夏侯建兵，男，博导、教授，主要从事机器学习特别是深度学习、大数据科学与工程应用研究。主持和作为骨干参与国家自然基金面上项目、教育部科技项目、教育部人文社科等科研项目三十余项；出版相关学术专著五部，在IEEE Transactions On Industrial Informatics、Frontiers in Physiology等国内外科技期刊发表相关论文六十余篇，其中SCI和EI收录四十余篇；兼任“数字福建高等教育大数据研究所”负责人；福建省教学改革成果一等奖；厦门市“科学技术进步奖”二等奖。

学术论文：

1. Yuanguo Lin, Fan Lin, Jianbing Xiahou, Li Li, Pengcheng Wu, Yong Liu and Chunyan Miao. Hierarchical reinforcement learning with dynamic recurrent mechanism for course recommendation[J]. Knowledge-Based Systems, Volume 244, May 23, 2022.

2. J. Xiahou, M. Xiao, X. He and X. Cui, Research on the Applications of Data Mining in the Analysis of Vehicle Insurance Industry, 2021 IEEE 4th Advanced Information Management, Communicates, Electronic and Automation Control Conference (IMCEC), Chongqing, China, June 18, 2021, pp. 1095-1099.

3. Cheng, Shuaiyang; Gao, Xing; Song, Liang; Xiahou, Jianbing. Audio-Visual Salieny Network with Audio Attention Module, Proceedings of 2021 2nd International Conference on Artificial Intelligence and Information Systems(ICAIIS 2021), Chongqing, China, May 28, 2021.  

4. Peipei Gu, Ting Wu, Mingyang Zou, Yijie Pan, Jiayang Guo, Jianbing Xiahou*, Xueping Peng, Hailong Li, Junxia Ma and Ling Zhang. Multi-Head Self-Attention Model for Classification of Temporal Lobe Epilepsy Subtypes[J]. Frontiers in Physiology, 27 November 2020, pp.1-7.

5. Zong, YS (Zong, Yongshuo); Chen, JL (Chen, Jinling); Tao, SY (Tao, Siyi); Wang, C (Wang, Cheng); Xiahou, JB (Xiahou, Jianbing)*. Moving Window Differential Evolution Independent Component Analysis-Based Operational Modal Analysis for Slow Linear Time-Varying Structures[J]. SCIENTIFIC PROGRAMMING, Volume 2020, NOV 23 2020.

6. Fan Lin, Jiasong Zeng, Jianbing Xiahou*, Beizhan Wang, Wenhua Zeng, Haibin Lv. Multi-Objective Evolutionary Algorithm Based On Non-Dominated Sorting and Bidirectional Local Search for Big Data[J]. IEEE Transactions On Industrial Informatics，2017，13（4），pp.1979-1988.

7. Xiahou, Jianbing; Lin, Fan; Huang, QiHua; Zeng, Wenhua. Multi-datacenter cloud storage service selection strategy based on AHP and backward cloud generator model[J]. Neural Computing and Applications, P1-15, July 14,2016.

8. Zhang, Zhihong; Xiahou, Jianbing*; Bai, Zheng-Jian; Hancock, Edwin R.; Zhou, Da; Chen,Si-Bao; Chen, Liyan. Discriminative Lasso[J]. Cognitive Computation, P1-9, April, 2016.

9. Lin, Fan; Wang, Jingbin; Zhang, Nian; Xiahou, Jianbing*; McDonald, Nancy. Multi-kernel learning for multivariate performance measures optimization[J]. Neural Computing and Applications, P1-13, January 14, 2016.

10. Xiahou, Jianbing; Xu, Yanyu; Zhang, Siyu; Liao, Wenxuan. Customer Profitability Analysis of Automobile Insurance Market Based on Data Mining. ICCSE 2016-11th International Conference on Computer Science and Education. P603-609, October 3, 2016.

11. Xiahou, Jianbing. He, Hao. Wei, Ke. She, Yingying. Integrated approach of dynamic human eye movement recognition and tracking in real time. Proceedings - 2016 International Conference on Virtual Reality and Visualization, ICVRV 2016. Hangzhou, Zhejiang, China, September 24, 2016, pp: 94-101.

12. Lin, Fan; Xiahou, Jianbin*; Zeng, Wenhua. A study of risk evaluation framework for cloud computing system [J]. Journal of Internet Technology, Volume 16, P1351-1366,2015.

13. Lin, Fan; Xiahou, Jianbin*; Wang, Hao; Wamg, Yue. The quality comparison of audio time shift effects using different sub-bands window function and RBF classify[J]. Metallurgical and Mining Industry, Volume 7, P290-296, 2015.

14.Zhang, Zhihong; Xiahou, Jianbing*; Liang, Yuanheng; Chen, Yuhan. Unsupervised feature selection by joint graph learning. 2015 IEEE China Summit and International Conference on Signal and Information Process, ChinaSIP 2015 – Proceedings. P 554-558. August 31, 2015. （通讯作者，EI检索：20160701912181）

科研项目（部分）：

1. 智慧能源大数据关键技术研发及应用，纵向课题，2023-，主持

2. “数字福建”高等教育大数据研究所项目，纵向课题，2019-，主持

3. 基于区块链技术的分布式金融核心系统研究，横向课题，2019-2020，主持，已结题

4. 基于机器学习的IPv6出口数据日志安全监测分析系统，横向课题，2017-2018，主持，已结题

5. 基于深度学习技术的图应用能力平台研究，教育部-中国移动科研基金，2016-2018，主持，已结题

6. 基于“易班”的高校教育资源整合机制研究，纵向课题，2015-2016，主持，已结题

7. 虚实结合的影视动漫特效制作系统的研究与开发，省工业科技重点项目，2012-2015，主持，已结题

欢迎有志青年报考我的硕士研究生，有意向同学请通过电子邮箱std@xmu.edu.cn与我联系。