朱晓锋 教授

职称/职务教授/博导

研究方向/教研室:多媒体应用,医学图像分类

电子邮件seanzhuxf@gmail.com

通信地址:广西桂林市七星区育才路15号广西师范大学计算机科学与工程学院

  [个人简介] [研究兴趣 [科研项目] [代表性成果]

 

研究生招生优先考虑:

  1. Python编程能力强,英语成绩好,数学基础好的同学!

  2. 愿意将来继续到国内外攻读博士学位的同学!

 

个人简介

朱晓峰,男,博士/教授,博士生导师,国际领军人才。2013 年于澳大利亚昆士兰大学获得博士学位后,先后在美国北卡罗来纳大学教堂山分校和宾夕法尼亚大学从事博士后研究,曾在新西兰梅西大学担任博士生导师,2014 年至今在广西师范大学任教。 

长期从事大数据预处理和健康大数据计算机辅助诊断等专业领域的研究工作。目前已发表 160 多篇英文文章,包括 13 篇 ESI 热点论文和 24 篇 ESI 高被引论文,爱思唯尔中国高被引科学家(2020-2021),科睿唯安全球“高被引科学家”(2019-2022),四川省高等教育教学成果一等奖(2021)和广西自然科学一等奖(2020)。目前担任 CCF-A 类期刊 IEEE Transactions on Knowledge and Data Engineering 和国际神经科学著名期刊 Neurocomputing 等 4 个国际期刊编委/副主编,中科院一区期刊 Information Processing & Management 和 CCF-B 类期刊 World Wide Web:Internet and Web Information System 等 10 多个国际期刊客座编委。CCF-A 类会议 ACM Multimedia 2021 Publicity co-chair 和 APWEB/WAIM 2019 workshop 的 co-PC chair。

  

  

研究兴趣

数据预处理;

多媒体应用;

医学图像分类;

  

  

科研项目

国家自然科学基金面上项目:多模态数据融合理论及应用研究,主持

  

 

代表性成果

(1) Xiaofeng Zhu, Bin Song, Feng Shi, Yanbo Chen,Rongyao Hu, Jiangzhang Gan, Wenhai Zhang, Man Li, Liye Wang, Yaozong Gao, FeiShan, Dinggang Shen: Joint Prediction and Time Estimation of COVID-19 Developing Severe Symptoms using Chest CT Scan. Medical Image Analysis, 67: 101824 (2021)
(2) Xiaofeng Zhu, Yonghua Zhu, Wei Zheng: Spectralrotation for Deep One-step Clustering. Pattern Recognition, 105: 107175 (2020)
(3) Xiaofeng Zhu, Shichao Zhang, Jilian Zhang,Yonggang Li, Guangquan Lu, Yang Yang: Sparse Graph Connectivity for ImageSegmentation. ACM Transactions on Knowledge Discovery from Data, 14(4): 46: 1-46:19 (2020)
(4) Xiaofeng Zhu, Shichao Zhang, Yonghua Zhu, WeiZheng, Yang Yang: Self-weighted Multi-view Fuzzy Clustering. ACM Transactions on Knowledge Discovery from Data, 14(4): 48:1-48:17 (2020)
(5) Xiaofeng Zhu, Shichao Zhang, Yonghua Zhu, PenfeiZhu, Yue Gao: Unsupervised Spectral Feature Selection with Dynamic Hyper-graphLearning. IEEE Transactions on Knowledge and Data Engineering, 34(6): 3016-3028 (2020)
(6) Xiaofeng Zhu, Shichao Zhang, Yonggang Li, JilianZhang, Lifeng Yang, Yue Fang: Low-Rank Sparse Subspace for Spectral Clustering. IEEE Transactions on Knowledge and Data Engineering, 31(8): 1532-1543 (2019)
(7) Xiaofeng Zhu, Shichao Zhang, Wei He, Rongyao Hu,Cong Lei, Pengfei Zhu: One-Step Multi-View Spectral Clustering. IEEE Transactions on Knowledge and Data Engineering, 31(10): 2022-2034 (2019)
(8) Xiaofeng Zhu, Shichao Zhang, Rongyao Hu, YonghuaZhu, Jingkuan Song: Local and Global Structure Preservation for Robustunsupervised Spectral Feature Selection. IEEE Transactions on Knowledge and Data Engineering, 30(3): 517-529 (2018)
(9) Xiaofeng, Zhu, Heung-Il Suk, Li Wang, Seong-WhanLee, Dinggang Shen: Alzheimer’s Disease Neuroimaging Initiative: A novelrelational Regularization Feature Selection Method for Joint Regression and Classification in AD Diagnosis. Medical Image Analysis, 38: 205-214 (2017)
(10) Xiaofeng Zhu, Xuelong Li, Shichao Zhang,Zongben Xu, Litao Yu, Can Wang: Graph PCA Hashing for similarity search. IEEE Transactions on Multimedia, 9 (9): 2033-2044 (2017)
(11) Xiaofeng Zhu, Xuelong Li, Shichao Zhang, Chunhua Ju, Xidong Wu: Robust Joint Graph Sparse Coding for Unsupervised Spectral Feature Selection. IEEE Transactions on Neural Networks and Learning Systems, 26 (6): 1263 - 1275 (2017)
(12) Xiaofeng Zhu, Hueng-Il Suk, Li Wang, Seong-Whan Lee, Dinggang Shen: A Novel Relational Regularization Feature Selection Method for Joint Regression and Classification in AD Diagnosis. Medical Image Analysis, 38: 205-2144 (2017)
(13) Xiaofeng Zhu, Xuelong Li, Shichao Zhang, Zongben Xu, Litao Yu, Can Wang: Graph PCA Hashing for Similarity Search. IEEE Transactions on Multimedia, 19(9): 2033-2044 (2017)
(14) Xiaofeng Zhu, Heung-Il Suk, Seong-Whan Lee, Dinggang Shen: Subspace Regularized Sparse Multi-Task Learning for Multi-Class Neurodegenerative Disease Identification. IEEE Transactions on Biomedical Engineering, 63(3):607-618 (2016)
(15) Xiaofeng Zhu, Xuelong Li, Shichao Zhang: Block-Row Sparse Multiview Multilabel Learning for Image Classification, IEEE Transactions on Cybernetics, 46(2): 450-461 (2016)
(16) Xiaofeng Zhu, Lei Zhang and Zi Huang: A Sparse Embedding and Least Variance Encoding Approach to Hashing. IEEE Transactions on Image Processing, 23(9): 3737-3750 (2014)

 

  • 地址 :广西师范大学育才校区育才路15号
  • 邮编:541004
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