under Weak Supervision. Information Processing & Management, 2023, 60(2). (SCI Q1, IF: 7.466) 3. Mingxu Yuan, Xin Bi, Xuechun Huang, Wei Zhang, Lei Hu, George Y. Yuan, Xiangguo Zhao, Yongjiao Sun. Towards Time-Series Key Points Detection through Self-Supervised Learning and Probability Compensation. DASFAA, 2023. (CCF-B) (研二学生一作) 4. Xin Bi, Shining Zhang, Yu Zhang, Lei Hu, Wei Zhang, Wenjing Niu, Ye Yuan and Guoren Wang. CASA-Net: A Context-Aware Correlation convolutional Network for Scale-Adaptive Crack Detection. ACM International Conference on Information and Knowledge Management (CIKM), 2022. (CCF-B) 5. Xin Bi, Chao Zhang, Fangtong Wang, Zhixun Liu, Xiangguo Zhao, Ye Yuan, Guoren Wang. An Uncertainty Based Neural Network for Explainable Trajectory Segmentation. ACM Transactions on Intelligent Systems and Technology, 2022, 13(1):1-18. (SCI Q1, IF: 10.489) 6. Xin Bi, Haojie Nie, Xiyu Zhang, Xiangguo Zhao, Ye Yuan, Guoren Wang. Unrestricted Multi-Hop Reasoning Network for Interpretable Question Answering over Knowledge Graph. Knowledge-Based Systems, 2022, 243: 108515 (SCI Q1, IF: 8.139) 7. Xin Bi, Chao Zhang, Yao He, Xiangguo Zhao, Yongjiao Sun, Yuliang Ma. Explainable Time-Frequency Convolutional Neural Network for Microseismic Waveform Classification. Information Sciences, 2021, 546: 883-896. (SCI, Q1, IF: 6.795) 8. Yao He, Xin Bi, Xiangguo Zhao, Chao Zhang, Zhixun Liu, Yuliang Ma. Efficient Learning of Big ECG Data for Ventricular Fibrillation Warning. ICDCS, 2020: 1370-1375. (CCF-B) (研二学生一作) 9.Wenjing Niu, Xia-Ting Feng, Zhibin Yao, Xin Bi, Chengxiang Yang, Lei Hu, Wei Zhang. Types and occurrence time of rockbursts in tunnel affected by geological conditions and drilling & blasting procedures. Engineering Geology. 2022, 303(20): 106671. (SCI Q1, IF: 6.902) 10.Wei Zhang, Xia-Ting Feng, Xin Bi, Zhi-Bin Yao, Ya-Xun Xiao, Lei Hu, Wen-Jing Niu, Guang-Liang Feng. An arrival time picker for microseismic rock fracturing waveforms and its quality control for automatic localization in tunnels. Computers and Geotechnics. 2021, 135: 104175. (SCI, Q1, IF:5.218)