简介

Journal Paper

简介

公茂果，现为西安电子科技大学智能感知与图像理解教育部重点实验室 教授、博士生导师，电子工程学院 院长助理。1979年生于山东蒙阴，分别于2003年和2009年获西安电子科技大学电子信息工程学士学位和电子科学与技术博士学位。2006年起留校工作，任助教、讲师，2008年破格晋升副教授，2010年破格晋升教授。

目前主要研究方向为计算智能、数据挖掘、模式识别、图像理解和智能搜索。主持国家863计划、国家自然科学基金、陕西省重大科技专项等多项科研课题的研究工作，获省部级科技奖励2项，在重要学术期刊和会议发表论文70余篇，其中SCI检索40余篇，获国家发明专利8项，出版专著5部。现为国际电气电子工程师协会(IEEE)会员、IEEE计算智能学会Memetic计算专委会副主席、IEEE计算智能学会大规模全局优化专委会委员、中国人工智能学会自然计算与数字智能城市专委会委员、中国计算机学会高级会员，Journal of Information Technology Research 等4个国际期刊编委，IEEE Transactions on Evolutionary Computation、IEEE Transactions on Knowledge and Data Engineering等国际期刊和中国科学、电子学报、计算机学报、软件学报等国内期刊的审稿人。曾担任IEEE Symposium on Computational Intelligence, IEEE Congress on Evolutionary Computation等多个主流国际会议的分会主席。

曾获第八届陕西青年科技奖(2010)、陕西省科技新星(2009)、教育部新世纪优秀人才支持计划(2008)、陕西省青年突击手(2008)、Scopus青年科学之星(2009)、陕西省科学技术奖一等奖(2008和2010)、国家“三个一百”原创图书奖(2007)等荣誉或奖励。

主要研究方向

主要从事计算智能、数据挖掘、模式识别、图像理解和智能搜索领域的研究工作。目前主要进行以下课题的研究：

（1）计算智能基础理论与方法

（2）空时影像数据变化检测

（3）空时数据挖掘与图像理解

（4）网络信息感知

荣誉获奖

2010年获第八届陕西青年科技奖；

2010年获陕西省科学技术奖一等奖；

2010年获西安电子科技大学“师德先进个人”称号；

2009年入选陕西省科技新星；

2009年获陕西省高等学校科学技术一等奖；

2009年被授予西安电子科技大学“优秀教师”称号；

2009年入选学校首批“优秀青年教师支持计划”；

2008年被授予“陕西省青年突击手”称号；

2008年入选教育部“新世纪优秀人才支持计划”；

2008年获陕西省科学技术奖一等奖；

2007年获国家"三个一百"原创图书奖。

Journal Paper

Maoguo Gong, Yu Cao, Qiaodi Wu. A Neighborhood-Based Ratio Approach for Change Detection in SAR Images. IEEE Geoscience and Remote Sensing Letters, in press.

Fanhua Shang, Licheng Jiao, Jiarong Shi, Fei Wang, Maoguo Gong. Fast Affinity Propagation Clustering: a Multilevel Approach. Pattern Recognition, in press.

Hongxiao Feng, Biao Hou, Maoguo Gong. SAR Image Despeckling Based on Local Homogeneous Region Segmentation by Using Pixel Relativity Measurement.IEEE Transactions on Geoscience and Remote Sensing, Vol. 49, No. 7, 2011: 2724–2737.

Dongdong Yang, Licheng Jiao, Maoguo Gong, Fang Liu. Artificial Immune Multi-objective SAR Image Segmentation with Fused Complementary Features. Information Sciences, Vol. 181, No. 13, 2011: 2797-2812.

Fanhua Shang, Licheng Jiao, Jiarong Shi, Maoguo Gong. Fast Density-Weighted Low-Rank Approximation Spectral Clustering. Data Mining and Knowledge Discovery, Vol. 23, No. 2, 2011: 345-378.

Maoguo Gong, Licheng Jiao, Fang Liu, Wenping Ma. Immune Algorithm with Orthogonal Design based Initialization, Cloning, and Selection for Global Optimization.Knowledge and Information Systems, Springer, Vol. 25, No. 3, 2010: 523–549. (SCI: 000284486700005)

Dongdong Yang, Licheng Jiao, Maoguo Gong, Jie Feng. Adaptive Ranks and K-Nearest Neighbour List based Multiobjective Immune Algorithm. Computational Intelligence, Vol. 26, No. 4, 2010: 359–385. (SCI: 000283948100001)

Maoguo Gong, Licheng Jiao, Fang Liu, Jie Yang. Memetic computation based on regulation between neural and immune systems: the framework and a case study. Science China Information Sciences, Vol. 53, No. 8, 2010: 1519–1527. (SCI: 000279689900004)

Feng Zhao, Licheng Jiao, Hanqiang Liu, Xinbo Gao, Maoguo Gong. Spectral Clustering with Eigenvector Selection based on Entropy Ranking. Neurocomputing, Vol. 73, No. 10-12, 2010: 1704–1717. (SCI: 000279134100021)

Licheng Jiao, Maoguo Gong, Shuang Wang, Biao Hou, Zhi Zheng, Qiaodi Wu. Natural and Remote Sensing Image Segmentation Using Memetic Computing. IEEE Computational Intelligence Magazine, Vol. 5, No. 2, 2010: 78–91. (SCI: 000276821200006, EI: 20101712890441)

Maoguo Gong, Licheng Jiao, Lining Zhang. Baldwinian Learning in Clonal Selection Algorithm for Optimization.Information Sciences, Elsevier, Vol. 180, No.8, 2010: 1218–1236. (SCI: 000275139300003, EI: 20100512675043)

Maoguo Gong, Chao Liu, Licheng Jiao, Gang Cheng. Hybrid Immune Algorithm with Lamarckian Local Search for Multi-objective Optimization. Memetic Computing, Springer, Vol. 2, No. 1, 2010: 47–67.

Maoguo Gong, Licheng Jiao, Jie Yang. Lamarckian Learning in Clonal Selection Algorithm for Optimization. International Journal on Artificial Intelligence Tools, Vol. 19, No. 1, 2010: 19–37. (SCI: 000274974000002, EI: 20101812905540)

Maoguo Gong, Licheng Jiao, Wenping Ma, Jingjing Ma. Intelligent Multi-user Detection Using an Artificial Immune System. Science in China Series F: Information Sciences, Vol. 52, No. 12, 2009: 2342–2353. (SCI: 000273575000012)

Wenping Ma, Licheng Jiao, Maoguo Gong. Immunodominance and Clonal Selection Inspired Multiobjective Clustering.Progress in Natural Science, Elsevier, Vol. 19, No.6, 2009: 751–758. (SCI: 000266344900013)

Dongdong Yang, Licheng Jiao, Maoguo Gong. Adaptive Multi-objective Optimization Based on Nondominated Solutions. Computational Intelligence, Vol. 25, No.2, 2009: 84–108. (SCI: 000265373300002, EI: 20091912070963)

Maoguo Gong, Licheng Jiao, Lining Zhang, Haifeng Du. Immune secondary response and clonal selection inspired optimizers.Progress in Natural Science, Elsevier, Vol. 19, No. 2, 2009: 237–253. (SCI: 000263557100014)

Maoguo Gong, Licheng Jiao, Dongdong Yang. Corrections on the Box Plots of the Coverage Metric in Multiobjective Immune Algorithm with Nondominated Neighbor-based Selection. Evolutionary Computation, MIT Press, Vol. 17, No. 1, 2009: 131–134. (SCI: 000263626200007)

Maoguo Gong, Licheng Jiao, Xiangrong Zhang. A Population-based Artificial Immune System for Numerical Optimization. Neurocomputing,Vol. 72, No. 1-3, 2008: 149–161. (SCI: 000261643700019, EI: 084711719008)

Licheng Jiao, Yangyang Li, Maoguo Gong, Xiangrong Zhang. Quantum-Inspired Immune Clonal Algorithm for Global Optimization. IEEE Transactions on System, Man, and Cybernetics, Part B, Vol. 38, No.5, 2008: 1234–1253. (SCI: 000259191900005, EI: 084011607237)

Maoguo Gong, Licheng Jiao, Wenping Ma, Haifeng Du. Multiobjective Optimization Using an Immunodominance and Clonal Selection Inspired Algorithm.Science in China Series F: Information Sciences, Vol. 51, No. 8, 2008: 1064–1082. (SCI: 000257394000007)

Maoguo Gong, Licheng Jiao, Liefeng Bo, Ling Wang, Xiangrong Zhang. Image Texture Classification Using a Manifold Distance based Evolutionary Clustering Method. Optical Engineering, Vol. 47, No. 7, 2008: 077201-1– 077201-10. (SCI: 000258954200031, EI: 083011391532)

Xiangrong Zhang, Licheng Jiao, Fang Liu, Liefeng Bo, Maoguo Gong. Spectral Clustering Ensemble Applied to Texture Features for SAR Image Segmentation. IEEE Transactions on Geoscience and Remote Sensing, Vol. 46, No. 7, 2008: 2126–2136. (SCI: 000257285200024, EI: 082711350217)

Maoguo Gong, Licheng Jiao, Haifeng Du, Liefeng Bo. Multiobjective Immune Algorithm with Nondominated Neighbor-based Selection. Evolutionary Computation, MIT Press, Vol.16, No.2, 2008: 225–255. (SCI: 000256957800003)

Maoguo Gong, Haifeng Du, Licheng Jiao. Optimal approximation of linear systems by artificial immune response. Science in China Series F: Information Sciences, Vol. 49, No.1, 2006: 63–79. (SCI: 000236156800004)

Haifeng Du, Maoguo Gong, Ruochen Liu, Licheng Jiao. Adaptive chaos clonal evolutionary programming algorithm. Science in China Series F: Information Sciences, Vol. 48, No. 5, 2005: 579–595. (SCI: 000233343800003)

Haifeng Du, Maoguo Gong, Licheng Jiao, Ruochen Liu. A novel artificial immune system algorithm for high-dimensional function numerical optimization. Progress in Natural Science, Vol.15, No.5, 2005: 463–471. (SCI: 000230873800014, EI: 05239148507)

公茂果, 马萌, 曹宇, 焦李成, 马文萍. 复杂分布数据的二阶段聚类算法. 软件学报, 已录用.

公茂果, 程刚, 焦李成, 刘超. 基于自适应划分的进化多目标优化非支配个体选择策略. 计算机研究与发展, 已录用. (全国人工智能学术会议推荐优秀论文)

焦李成, 公茂果, 马文萍, 张立宁. 免疫优化计算研究的新进展. 计算机学报, 已录用.

公茂果, 焦李成, 刘芳, 杨杰. 基于神经系统与免疫系统调节机理的密母计算.中国科学: 信息科学, Vol. 40, No. 11, 2010: 1428-1436.

余航, 焦李成, 公茂果, 杨咚咚. 基于正交试验设计的克隆选择函数优化. 软件学报, 2010, 21(5): 950-967.

杨咚咚, 焦李成, 公茂果, 余航.求解偏好多目标优化的克隆选择算法. 软件学报, Vol. 21, No. 1, 2010: 14-33. (EI: 20100512678362)

尚荣华, 焦李成, 马文萍, 公茂果. 用于约束多目标优化的免疫记忆克隆算法. 电子学报, Vol. 37, No. 6, 2009: 1289-1293. (EI: 20093012213945)

张立宁,公茂果, 焦李成, 马文萍. 抗独特型克隆选择算法.软件学报, Vol. 20, No. 5, 2009: 1269-1281. (EI: 20092212102162)

公茂果, 郝琳, 焦李成, 王晓华, 孙奕菲. 基于人工免疫系统的数据简化. 软件学报，Vol. 20, No. 4, 2009: 804-814. (EI: 20091812067898)

公茂果, 焦李成, 杨咚咚, 马文萍. 进化多目标优化算法研究. 软件学报，Vol. 20, No. 2, 2009: 271-289. (EI: 20091111955877)

公茂果, 焦李成, 马文萍, 张向荣. 基于流形距离的人工免疫无监督分类与识别算法. 自动化学报, Vol.34, No.3, 2008: 368-376. (EI: 081711222830)

尚荣华, 焦李成, 公茂果, 马文萍. 免疫克隆算法求解动态多目标优化问题. 软件学报, Vol. 18, No. 11, 2007: 2700-2711. (EI: 075210995597)

公茂果, 焦李成, 杜海峰.用于约束优化的人工免疫响应进化策略. 计算机学报, Vol. 30, No.1, 2007: 37-47.(EI: 071110487735)

公茂果, 杜海峰, 焦李成. 基于人工免疫响应的线性系统逼近.中国科学E辑: 信息科学. Vol.35, No. 12, 2005: 1288-1303.

刘芳, 戚玉涛,公茂果. 免疫克隆分类算法. 电子学报, Vol. 33, No. B12, 2005: 2301-2307. (EI: 06279980358)

杜海峰, 公茂果, 刘若辰, 焦李成. 自适应混沌克隆进化规划算法.中国科学E辑: 信息科学. Vol.35, No. 8, 2005: 817-829.

杜海峰, 焦李成, 公茂果, 刘若辰. 一种免疫克隆选择网络及其学习算法. 模式识别与人工智能. Vol.18, No.2, 2005: 198-204. (EI: 05239148028)

杜海峰, 公茂果, 焦李成, 刘若辰. 用于高维函数优化的免疫记忆克隆规划算法.自然科学进展. Vol.14, No.8, 2004: 925-933.