朱小柯

朱小柯，男，博士，河南大學計算機與信息工程學院副教授。

基本介紹

• 中文名：朱小柯
• 畢業院校：武漢大學
• 學位/學歷：博士
• 專業方向：數據科學
• 就職院校：河南大學計算機與信息工程學院
• 職稱：副教授

個人經歷

2004/7至今，河南大學，計算機與信息工程學院任教

2017/6，武漢大學，計算機學院，博士研究生畢業

研究方向

人工智慧、機器學習、軟體工程

獎勵及榮譽

2012年河南大學教學質量競賽一等獎

武漢大學2017屆優秀畢業研究生

武漢大學2017年學術創新二等獎

武漢大學2018年學術創新二等獎

主講課程

機器學習、面向對象技術及套用、JavaWeb程式設計、編譯原理

論文著作

1. Xiao-Yuan Jing ; Xinyu Zhang ;Xiaoke Zhu(共同通訊) ; Fei Wu ; Xinge You ; Yang Gao ; Shiguang Shan, Jing-Yu Yang:Multiset Feature Learning for Highly Imbalanced Data Classification, IEEE Transactions on Pattern Analysis and Machine Intelligence. doi: 10.1109/TPAMI.2019.2929166 (頂級期刊,SCI一區，CCF A)

2. Xiaodong Jia ; Xiao-Yuan Jing ;Xiaoke Zhu(共同通訊); Songcan Chen ; Bo Du ; Ziyun Cai ; Zhenyu He; Dong Yue. Semi-supervised Multi-view Deep Discriminant Representation Learning, IEEE Transactions on Pattern Analysis and Machine Intelligence, 2020, doi: 10.1109/TPAMI.2020.2973634 (頂級期刊,SCI一區，CCFA)

3. Fei Ma, Xiao-Yuan Jing,Xiaoke Zhu(共同一作), Zhenmin Tang, Zhiping Peng, True-Color and Grayscale Video Person Re-Identification, in IEEE Transactions on Information Forensics and Security, vol. 15, pp. 115-129, 2020. doi: 10.1109/TIFS.2019.2917160(Top期刊,CCF A)

4. Xiaoke Zhu; Xiao-Yuan Jing; Xinge You ; Xinyu Zhang ; Taiping Zhang: Video-based Person Re-identification by Simultaneously Learning Intra-video and Inter-video Distance Metrics, IEEE Transactions on Image Processing, 2018. (Top期刊, CCF A)

5.Xiaoke Zhu; Xiao-Yuan Jing; Di Wu; Zhenyu He; Jicheng Cao; Dong Yue; Lina Wang: Similarity-maintaining Privacy Preservation and Location-aware Low-rank Matrix Factorization for QoS Prediction based Web Service Recommendation, IEEE Transactions on Services Computing, 2018. (Top期刊,CCF B)

6. Xiaoke Zhu; Xiao-Yuan Jing; Xinge You; Wangmeng Zuo; Shiguang Shan; Wei-Shi Zheng:Image to Video Person Re-identification by Learning Heterogeneous Dictionary Pair with Feature Projection Matrix, IEEE Transactions on Information Forensics and Security, 2017. (Top期刊,CCF A)

7. Xiaoke Zhu; Xiao-Yuan Jing; Liang Yang; Xinge You; Dan Chen; Guangwei Gao; Yunhong Wang: Semi-supervised Cross-view Projection-based Dictionary Learning for Video-based Person Re-identification, IEEE Transactions on Circuits and Systems for Video Technology, 2017 (SCI二區，CCF B)

8. Xiaoke Zhu, Xiao-Yuan Jing, Fan Zhang, Xinyu Zhang, Xinge You, Xiang Cui: Distance learning by mining hard and easy negative samples for person re-identification. Pattern Recognition 95: 211-222 (2019) （SCI二區，CCF B類期刊）

9. Xiaoke Zhu, Xiao-Yuan Jing, Fei Ma, Li Cheng, Yilin Ren: Simultaneous visual-appearance-level and spatial-temporal-level dictionary learning for video-based person re-identification, Neural Computing and Applications, https://doi.org/10.1007/s00521-018-3529-7. （SCI二區）

10. Xiao-Yuan Jing,Xiaoke Zhu, Fei Wu, Ruimin Hu, Xinge You, Yunhong Wang, Hui Feng, Jing-Yu Yang: Super-Resolution Person Re-Identification with Semi-Coupled Low-Rank Discriminant Dictionary Learning. IEEE Transactions on Image Processing 26(3): 1363-1378, 2017. (Top期刊, CCF A)

11. Zhiqiang Li; Xiao-Yuan Jing;Xiaoke Zhu; Hongyu Zhang; Baowen Xu; Shi Ying: On the Multiple Sources and Privacy Preservation Issues for Heterogeneous Defect Prediction, IEEE Transactions on Software Engineering, 2017.(CCF A類期刊)

12. Xiaoke Zhu, Xiao-Yuan Jing, Fei Wu, Di Wu, Li Cheng, Sen Li, Ruimin Hu: Multi-Kernel Low-Rank Dictionary Pair Learning for Multiple Features Based Image Classification. AAAI 2017: 2970-2976. (CCF A類會議)

13. Xiaoke Zhu, Xiao-Yuan Jing, Fei Wu, Yunhong Wang, Wangmeng Zuo, Wei-Shi Zheng: Learning Heterogeneous Dictionary Pair with Feature Projection Matrix for Pedestrian Video Retrieval via Single Query Image. AAAI 2017: 4341-4348 2016. (CCF A類會議)

14. Xiaoke Zhu, Xiao-Yuan Jing, Fei Wu, Hui Feng: Video-Based Person Re-Identification by Simultaneously Learning Intra-Video and Inter-Video Distance Metrics. IJCAI 2016: 3552-3559. (CCF A類會議)

15. Xiao-Yuan Jing,Xiaoke Zhu, Fei Wu, Xinge You, Qinglong Liu, Dong Yue, Ruimin Hu, Baowen Xu: Super-resolution Person re-identification with semi-coupled low-rank discriminant dictionary learning. CVPR 2015: 695-704. (CCF A類會議)

16. Xiaoke Zhu, Xiao-Yuan Jing, Fei Wu, Wei-Shi Zheng, Ruimin Hu, Chunxia Xiao, Chao Liang: Distance learning by treating negative samples differently and exploiting impostors with symmetric triplet constraint for person re-identification. ICME 2016: 1-6. (CCF B類會議)

17. Fei Ma,Xiaoke Zhu, Qinglong Liu, Chengfang Song, Xiao-Yuan Jing, Dengpan Ye: Multi-view coupled dictionary learning for person re-identification. Neurocomputing 348: 16-26 (2019) （SCI二區）

18. Fei Ma,Xiaoke Zhu, Cailing Wang, Huajun Liu, Xiao-Yuan Jing: Multi-orientation and multi-scale features discriminant learning for palmprint recognition. Neurocomputing 348: 169-178 (2019) （SCI二區）

19. Fumin Qi, Xiao-Yuan Jing, Xiaoke Zhu, Fei Wu, Li Cheng: Privacy preserving via interval covering based subclass division and manifold learning based bi-directional obfuscation for effort estimation. ASE 2016: 75-86. (CCF A類會議)

20. Fei Wu, Xiao-Yuan Jing, Wangmeng Zuo,Xiaoke Zhu: Discriminant Tensor Dictionary Learning with Neighbor Uncorrelation for Image Set based Classification. IJCAI 2017. (CCF A類會議)

21. Xiao-Yuan Jing, Fei Wu, Xiaoke Zhu, Xiwei Dong, Fei Ma, Zhiqiang Li: Multi-spectral low-rank structured dictionary learning for face recognition. Pattern Recognition 59: 14-25 (2016). (CCF B類期刊)

22. Fumin Qi, Xiao-Yuan Jing,Xiaoke Zhu, Xiaoyuan Xie, Baowen Xu, Shi Ying: Software effort estimation based on open source projects: Case study of Github. Information & Software Technology 92: 145-157 (2017)(CCF B類期刊)

23. Zhiqiang Li, Xiao-Yuan Jing, Fei Wu,Xiaoke Zhu,Baowen Xu, Shi Ying: Cost-sensitive transfer kernel canonical correlation analysis for heterogeneous defect prediction, Automated Software Engineering, 2017.(CCF B類期刊)

24. Sen Li, Xiao-Yuan Jing,Xiaoke Zhu, Xinyu Zhang, Fei Ma:Deep Metric Learning with Symmetric Triplet Constraint for Person Re-identification. ICONIP (3) 2017: 632-641(CCF C類會議)

25. Zhiqiang Li, Xiao-Yuan Jing,Xiaoke Zhu, Hongyu Zhang:Heterogeneous Defect Prediction Through Multiple Kernel Learning and Ensemble Learning. ICSME 2017: 91-102(CCF B類會議)

科研項目

1.視頻行人重識別方法研究。

2.並行子空間學習方法及其大規模圖像識別套用研究，國家自然科學基金。

3.基於雲計算的智慧城市大數據處理及服務關鍵技術研發，湖北省重大科技創新項目。

4.基於GPU異構集群的FFT算法數學庫研究，國家自然科學基金。

5.基於新型語言機制的異構系統通信自動最佳化及其套用研究，國家自然科學基金。