华南师范大学计算机学院官网,朱佳（华南师范大学计算机学院研究员）

本文介绍了多项使用智能算法进行生物医学研究的工作，包括基于智能手机的健康管理工具、蛋白质复合体检测的自学习图聚类方法、药物副作用检测、社交媒体朋友推荐框架、外汇交易专家选择模型优化等。这些研究展示了智能算法在生物信息学、疾病研究和健康数据分析中的潜力和重要性。

摘要生成于 C知道，由 DeepSeek-R1 满血版支持，前往体验 >

C. H. Xu, J. Zhu(Corresponding), J. Huang, Z. X. Li and G. Fung. A Health Management Tool based Smart Phone. Multimedia Tools and Applications (SCI,中科院三区)(通讯作者)

J. Zhu, X. C. Wu, X. Q. Lin, D. Y. Xiao, J. Xiao, J. Huang and C. B. He. Self-learning Graph Clustering for Protein Complexes Detection. Journal of Control Theory and Applications (Accepted, EI期刊)(第一作者)

J. Zhu, Y. Z. Liang, C. Q. Huang, M. Yang, J. Xiao and Y. Tang. A Novel Approach for Adverse Events Detection. IJCAI 2017 Knowledge Discovery in Healthcare Data Workshop(CCF A类会议，人工智能领域顶级会议)(第一作者)

Y. Zhao, J. Zhu(Corresponding) and K. Zheng. A Novel Hybrid Friends Recommendation Framework for Twitter. APWeb-WAIM Joint Conference on Web and Big Data(Accepted, CCF C类会议)(通讯作者)

J. Zhu, X. C. Wu, J. Xiao(Corresponding), C. Q. Huang, Y. Tang and K. Deng . An Improved Experts Selection Model for Forex Trading. Frontiers of Computer Science(Accepted, SCI,中科院四区， CCF C类期刊)(第一作者)

X.Q.Lin, J.Zhu(Corresponding) , Y.Tang, G.Fung, J.Huang, C.Q.Huang, F.Y.Tang. . A Study on the landscape of Cancer Disease Researches using Bibliometric methods and Social Network Analysis. . 2017 IEEE 21st International Conference on Computer Supported Cooperative Work in Design (IEEE CSCWD , CCF C类)(通讯作者)

J. Zhu, C. H. Xu, Z. X. Li, G. Fung, X. Q. Lin, J. Huang., and C. Q. Huang. An Examination of On-line Machine Learning Approaches for Pseudo-random Generated Data. Cluster Computing,19 (3) :pp309-1321(SCI,中科院三区)(第一作者)

F. Y. Tang, J. Zhu(Corresponding), C. B. He, C. Z. Fu, J. He, and Y. Tang . SCHOLAT:An Innovative Academic Information Service Platform. ADC 2016:pp453-456(ERA B类会议)(通讯作者)

J. Zhu, J. Yang, J. Xiao,C. Q. Huang, G. S. Zhao and Y. Tang. Online Prediction for Forex with an Optimized Experts Selection Model. APWEB 2016:pp371-382 ( CCF C类会议, BEST PAPER AWARD)(第一作者)

X. C. Wu, J. Zhu(Corresponding), Y. Tang, R. Ding, X. Q. Lin and C. H. Xu . MASM:A Novel Movie Analysis System based on Microblog. APWEB 2016:533-536 (CCF C类会议)(通讯作者)

D. Y. Xiao, J. Zhu(Corresponding), Y. Tang, R. Ding and L. X. Chen. PCMiner:An Extensible Framework for Analysing and Detecting Protein Complexes. APWEB 2016:pp529-532 (CCF C类会议)(通讯作者)

F. Tang, J. Zhu(Corresponding), Y. Cao, S. L. Ma, Y. L. Chen, J. He, C. Q. Huang, G. S. Zhao and Y. Tang. PARecommender:A Pattern-based System for Route Recommendation. IJCAI 2016:pp4272-4273(CCF A类会议，人工智能领域顶级会议)(通讯作者)

C. H. Xu, J. Zhu(Corresponding), Z. X. Li, J. Xiao, C. Q. Huang, and Y. Tang. SHMS: A Smart Phone Self-health Management System using Data Mining. WAIM 2016:pp521-523(CCF C类会议)(通讯作者)

J. Zhu, X. C. Wu, C. Q. Huang, X. Q. Lin, D. Y. Xiao, J. Xiao, C. B. He and Y. Tang. A Graph based Clustering Approach for Protein Complexes Detection using Symmetric Non-negative Matrix Factorization. International Conference on Intelligence Science and Big Data Engineering(第一作者)

J. Zhu, Q. Xie,S. I. Yu,W. H. Wong. Exploiting Link Structure for Web Page Genre Identification. Data Mining and Knowledge Discovery,30:pp550–575 ( SCI,中科院二区，数据挖掘顶级期刊)(第一作者)

R. Ding, J. Zhu(Corresponding), Y. Tang, X. Q. Lin, D. Y. Xiao and H. Y. Dong. A Novel Feature Selection Strategy for Friends Recommendation. CSCWD 2016:123-128(CCF C类会议)(通讯作者)

L. X. Chen, J. Zhu(Corresponding), Y. Tang, G. Fung, W. H. Wong and Z. X. Li. The Strength of Social Networks – Connecting People and Enhancing Relationship. CSCWD 2016:pp470-475(CCF C类会议)(通讯作者)