职务职称：

教授

所属系部：

网络空间安全系、软件系统研究所

研究方向：

人工智能、大数据分析与应用

联系电话：

0511-88791299-536

电子邮箱：

chzhou@ujs.edu.cn

周从华，男，1978年生，江苏盐城人，博士，教授，江苏省333工程人才，江苏省六大高峰人才，江苏省双创博士，镇江市金山英才，镇江市优秀创新创业人才，江苏大学京口区新一代信息技术产业研究院院长，江苏大学青年学术带头人。2011.07-2011.12，德国锡根大学访问学者，2014.08-2015.07新加坡南洋理工大学计算机工程学院访问学者。主要研究领域包括：大数据分析技术、数据与系统安全、物联网、模型检测。主持完成国家自然科学基金中德合作交流项目一项，国家自然科学基金青年基金一项，江苏省自然科学基金一项。

教研成果

论文

[1] Eric Appiah Mantey, Conghua Zhou, Joseph Henry Anajemba, Yasir Hamid, John Kingsley Arthur，Blockchain-Enabled Technique for Privacy- Preserved Medical Recommender System. IEEE Access 11: 40944-40953 (2023)

[2] Zhifeng Liu, Rui-hang Cai, Timothy Apasiba Abeo, Qian Zhu, Cong-hua Zhou, Xiang-Jun Shen: Dual projection learning with adaptive graph smoothing for multi-label classification. Appl. Intell. 53(11): 14058-14071 (2023)

[3] Zhi-Feng Liu, Rui-hang Cai, Timothy Apasiba Abeo, Cong-hua Zhou, Xiang-Jun Shen: Geometrically Preserved Dual Projections Learning for Multi-label Classification. Neural Process. Lett. 55(6): 7369-7392 (2023)

[4] Ronky Francis Doh, Conghua Zhou, John Kingsley Arthur, Isaac Tawiah, Benjamin Doh: A Systematic Review of Deep Knowledge Graph-Based Recommender Systems, with Focus on Explainable Embeddings. Data 7(7): 94 (2022)

[5] John Kingsley Arthur, Conghua Zhou, Jeremiah Osei-Kwakye, Eric Appiah Mantey, Yaru Chen: A heterogeneous couplings and persuasive user/item information model for Next Basket recommendation. Eng. Appl. Artif. Intell. 114: 105132 (2022)

[6] Zhifeng Liu, Xianzhan Zhong, Conghua Zhou: Personalized Relationships-Based Knowledge Graph for Recommender Systems with Dual-View Items. Symmetry 14(11): 2386 (2022)

[7] Haoran Sun, Xiaolong Zhu, Conghua Zhou: Deep Reinforcement Learning for Video Summarization with Semantic Reward. QRS Companion 2022: 754-755

[8]Yaru Chen, Xiaohong Gu, Conghua Zhou, Xiaolong Zhu, Yi Jiang, John Kingsley Arthur, Eric Appiah Mantey, Ernest Domanaanmwi Ganaa: A Novel Hierarchical Deep Matrix Completion Method. IEEE Access 9: 7908-7920 (2021)

[9]Mantey, Eric & Zhou, Conghua & Anajemba, Joseph & Obiajulu, Izuchukwu & Chiadika, Mario. (2021). Blockchain-Secured Recommender System for Special Need Patients Using Deep Learning. Public Health Frontier. 9. 10.3389/fpubh.2021.737269.

[10]Chen, Yaru & Gu, Xiaohong & Zhou, Conghua & Zhu, Xiaolong & Jiang, Yi & Arthur, John & Mantey, Eric & Ganaa, Ernest. (2021). A Novel Hierarchical Deep Matrix Completion Method. IEEE Access. PP. 1-1. 10.1109/ACCESS.2021.3049297.

[11]Dong R, Ye N, Zhao S, Wang G, Zhang Y, Wang T, Zou P, Wang J, Yao T, Chen M, Zhou C, Zhang T, Luo L. Studies on Novel Diagnostic and Predictive Biomarkers of Intrahepatic Cholestasis of Pregnancy Through Metabolomics and Proteomics. Front Immunol. 2021 Oct 14;12:733225. doi: 10.3389/fimmu.2021.733225. PMID: 34721396; PMCID: PMC8552060.

[12]Zou S, Zhao S, Wang J, Dong R, Zou P, Liang F, Zhu TT, Zhou T, Li N, Zhang Y, Wang T, Chen M, Zhou C, Zhang T, Luo L. Diagnostic and Prognostic Value of Long Noncoding RNAs as Potential Novel Biomarkers in Intrahepatic Cholestasis of Pregnancy. Biomed Res Int. 2021 Feb 27;2021:8858326. doi: 10.1155/2021/8858326. PMID: 33728343; PMCID: PMC7936904.

[13]Fu X, Zhang G, Liu Y, Zhang L, Zhang F, Zhou C. Altered expression of the DISC1 gene in peripheral blood of patients with schizophrenia. BMC Med Genet. 2020 Oct 2;21(1):194. doi: 10.1186/s12881-020-01132-9. PMID: 33008326; PMCID: PMC7532617.

[14]Zou S, Dong R, Zou P, Meng X, Zhang T, Luo L, Li N, Wang Y, Wang J, Wang T, Zhang Y, Chen M, Zhou C, Han F. ERp29 affects the migratory and invasive ability of human extravillous trophoblast HTR-8/SVneo cells via modulating the epithelial-mesenchymal transition. J Biochem Mol Toxicol. 2020 Apr;34(4):e22454. doi: 10.1002/jbt.22454. Epub 2020 Jan 24. PMID: 31981282.

[15]周从华,陈伟鹤,刘志锋.基于PAT的使用控制模型的形式化规约与安全性分析[J].网络与信息安全学报,2016,2(03):52-67.

[16]Conghua Zhou, Yong Wang, Meiling Cao, Jianqi Shi, Yang Liu:Formal Analysis of MAC in IEEE 802.11p with Probabilistic Model Checking. TASE 2015: 55-62

[17]周从华,邢支虎,刘志锋等.马尔可夫决策过程的限界模型检测[J].计算机学报,2013,36(12):2587-2600.

[18]周从华,曹美玲.基于连续时间马尔科夫链的快速安全协议的分析(英文)[J].中国通信,2013,10(08):137-149.

[19]刘志锋,孙博,周从华.概率实时时态认知逻辑模型检测中抽象技术的研究[J].电子学报,2013,41(07):1343-1351.

[20]周从华,吴海玲,鞠时光.广义不可推断属性符号化算术验证的研究[J].计算机研究与发展,2012,49(12):2591-2602.

[21]周从华,叶萌,王昌达等.多智体系统中约简状态空间的限界模型检测算法[J].软件学报,2012,23(11):2835-2861.

[22]周从华,孙博,刘志锋等.概率时态认知逻辑模型检测中三值抽象技术的研究[J].电子学报,2012,40(10):2052-2061.

[23]周从华,鞠时光.一种基于Petri网的隐蔽信息流分析方法[J].计算机学报,2012,35(08):1688-1699.

[24]周从华,刘志锋,王昌达.概率计算树逻辑的限界模型检测[J].软件学报,2012,23(07):1656-1668.

[25]周从华,刘志锋,吴海玲等.非传递广义无干扰属性符号化算术验证方法[J].中国科学:信息科学,2011,41(11):1310-1327.

[26]周从华.一种基于满足性判定的并发软件验证策略(英文)[J].软件学报,2009,20(06):1414-1424.