 |
博士、教授、博士生导师 系所：信息管理系 办公室：209室 Email：xugq@staff.shu.edu.cn 研究方向：复杂系统建模、复杂网络、机器学习、数据挖掘、算法分析与设计、决策理论及应用 |
个人简介：徐桂琼，上海大学管理学院信息管理系教授，博士生导师。兰州大学数学系本科、硕士，华东师范大学计算机系博士。
长期从事复杂系统建模、网络信息挖掘、机器学习、大数据分析、决策理论方法与应用等领域的研究工作。作为负责人主持国家自然科学基金项目3项、国家互联网信息办公室课题1项、上海市软科学研究重点项目2项、上海市人民政府决策咨询课题2项、上海市哲学社会科学规划智库专项课题1项。作为主要成员参与了国家重点基础发展规划项目及国家自然科学基金多个课题。担任国际期刊《Applications and Applied Mathematics》编委，多份SCI源国际期刊和国内期刊的审稿人，上海市大数据社会应用研究会理事，上海大学数据挖掘与决策支持研究中心主任等。
在Physics Review E、Nonlinear Dynamics、Applied Mathematics Letters、Applied Mathematics and Computation、Chao Solitons and Fractals、Expert Systems with Applications、Physica A、Chaos、Journal of Computational Science、Computers and Industrial Engineering等国际知名期刊发表SCI/SSCI论文50余篇，研究成果被Web of Science引用800余次，ESI高被引论文2篇。
我们课题组是个热爱科研、团结友爱、积极向上的大家庭，期待信息管理、计算机应用及相关专业背景的同学加入我们的团队，欢迎在复杂网络、机器学习领域有一定研究基础的同学申请博士。
主讲课程：
数据结构、R语言与数据分析、数据库应用、商务智能与数据挖掘
科研论文（近五年）：
1.Chen Dong,Guiqiong Xu*, Pingle Yang, Lei Meng, TSIFIM: A three-stage iterative framework for influence maximization in complex networks,to appear inExpert systems with applications, 2022(SCI，IF=8.665，中科院一区Top期刊).
2.Jing Peng,Guiqiong Xu*, Xiaoyu Zhou, Chen Dong, Lei Meng, Link prediction in complex networks based on communication capacity and local paths,to appear inThe European Physical Journal B, 2022(SCI, IF=1.398).
3.Gui-Qiong Xu, Yin-Ping Liu, Wen-Ying Cui, Painleve analysis, integrability property and multiwave interaction solutions for a new (4+1)-dimensional KdV–Calogero–Bogoyavlenkskii–Schiff equation.Applied Mathematics Letters,2022, 132: 108184(SCI，IF=4.294，中科院一区TOP期刊).
4.Chen Dong,Guiqiong Xu*, Lei Meng, Pingle Yang, CPR-TOPSIS: A novel algorithm for finding influential nodes in complex networks based on communication probability and relative entropy.Physica A, 2022, 603: 127797(SCI, IF=3.778,中科院二区期刊).
5.Lei Meng,Guiqiong Xu*,Pingle Yang, Dengqin Tu, A novel potential edge weight method for identifying influential nodes in complex networks based on neighborhood and position.Journal of Computational Science, 2022, 60: 101591(SCI, IF=3.817,JCR Q1).
6.Guiqiong Xu, Xiaoyu Zhou, Jing Peng, Chen Dong, SCL-WTNS: A new link prediction algorithm based on strength of community link and weighted two-level neighborhood similarity.International Journal of Modern Physics B, 2022, 36(20): 2250120(SCI, IF=1.404).
7.Dengqin Tu,Guiqiong Xu*, Lei Meng, GPN: A novel gravity model based on position and neighborhood to identify influential nodes in complex networks,International Journal of Modern Physics B,2021, 35(17): 2150183(SCI,IF=1.404).
8.Guiqiong Xu, Jiawen Guo, Pingle Yang, TNS-LPA: An Improved Label Propagation Algorithm for Community Detection Based on Two-Level Neighbourhood Similarity.IEEE Access,2020, 9: 23526-23536(SCI/SSCI, IF=3.476).
9.Guiqiong Xu, Lei Meng, Dengqin Tu, Pingle Yang, LCH: A local clustering H-index centrality measure for identifying and ranking influential nodes in complex networks.Chinese Physics B, 2021, 30(8): 088901(SCI,IF=1.652).
10.Ping-Le Yang,Gui-Qiong Xu*, Qin Yu, Jia-Wen Guo, An adaptive heuristic clustering algorithm for influence maximization in complex networks.Chaos, 2020, 30(9): 093106(SCI, IF=3.741,JCR Q1).
11.Gui-Qiong Xu, Abdul-Majid Wazwaz. Bidirectional solitons and interaction solutions for a new integrable fifth-order nonlinear equation with temporal and spatial dispersion.Nonlinear Dynamics,2020, 101: 581-595(SCI, IF=5.741,中科院一区TOP期刊).
12.Abdul-Majid Wazwaz,Gui-Qiong Xu.Kadomtsev-Petviashvili hierarchy: two integrable equations with time-dependent coefficients.Nonlinear Dynamics,2020，100: 3711-3717(SCI, IF=5.741,中科院一区TOP期刊).
13.Hui-Ping Chen,Gui-Qiong Xu*. Group decision making with incomplete intuitionistic fuzzy preference relations based on additive consistency.Computer and Industrial Engineering, 2019, 13: 560-567 (SCI, IF=7.18, JCR Q1, FMS-B).
14.Xiao-Hui Pan,Gui-Qiong Xu*,Bin Wang, Tao Zhang. A novel community detection algorithm based on local similarity of clustering coefficient in social networks.IEEE Access, 2019, 7: 121586-121598(SCI, IF=3.476).
15.Ping-Le Yang,Gui-Qiong Xu*, Xin Liu. An extended clustering method using H-index and minimum distance for multiple key spreaders selection.International Journal of Modern Physics C,2019, 30: 194008(SCI/SSCI, IF=1.353).
16.Gui-Qiong Xu.Painlevé analysis, lump-kink solutions and localized excitation solutions for the (3+1)-dimensional Boiti–Leon–Manna–Pempinelli equation.Applied Mathematics Letters,2019, 91: 81-87(SCI，IF=4.294，中科院一区TOP期刊，ESI高被引论文).
17.Gui-Qiong Xu, Abdul-Majid Wazwaz. Characteristics of integrability, bidirectional solitons and localized solutions for a (3+1)-dimensional generalized breaking soliton equation.Nonlinear Dynamics,2019, 96: 1989-2000(SCI, IF=5.741,中科院一区TOP期刊).
18.Gui-Qiong Xu, Abdul-Majid Wazwaz. Integrability aspects and localized wave solutions for a new (4+1)-dimensional Boiti–Leon–Manna–Pempinelli equation.Nonlinear Dynamics, 2019, 98: 1379-1390(SCI, IF=5.741,中科院一区TOP期刊).
19.Abdul-Majid Wazwaz,Gui-Qiong Xu. Bright, dark and Gaussons optical solutions for fourth-order Schrodinger equations with cubic-quintic and logarithmic nonlinearities.Optik, 2019, 202: 163564(SCI,IF=2.84).
20.Abdul-Majid Wazwaz,Gui-Qiong Xu. An extended time-dependent KdV6 equation:Painleve integrability and multiple soliton solutions.Int. J. Numerical Methods for Heat and Fluid Flow,2019, 29: 4205-4212(SCI, IF=5.181,JCR Q1).
21.Ping-Le Yang,Gui-Qiong Xu*, Xin Liu. A dynamic weighted TOPSIS method for identifying influential nodes in complex networks.Modern Physics Letters B,2018, 32: 1850216(SCI/SSCI, IF=1.948).
22.Ping-Le Yang,Gui-Qiong Xu*, Hui-Ping Chen. Multi-attribute ranking method for identifying key nodes in complex networks based on GRA.International Journal of Modern Physics B, 2018, 32: 1850363(SCI/SSCI, IF=1.404).
科研项目（近五年）
1.国家自然科学基金面上项目，高维可积模型及特殊解的机械化算法研究，2019/01-2022/12，在研，主持。
2.上海市软科学研究重点项目，长三角区域人工智能产业协同创新与发展路径研究，2021/05-2022/04，已结题，主持。
3.国家互联网信息办公室招标课题，网信统计制度建设与指标体系研究，2020/08-2021/01，已结题，主持。
4.上海市软科学研究重点项目，大型社会活动人群密集风险预估及应急管理的创新研究，2017/06-2018/05，已结题，主持。
5.上海市人民政府决策咨询研究浦东/自贸区试验区专项课题，上海自由贸易试验区统计指标体系研究，2017/07-2017/12，已结题，主持。