pg电子官方网站研究生导师简况表

1、个人基本信息

 2、教育背景

 3、研究领域

(1) 知识表示与应用：模糊Petri网的建模、分解与应用；知识图谱

(2) 群智能算法：单目标、多目标及超目标群智能算法及其应用

(3) 临床辅助决策系统：临床辅助决策系统的构建、优化与自动诊断

4、在研与完成的主要课题

4.1 主持科研课题：

在研课题

(1) 国家自然科学基金：基于武陵山片区苗族医学胃病诊断理论的临床决策系统研究(2021-2024)

(2) 湖南省自然科学基金:知识-数据驱动视角下基于武陵山片区苗族医学的胃病辅助诊断研究(2024-2026)

(3) 湖南省教育厅科学研究优秀青年项目： 基于改进布谷鸟搜索算法的特征选择模型(2022-2025)

 已结题

(1) 国家自然科学基金：基于改进模糊Petri网的苗医自动诊断研究-以胃病诊断为例(2018-2018)

(2) 湖南省自然科学基金：一种基于湘西土家医、苗医胃病诊断知识库的改进模糊Petri网模型及其参数优化机制研究(2020-2022)

(3) 湖南省教育厅科学研究优青年项目：基于湘西土家族、苗族医学理论的胃病诊断智能决策系统(2018-2021)

(4) 湘西自治州科技计划项目：湘西州产业链科技创新及科学普及研究—子课题：基于改进布谷鸟算法的无人机集群系统协同控制(2022-2023)

(5) 湖南省教育厅科学研究一般项目：通用模糊Petri网的建模、仿真工具(2016-2018）

5、代表性论文（第一作者或者通讯作者）、专著与专利

5.1 SCI/ESCI期刊

(1) Xiang Y H(研究生), Zhou K Q*, Sarkheyli-Hägele A, Yusoff Y, Kang D W, Zain A M. Parallel fault diagnosis using hierarchical fuzzy Petri net by reversible and dynamic decomposition mechanism[J]. Frontiers of Information Technology & Electronic Engineering, 2024 (卓越期刊，信息通信领域和计算领域T1期刊，CCF C类，CAAI B类，Accepted)

(2) Yang  S Y(研究生), Xiang Y H, Kang D W, Zhou K Q*. An Improved Cuckoo Search Algorithm for Maximizing the Coverage Range of Wireless Sensor Networks[J]. Baggada Science Journal, 2024, 21(2): 568-583 (ESCI)

(3) Ye S Q(研究生), Zhou K Q*, Zain A M, Wang F L, Yusoff Y. A modified harmony search algorithm and its applications in weight fuzzy production rule extraction[J]. Frontiers of Information Technology & Electronic Engineering, 2023, 24(11):1574-1590 (卓越期刊，信息通信领域和计算领域T1期刊，CCF C类，CAAI B类) 

(4) Zhang X Y(研究生),Zhou K Q*, Li P C,Xiang Y H, Zain A M, Sarkheyli-Hägele A. An Improved Chaos Sparrow Search Optimization Algorithm Using Adaptive Weight Modification and Hybrid Strategies[J]. IEEE Access, 2022, 10: 96159-96179.

(5) Jiang W(研究生), Zhou K Q*, Sarkheyli-Hägele A, Zain A M, Modeling, Reasoning, and Application of Fuzzy Petri Net Model: A Survey[J]. Artificial Intelligence Review, 2022, 55(4): 6567–6605. ( CAAI B类)

(6) Ye S Q(研究生), Zhou K Q*, Zhang C X, Zain A M, Ou Y. An Improved Multi-Objective Cuckoo Search Approach by Exploring the Balance between Development and Exploration[J]. Electronics, 2022, 11(5): 704.

(7) Zhang C X(研究生), Zhou K Q*, Ye S Q, Zain A M. An improved cuckoo search algorithm utilizing nonlinear inertia weight and differential evolution for function optimization problem[J]. IEEE Access, 2021, 9: 161352-161373.

(8) Zhou K Q*, Jiang W, Ye S Q, Ding L. Modified Harmony Search Combing Artificial Bee Colony Operator with Lévy Flight for Function Optimization Problem[J].Journal of Nonlinear and Convex Analysis, 2021, 22(10): 2301-2312

(9) Li H C(本科生), Zhou K Q*, Mo L P, Zain A M, Qin F. Weighted Fuzzy Production Rule Extraction Using Modified Harmony Search Algorithm and BP Neural Network Framework[J]. IEEE Access, 2020, 8: 186620-186637.

(10) Zhou K Q*, Mo L P, Jin J, Zain A M. An equivalent generating algorithm to model fuzzy Petri net for knowledge-based system[J]. Journal of Intelligent Manufacturing, 2019, 30(4): 1831-1842.  (中科院一区 TOP, CAAI C类)

(11) Zhou K Q*, Gui W H, Mo L P, Zain A M. A bidirectional diagnosis algorithm of fuzzy Petri net using inner-reasoning-path[J]. Symmetry, 2018, 10(6): 192.

(12) Zhou K Q*, Mo L P, Ding L, Gui W H. An Automatic Algorithm to Generate a Reachability Tree for Large-Scale Fuzzy Petri Net by And/Or Graph[J]. Symmetry, 2018, 10(10): 454.

(13) Zhou K Q*, Zain A M. Fuzzy Petri nets and industrial applications: a review[J]. Artificial Intelligence Review, 2016, 45(4): 405-446. ( CAAI B类)

(14) Zhou K Q*, Zain A M, Mo L P. Dynamic properties of fuzzy Petri net model and related analysis[J]. Journal of Central South University, 2015, 22(12): 4717-4723. （卓越期刊）

(15) Zhou K Q*, Zain A M, Mo L P. A decomposition algorithm of fuzzy Petri net using an index function and incidence matrix[J]. Expert Systems with Applications, 2015, 42(8): 3980-3990. (中科院一区 TOP，CCF C类, CAAI C类)

5.2 国际会议

(1)  Zhang J C(研究生), Zain A M., Zhou K Q*., Chen X., Zhang R M. (2023). Fusing Fine-Grained Information of Sequential News for Personalized News Recommendation[C]//Database and Expert Systems Applications. DEXA 2023. Lecture Notes in Computer Science, vol 14147: 119–125 (CCF C)

(2) Wang F L(研究生), Ye S Q, Kang D W, Zain, A M, Zhou K Q*. Chinese Sentence Similarity Calculation Based on Modifiers[C]//International Conference on Adaptive and Intelligent Systems. Springer, Cham, 2022: 301-310.

(3) Li P C(研究生), Zhang X Y, Zain A M, Zhou K Q*. (2022). An Improved Cuckoo Search Algorithm Using Elite Opposition-Based Learning and Golden Sine Operator[C]//International Conference on Adaptive and Intelligent Systems. Springer, Cham, 2022: 276-288.

(4) Ye S Q(研究生), Wang F L, Ou Y, Zhang C X, Zhou K Q*. An improved cuckoo search combing artificial bee colony operator opposition-based learning[C], 2021 China Automation Congress (CAC), 2021 1199-1204.

(5) Ye S Q(研究生), Wang F L, Zhou K Q*. A Modified Cuckoo Search Algorithm and Its Applications in Function Optimization[C], Journal of Physics: Conference Series. IOP Publishing, 2021, 2129(1): 012025.

(6) Liu B Y(本科生), Zhou K Q*, Ahmad S Z R S. Divide Large Scale Fuzzy Petri Net into Equivalent Sub-FPNs using Reachability Tree[C], IOP Conference Series: Materials Science and Engineering. IOPPublishing, 2020, 864(1): 012062.

(7) Jiang W(研究生), Zhou K Q*, Mo L P. Parameter Optimization Strategy of Fuzzy Petri Net Utilizing Hybrid GA-SFLA Algorithm[C], International Conference on Simulation Tools and Techniques. Springer, Cham, 2019: 416-426.

5.3 中文期刊

(1)  周恺卿*，杨森宇(研究生)，康棣文，欧云. 基于改进布谷鸟搜索算法的无线传感器网络覆盖优化[J].河南理工大学学报（自然科学版）2024（录用）

(2)  张轩宇(研究生),周恺卿*,向寅鸿,康棣文.基于多阈值带环路模糊Petri网模型的医疗诊断[J].哈尔滨理工大学学报.2023（录用） 

(3)  向寅鸿(研究生);周恺卿*;杨森宇;张轩宇;康棣文.基于逆向搜索的模糊Petri网分层算法[J].计算机应用.2023,43(12):3676-3682

(4) 章成旭(研究生),叶绍强,周恺卿*,欧云. 基于粗糙集和改进二进制布谷鸟搜索算法的高维数据特征选择[J].南京大学学报(自然科学版).2022,58(4):584–593.

(5)  李宗正(研究生),周恺卿*, 欧云,丁雷.基于基因交换的参数自适应人工鱼群算法[J].计算机应用.2022,42(3):701-707.

(6)  周恺卿*,李航程(本科生),莫礼平.基于全局最优的自适应和声搜索算法[J].山东大学学报(工学版),2021,51(02):47-56.

5.4 发明专利（第一申请人）

(1) 基于同构理论的字符识别方法、装置及终端设备，专利号：ZL 2018 1 0127075.4

(2) 字符同构检测方法及装置，专利号：ZL 2018 1 0126894.7