委员

娄铮铮

日期:2022-09-22 信息来源: 浏览量:


娄铮铮,男,1984年生,博士,副教授,硕士生导师。主要从事机器学习、数据挖掘、IB方法、智能交通信号控制等方向的研究,在IEEE Transactions on Image Processing、Briefings in bioinformatics、IJCAI、ACM Multimedia、计算机学报、软件学报等国内外顶级/权威期刊和会议上发表论文三十余篇,其中高被引论文1篇。主持国家自然科学基金青年科学基金 1 项,参与国家重点研发计划等多项国家级项目。

代表性论文:

[1]. Zhengzheng Lou, Zhaoxu Cheng, Hui Li, Zhixia Teng, Yang Liu, Zhen Tian. Predicting miRNA-disease associations via learning multimodal networks and fusing mixed neighborhood information. Briefings in bioinformatics, 2022.(中科院一区,Top期刊)

[2]. Shizhe Hu, Zhengzheng Lou, and Yangdong Ye. View-wise VS Cluster-wise Weight: Which Is Better for Multi-view Clustering?. IEEE Transactions on Image Processing (TIP). 2022, 31: 58-71(中科院一区,TOP期刊)

[3]. Caihong Hu, Qiang Wu, Hui Li, Shengqi Jian, Nan Li, Zhengzheng Lou*. Deep Learning with a Long Short-Term Memory Networks Approach for Rainfall-Runoff Simulation. Water, 2018, 10(11): 1543(通讯作者,高被引论文)

[4]. Yangdong Ye, Ruina Liu, Zhengzheng Lou*. Incorporating side information into multivariate Information Bottleneck for generating alternative clusterings. Pattern Recognition Letters, 2015, 51(1): 70-78(SCI, 通讯作者)

[5]. Zhengzheng Lou, Yangdong Ye, Xiaoqiang Yan. The Multi-feature Information Bottleneck with Application to Unsupervised Image Categorization. The 23rd International Joint Conference on Artificial Intelligence (IJCAI) 2013: 1508-1515 (Regular paper,CCF推荐A类会议)

[6]. Zhengzheng Lou, Yangdong Ye, Dong Liu. Unsupervised Object Category Discovery via Information Bottleneck Method. ACM Multimedia 2010: 863-866(CCF推荐A类会议)

[7]. Zhengzheng Lou, Yangdong Ye, Zhenfeng Zhu. Information Bottleneck with Local Consistency. The 12th Pacific Rim International Conference on Artificial Intelligence (PRICAI) 2012: 285-296 (Regular paper,CCF推荐C类会议)

[8]. 娄铮铮,叶阳东. 基于最大化交叉互信息的对称IB算法. 计算机学报,2016, 39(8):1515-1527(一级学报,EI检索)

[9]. 娄铮铮,杨晨,叶阳东. 基于数据选择模型的IB算法. 电子学报,2014, 42(9): 1839-1846(一级学报,EI检索)

[10]. 娄铮铮,叶阳东,刘瑞娜. 基于IB方法的无冗余多视角聚类. 计算机研究与发展,2013, 50(9):1865-1875 (一级学报,EI检索)

教授课程:

《高级语言程序设计》、《数据结构》、《数据挖掘》等

联系方式

iezzlou@zzu.edu.cn



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