最终学位:博士
导师类型:博士生导师
电子邮箱:lidy@sxu.edu.cn
联系电话:0351-7018775
研究方向:数据挖掘
李德玉,博士、二级教授、博士生导师,计算智能与中文信息处理教育部重点实验室副主任,计算机科学与技术一级学科博士点方向带头人,山西省学术技术带头人,山西省高校青年学术带头人,山西省计算机学会副理事长,CCF模式识别与人工智能专委会委员,中国人工智能学会粒计算与知识发现专委会常务委员。曾历任山西大学计算机与信息技术学院院长、山西大学科技处处长、山西大学计算机与信息技术学院党委书记。
主要从事数据挖掘方面的教学科研工作,先后主持国家自然科学基金项目6项,教育部高等学校博士学科点专项科研基金(博导类)项目1项,教育部科学技术研究重点项目1项,中国博士后基金项目1项;作为主要成员参与国家863计划项目3项,国家自然科学基金重点项目2项,国家自然科学基金联合资助重点项目1项,国家973计划前期专项项目1项。在IEEE TKDE、IEEE TFS、IEEE TCSS、PR、Information Sciences、Computer Speech and Language、中国科学、计算机研究与发展等国际国内重要学术期刊发表论文180余篇,其中SCI收录论文80余篇。作为主要成员完成的“基于计算智能的数据挖掘理论与方法研究”获得2007年度山西省自然科学一等奖(排名第二),“基于粒计算的数据建模理论与方法研究”获得2016年度山西省自然科学一等奖(排名第三)。
[1] Jian Liao, Feng Liu, Jianxing Zheng, Suge Wang, Deyu Li, Qian Chen. A dynamic adaptive multi-view fusion graph convolutional network recommendation model with dilated mask convolution mechanism. Information Sciences, 2024, 658: 120028. (SCI)
[2] Hexiang Bai, Junhao Jing, Deyu Li, Yong Ge. A fuzzy rough sets-based data-driven approach for quantifying local and overall fuzzy relations between variables for spatial data. Applied Soft Computing, 2024, 162: 111848. (SCI)
[3] Yanhui Zhai, Rujie Chen, Deyu Li. An Update Method of Decision Implication Canonical Basis on Attribute Granulating, Intelligent Automation & Soft Computing, 2023, 37(2): 1833-1851. (SCI)
[4] Yanhui Zhai, Zihan Jia, Deyu Li. Resolving Agent Conflicts Using Enhanced Uncertainty Modeling Tools for Intelligent Decision Making, Electronics, 2023, 12(21): 4547. (SCI)
[5] Chao Zhang, Juanjuan Ding, Jianming Zhan, Arun Kumar Sangaiah, Deyu Li. Fuzzy intelligence learning based on bounded rationality in IoMT systems: a case study in Parkinson's disease. IEEE Transactions on Computational Social Systems, 2023, 10(4): 1607-1621. (SCI)
[6] Yujie Fu, Suge Wang, Xiaoli Li, Deyu Li, Yang Li, Jian Liao, Jianxing Zheng. Hierarchical neural network: Integrate divide-and-conquer and unified approach for argument unit recognition and classification. Information Sciences, 2023, 624: 796-810. (SCI)
[7] Feng Cao, Bing Xing, Jiancheng Luo, Deyu Li, Yuhua Qian, Chao Zhang, Hexiang Bai, Hu Zhang. An efficient object detection algorithm based on improved YOLOv5 for high-spatial-resolution remote sensing images. Remote Sensing, 2023, 15(15): 3755. (SCI)
[8] Erliang Yao, Deyu Li, Yanhui Zhai, Chao Zhang. Multilabel feature selection based on relative discernibility pair matrix. IEEE Transactions on Fuzzy Systems, 2022, 30: 7, 2388-2401. (SCI)
[9] Hexiang Bai, Deyu Li, Yong Ge, Jinfeng Wang, Feng Cao. Spatial rough set-based geographical detectors for nominal target variables. Information Sciences, 2022, 586: 525-539. (SCI)
[10] Xin Wen, Deyu Li, Chao Zhang, Yanhui Zhai. A weighted ML-KNN based on discernibility of attributes to heterogeneous sample pairs. Information Processing & Management, 2022, 59: 103053. (SCI)
[11] Jianxing Zheng, Zifeng Qin, Suge Wang, Deyu Li. Attention-based explainable friend link prediction with heterogeneous context information, Information Sciences, 2022, 597: 211-229. (SCI)
[12] Yanhui Zhai, Jianjun Qi, Deyu Li, Chao Zhang, Weihua Xu. The structure theorem of three-way concept lattice. International Journal of Approximate Reasoning, 2022, 146: 157-173. (SCI)
[13] Shaoxia Zhang, Deyu Li, Yanhui Zhai. Incremental method of generating decision implication canonical basis. Soft Computing, 2022, 26: 1067-1083. (SCI)
[14] Chao Zhang, Wenhui Bai, Deyu Li, Jianming Zhan. Multiple attribute group decision making based on multigranulation probabilistic models, MULTIMOORA and TPOP in incomplete q-rung orthopair fuzzy information systems. International Journal of Approximate Reasoning, 2022, 143: 102-120. (SCI)
[15] Chuanjun Zhao, Suge Wang, Deyu Li. Cross-domain sentiment classification via parameter transferring and attention sharing mechanism, Information Sciences, 2021, 578: 281-296. (SCI)
[16] Chao Zhang, Juanjuan Ding, Deyu Li, Jianming Zhan. A novel multi-granularity three-way decision making approach in q-rung orthopair fuzzy information systems. International Journal of Approximate Reasoning, 2021, 138: 161-187. (SCI)
[17] Chen Xin, Hai Zhen, Wang Suge, Li Deyu, Wang Chao, Huanbo Luan. Metaphor identification: A contextual inconsistency based neural sequence labeling approach. Neurocomputing. 2021, 428: 268-279. (SCI)
[18] Peng Zhang, Suge Wang, Deyu Li, Xiaoli Li, Zhikang Xu. Combine Topic Modeling with Semantic Embedding: Embedding Enhanced Topic Model, IEEE Transactions on Knowledge and Data Engineering, 2020, 32(12): 2322-2335. (SCI)
[19] Chao Zhang, Deyu Li, Jiye Liang. Interval-valued hesitant fuzzy multi-granularity three-way decisions in consensus processes with applications to multi-attribute group decision making. Information Sciences. 2020, 511: 192-211. (SCI)
[20] Chao Zhang, Deyu Li, Jiye Liang. Multi-granularity three-way decisions with adjustable hesitant fuzzy linguistic multigranulation decision-theoretic rough sets over two universes. Information Sciences. 2020, 507: 665-683. (SCI)
1. 国家自然科学基金项目(No.62473241): 基于决策蕴涵的因果关系表示与推理研究, 2025.01-2028.12, (主持人)
2. 国家自然科学基金项目(No.62072294): 基于形式概念分析的关联数据知识表示与推理研究, 2021.01-2024.12, (主持人)
3. 国家自然科学基金项目(No.61672331): 基于标记概念监督的多标记粒计算理论与算法研究, 2017.01-2020.12, (主持人)
4. 国家自然科学基金项目(No.61272095): 多标记数据的粒计算理论与算法研究, 2013.01-2016.12, (主持人)
5. 国家自然科学基金项目(No.60970014): 面向混合数据的粒度计算理论与方法研究, 2010.01-2012.12, (主持人)
6. 国家自然科学基金项目(No.60573074): 知识粗糙性度量与粗糙集数据分析方法研究, 2006.01-2008.12, (主持人)