Welcome to Maoguo Gong's Homepages

 [Publications]                                                                                                             

{Home}           {Research}           {Publication}           {Teaching}           {Award}           {Resource}           {Photo}           {AIScn}           {Link}

[Books] [Journal Papers] [Conference Papers] [Native Papers] [Technical Reports]
Books and Chapters

　

  1. Licheng Jiao, Ronghua Shang, Wenping Ma, Maoguo Gong, Yangyang Li, Fang Liu. Multi-objective Optimization Immune Algorithms: Theories and Applications. Beijing: Science Press, January 2010.

  2. Licheng Jiao, Maoguo Gong, Shuang Wang, Biao Hou, Fang Liu, Xiangrong Zhang, Weida Zhou. Advances in Natural Computation, Machine Learning and Image Understanding. Xidian University Press, August 2008. 

  3. Licheng Jiao, Maoguo Gong, Wenping Ma. An Artificial Immune Dynamical System for Optimization. Chapter 3 of the book 'Artificial immune systems and natural computing: Applying Complex Adaptive Technologies'. Idea Group Inc., USA. December 2008.

  4. Licheng Jiao, Maoguo Gong, Wenping Ma, Ronghua Shang. Multi-objective optimization using Artificial Immune Systems. Chapter 5 of the book 'Multi-Objective Optimization in Computational Intelligence: Theory and Practice'. Idea Group Inc., USA. May 2008.

  5. Licheng Jiao, Maoguo Gong, Jing Liu. Non-Darwinism and Natural Computation. An invited chapter for the book 'Advances and Perspective in Artificial Intelligence'.  Beijing: Science Press. August 2006.

  6. Licheng Jiao, Haifeng Du, Fang Liu, Maoguo Gong. Immune Computation for Optimization, Learning and Recognition (in Chinese). Beijing: Science Press, June 2006.

Journal Papers

 [go top]

2010 and Beyond:

  1. 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, accepted.

  2. Dongdong Yang, Licheng Jiao, Maoguo Gong, Jie Feng. Adaptive Ranks and K-Nearest Neighbour List based Multiobjective Immune Algorithm. Computational Intelligence, accepted.

  3. Maoguo Gong, Licheng Jiao, Fang Liu. Immune Algorithm with Orthogonal Design based Initialization, Cloning, and Selection for Global Optimization. Knowledge and Information Systems, Springer, Published online first, doi: 10.1007/s10115-009-0261-8.

  4. 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.

  5. Maoguo Gong, Licheng Jiao, Lining Zhang. Baldwinian Learning in Clonal Selection Algorithm for Optimization. Information Sciences, Elsevier, Vol. 180, No.8, April 2010: 1218–1236.

  6. Maoguo Gong, Licheng Jiao, Jie Yang. Lamarckian Learning in Clonal Selection Algorithm for Optimization. International Journal on Artificial Intelligence Tools, Vol. 19, No. 1, February 2010: 19–37.

[go top]

2009:

  1. 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, December 2009: 2342–2353. (SCI: 000273575000012)

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

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

  4. 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, February  2009: 237–253. (SCI: 000263557100014)

  5. 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, Spring 2009: 131–134. (SCI: 000263626200007)

[go top]

2008:

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

  2. 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, October 2008: 1234–1253. (SCI: 000259191900005, EI: 084011607237)

  3. 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, August 2008: 1064–1082. (SCI: 000257394000007)

  4. 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, July 2008: 077201-1– 077201-10. (SCI: 000258954200031, EI: 083011391532)

  5. 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, July 2008: 2126–2136. (SCI: 000257285200024, EI: 082711350217)

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

[go top]

Before 2007:

  1. 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. January 2006: 63–79. (SCI: 000236156800004)

  2. 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, May 2005: 579–595. (SCI: 000233343800003)

  3. 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, May 2005: 463–471. (SCI: 000230873800014, EI: 05239148507)

Conference Papers

 [go top]

2010:

  1. Cheolkon Jung, Licheng Jiao, Maoguo Gong. New Optical Flow Approach for Motion Segmentation Based on Gamma Distribution. In: Proceedings of The 16th International Multimedia Modeling Conference, MMM2010, Chongqing, China, January, 2010. Lecture Notes in Computer Science, Vol. 5916, Springer, 2010: 444-453. 

　

2009:

  1. Maoguo Gong, Gang Cheng, Licheng Jiao, Chao Liu. Clustering-based Selection for Evolutionary Multi-objective Optimization. In: Proceedings of The 2009 IEEE International Conference on Intelligent Computing and Intelligent Systems, ICIS2009, Shanghai, November 20-22, 2009: 255-260.

  2. Maoguo Gong, Licheng Jiao, Wenping Ma. Large-scale Optimization Using Immune Algorithm.  In: Proceedings of The 2009 World Summit on Genetic and Evolutionary Computation, ACM/SIGEVO, Shanghai, June 12-14, 2009: 149-156. (EI: 20093012219485)

  3. Maoguo Gong, Licheng Jiao, Wenping Ma. Orthogonal Immune Algorithm with Diversity-based Selection for Numerical Optimization. In: Proceedings of The 2009 World Summit on Genetic and Evolutionary Computation, ACM/SIGEVO, Shanghai, June 12-14, 2009: 141-148. (EI: 20093012219484)

  4. Maoguo Gong, Licheng Jiao, Wenping Ma, Ronghua Shang. Hybrid Immune Algorithm with Intelligent Recombination. In: Proceedings of The 2009 IEEE Congress on Evolutionary Computation, CEC2009, Trondheim, Norway, May 2009: 1807-1814. (EI: 20094812504753)

  5. Dongdong Yang, Licheng Jiao, Maoguo Gong, Xiaohong Feng. Hybrid Multiobjective Estimation of Distribution Algorithm by Local Linear Embedding and an Immune Inspired Algorithm. In: Proceedings of The 2009 IEEE Congress on Evolutionary Computation, CEC2009, Trondheim, Norway, May 2009: 463-470. (EI: 20094812504584)

[go top]

2008:

  1. Maoguo Gong, Licheng Jiao, Kang Zhang, Jie Yang, Lining Zhang. Dynamic V-detector Negative Selection Algorithm for Intrusion Detection. In: Proceedings of the Fourth International Conference on Humanized Systems, ICHS'08, Beijing, October 2008.

  2. Jie Yang, Maoguo Gong, Licheng Jiao, Lining Zhang. Improved Clonal Selection Algorithm Based on Lamarckian Local Search Technique. In: Proceedings of the 2008 IEEE Congress on Evolutionary Computation, CEC2008, Hong Kong, June 2008: 535-541. (EI: 20084611709730)

  3. Lining Zhang, Maoguo Gong, Licheng Jiao, Jie Yang. Improved Clonal Selection Algorithm based on Baldwinian Learning. In: Proceedings of the 2008 IEEE Congress on Evolutionary Computation, CEC2008, Hong Kong, June 2008: 519-526. (EI: 20084611709728)

  4. Lining Zhang, Maoguo Gong, Licheng Jiao, Jie Yang. Optimal Approximation of Linear Systems by an Improved Clonal Selection Algorithm.  In: Proceedings of the 2008 IEEE Congress on Evolutionary Computation, CEC2008, Hong Kong, June 2008: 527-534. (EI: 20084611709729)

[go top]

2007:

  1. Maoguo Gong, Licheng Jiao, Wenping Ma, Shuiping Gou. Solving Multidimensional Knapsack Problems by an Immune-inspired Algorithm. In: Proceedings of the 2007 IEEE Congress on Evolutionary Computation, CEC2007, Singapore, Sept. 2007. Pages 3385-3391. (EI: 081211156332)

  2. Maoguo Gong, Lining Zhang, Licheng Jiao, Shuiping Gou. Solving Multiobjective Clustering Using an Immune-inspired Algorithm. In: Proceedings of the 2007 IEEE Congress on Evolutionary Computation, CEC2007, Singapore, Sept. 2007. Pages 15-22. (EI: 081211155873)

  3. Maoguo Gong, Licheng Jiao, Lining Zhang, Wenping Ma. Improved real-valued clonal selection algorithm based on a novel mutation method. In: Proceedings of the 2007 IEEE International Symposium on Intelligent Signal Processing and Communication Systems,  ISPACS 2007. Nov. 2007. Pages 662-665. (EI: 082111272267)

  4. Maoguo Gong, Lining Zhang, Licheng Jiao, Wenping Ma. Differential immune clonal selection algorithm. In: Proceedings of the 2007 IEEE International Symposium on Intelligent Signal Processing and Communication Systems,  ISPACS 2007. Nov. 2007. Pages 666-669. (EI: 082111272268)

  5. Maoguo Gong, Licheng Jiao, Ling Wang, Liefeng Bo. Density-Sensitive Evolutionary Clustering. In: Proceedings of the 11th Pacific-Asia Conference on Knowledge Discovery and Data Mining, PAKDD07. Springer-Verlag, Lecture Notes in Computer Science, LNAI 4426/2007: 507–514. (EI: 080311037480)

[go top]

2006:

  1. Maoguo Gong, Licheng Jiao, Lining Zhang. Solving Traveling Salesman Problems by Artificial Immune Response. In: Proceedings of the 6th international conference on simulated evolution and learning, SEAL06, 15-18 October 2006, Hefei, China. Springer-Verlag, Lecture Notes in Computer Science, Vol. 4247/2006: 64–71.  (SCI: 000242556300009, EI: 064810275832)

  2. Lin Hao, Maoguo Gong, Yifei Sun, Jin Pan. Niching Clonal Selection Algorithm for Multimodal Function Optimization. In: Advances in Natural Computation, Second International Conference, ICNC 2006, Xi'an, China, September 24-28, 2006. Proceedings, Part I. Lecture Notes in Computer Science 4221 Springer 2006: 820-827.

  3. Yifei Sun, Maoguo Gong, Lin Hao, Licheng Jiao. Clonal Selection Algorithm with Search Space Expansion Scheme for Global Function Optimization. In: Advances in Natural Computation, Second International Conference, ICNC 2006, Xi'an, China, September 24-28, 2006. Proceedings, Part I. Lecture Notes in Computer Science 4221 Springer 2006: 838-847 .

  4. Wenping Ma, Licheng Jiao, Maoguo Gong, Ronghua Shang. Immune Clonal Selection Evolutionary Strategy for Constrained Optimization. In: Trends in Artificial Intelligence, 9th Pacific Rim International Conference on Artificial Intelligence, PRICAI 2006, Guilin, China, August 7-11, 2006, Proceedings. Lecture Notes in Computer Science 4099 Springer 2006: 661-670.

[go top]

2005:

  1. Maoguo Gong, Licheng Jiao, Fang Liu, Haifeng Du. The Quaternion Model of Artificial Immune Response. In: Christian Jacob, Marcin L. Pilat, Peter J. Bentley, et al. (Eds.): Artificial Immune Systems: Proceedings of the fourth international conference on Artificial Immune Systems, ICARIS 2005, Banff, Alberta, Canada, August 14-17, 2005. Springer-Verlag, Lecture Notes in Computer Science, Vol. 3627, 2005: 207–219. (SCI: 000231416700016, EI: 05439435885)

  2. Maoguo Gong, Licheng Jiao, Haifeng Du, Bin Lu, Wentao Huang. IFCPA: Immune Forgetting Clonal Programming Algorithm for Large Paremeters Optimization Problems. In: Lipo Wang, Ke Chen, Yew S. Ong (Eds.): Advances in Natural Computation: Proceedings of the First International Conference on natural computation, ICNC 2005, Changsha, China, August 27-29, 2005. Springer-Verlag, Lecture Notes in Computer Science, Vol. 3611, 2005: 826–829. (SCI: 000232222500116, EI: 05439427269)

  3. Maoguo Gong, Licheng Jiao, Haifeng Du, Ling Wang. An Artificial Immune System Algorithm for CDMA Multiuser Detection over Multi-Path Channels. In: Proceedings of the Genetic and Evolutionary Computation Conference, GECCO 2005, Washington, D.C. USA, June 25-29, 2005: 2105-2111. (EI: 06079707810)

  4. Maoguo Gong, Licheng Jiao, Haifeng DU, Bin Lu, Ronghua Shang. Performance Assessment of an Artificial immune System Multiobjective Optimizer by Two Improved Metrics. In: Proceedings of the Genetic and Evolutionary Computation Conference, GECCO 2005, Washington, D.C. USA, June 25-29, 2005: 373-374. (EI: 06079707550)

  5. Licheng Jiao, Maoguo Gong, Ronghua Shang, Haifeng DU, Bin Lu. Clonal Selection with Immune Dominance and Anergy Based Multiobjective Optimization. In: Carlos A. Coello Coello, Arturo Hernández Aguirre, Eckart Zitzler (Eds.): Proceedings of the Third International Conference on Evolutionary Multi-Criterion Optimization, EMO 2005, Guanajuato, Mexico, March 9-11, 2005. Springer-Verlag, Lecture Notes in Computer Science, Vol. 3410, 2005: 474 – 489.  (SCI: 000229021300033, EI: 05379358957)

  6. Ronghua Shang, Licheng Jiao, Maoguo Gong, Bin Lu. Clonal Selection Algrithm for Dynamic Multiobjective Optimization. In: Proceedings of the 2005 International Conference on Computational Intelligence and Security, Springer-Verlag, Lecture Notes in Computer Science, Vol. 3801, 2005: 846–851.

  7. Wenping Ma, Licheng Jiao, Maoguo Gong, Fang Liu. A Novel Artificial Immune Systems Multi-objective Optimization Algorithm for 0/1 knapsack problems. In: Proceedings of the 2005 International Conference on Computational Intelligence and Security, Springer-Verlag, Lecture Notes in Computer Science, Vol. 3801, 2005: 793–798.

  8. Hang Yu, Maoguo Gong, Licheng Jiao, Bin Zhang. Clonal Selection Algorithm with Immunologic Regulation for Function Optimization. In: Proceedings of the 2005 International Conference on Computational Intelligence and Security, Springer-Verlag, Lecture Notes in Computer Science, Vol. 3801, 2005: 858–863.

  9. Wentao Huang, Licheng Jiao, Yuelei Xu, Maoguo Gong. Stochastic Neuron Model with Dynamic Synapses and Evolution Equation of Its Density Function. In: Advances in Natural Computation, First International Conference, ICNC 2005, Changsha, China, August 27-29, 2005, Proceedings, Part I. Lecture Notes in Computer Science 3610 Springer 2005:: 449-455. (SCI: 000232222400057, EI: 05439427376)

  10. Bin Lu, Licheng Jiao, Haifeng Du, Maoguo Gong. IFMOA: Immune Forgetting Multiobjective Optimization Algorithm. In: Advances in Natural Computation, First International Conference, ICNC 2005, Changsha, China, August 27-29, 2005, Proceedings, Part III. Lecture Notes in Computer Science 3612 Springer 2005: 399-408. (SCI: 000232246700048, EI: 05439427035)

  11. Cuiqin Hou, Licheng Jiao, Maoguo Gong, Bin Lu. Clone Selection Based Multicast Routing Algorithm. In: Advances in Natural Computation, First International Conference, ICNC 2005, Changsha, China, August 27-29, 2005, Proceedings, Part III. Lecture Notes in Computer Science 3612 Springer 2005: 768-771. (SCI: 000232246700094, EI: 05439427081)

  12. Wentao Huang, Licheng Jiao, Maoguo Gong, Chuang Guo. Modeling Cortex Network: A Spatio-temporal Population Approach. In: Advances in Neural Networks - ISNN 2005, Second International Symposium on Neural Networks, Chongqing, China, May 30 - June 1, 2005, Proceedings, Part I. Lecture Notes in Computer Science 3496 Springer 2005: 369-374. (SCI: 000230166900058, EI: 05399382241)

  13. Wentao Huang, Licheng Jiao, Tan Shan, Maoguo Gong. Response Analysis of Neuronal Population with Synaptic Depression. In: Advances in Neural Information Processing Systems 18, NIPS 2005, December 5-8, 2005, Vancouver, British Columbia, Canada, 2005.

[go top]

2004:

  1. Maoguo Gong, Haifeng Du, Licheng Jiao, Ling Wang. Immune Clonal Selection Algorithm for Multiuser Detection in DS-CDMA Systems. In: Geoffrey I. Webb, Xinghuo Yu Editors: Advances in Artificial Intelligence: Proceedings of the 17th Australian Joint Conference on Artificial Intelligence, Cairns, Australia, December 4-6, 2004. Springer-Verlag, Lecture Notes in Artificial Intelligence, Vol. 3339, 2004: 1219-1225. (SCI: 000226133600126, EI: 05329284919)

  2. Haifeng Du, Licheng Jiao, Maoguo Gong, Ruochen Liu. Adaptive Dynamic Clone Selection Algorithms. In: Shusaku Tsumoto, Roman Słowiński, Jan Komorowski, et al. (eds): Proceedings of the Fourth International Conference on Rough Sets and Current Trends in Computing (RSCTC'2004). Uppsala, Sweden. June 1-5, 2004. Springer-Verlag, Lecture Notes in Artificial Intelligence, Vol. 3066, 2004: 768-773. (SCI: 000222323600097, EI: 04508716996)

Chinese Papers

[go top]

  1. 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. (第13届全国人工智能学术会议推荐优秀论文)

  2. 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.

  3. 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.

  4. 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)

  5. 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)

  6. 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)

  7. 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)

  8. 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)

  9. 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)

  10. 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)

  11. 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.

  12. 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)

  13. 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.

  14. 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)

  15. 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.

  16. 杜海峰, 焦李成, 公茂果, 刘若辰. 免疫记忆克隆规划算法. 第十三届中国神经网络学术会议(CNNC2003).中国, 青岛. 2003.11 (大会优秀论文)

  17. 杜海峰, 焦李成, 公茂果, 刘若辰. 免疫克隆选择算法与进化算法. 中国人工智能学会第10届学术年会CAAI2003. 中国, 广州, 2003, 11, 694～699 (大会优秀论文)

Technical Reports

 [go top]

  1. Licheng Jiao, Maoguo Gong. A Chinese Bibliography of Artificial Immune Systems (AIScn). Technical Report No. IIIP-05-04, Institute of Intelligent Information Processing, Xidian University, Xi'an, China. April 2005. (in Chinese)