研究方向

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论文

    2020

        [1]  陈俊风, 王玉浩张学武薛醒思基于小波变换与差分变异BSO-BP算法的大坝变形预测控制与决策, 2020. 已录用,网络出版. (EI刊源)


    2019

  [1]  Junfeng Chen, Xingsi Xue, Yikun Huang and Xuewu Zhang. Interactive Cross-Lingual Ontology Matching, IEEE Access, 7: 79095 – 79102, 2019. (SCI, EI检索, Impact Factor: 4.098)

        [2]          Junfeng Chen, Ninjerdene Bulgan, Xingsi Xue, Xinnan Fan, Xuewu Zhang. Planar Thinned Antenna Array Synthesis Using Modified Brain Storm Optimization. In: Tan Y., Shi Y., Niu B. (eds) Advances in Swarm Intelligence. ICSI 2019. Lecture Notes in Computer Science, vol 11655. Springer, 2019. (EI检索)

        [3]          Ninjerdene Bulgan(), Junfeng Chen, Xingsi Xue, Xinnan Fan, Xuewu Zhang. Brainstorm Optimization in Thinned Linear Antenna Array with Minimum Side Lobe Level, Advances in Intelligent Information Hiding and Multimedia Signal Processing, 2019: 75-83. (EI检索)

       [4]          Junfeng Chen, Yuhao Wang, Xingsi Xue, Shi Cheng, Mohammed El-Abd. Cooperative Co-evolutionary Metaheuristics for Solving Large-Scale TSP Art Project, 2019 IEEE Symposium Series on Computational Intelligence (SSCI), 6-9 Dec. 2019, Xiamen, China. (EI检索)


    2018

  [1]  Jingyu Wang(), Junfeng Chen*, Xingsi Xue, Jingjing Du. Search strategies investigation in brain storm optimization[J]. Memetic Computing, 2018, 10(4): pp 397–409. (通讯作者)(SCI/EI 双检索, Impact Factor: 2.674


    2017

  [1]  Junfeng Chen, Zhoudong Hua, Jingyu Wang, Shi Cheng. A convolutional neural network with dynamic correlation pooling[C]//Computational Intelligence and Security (CIS), 2017 13th International Conference on. IEEE, 2017: 496-499. (EI检索)

        [2]          Junfeng Chen, Yingjuan Xie, Hua Chen, Qiwen Yang, Shi Cheng & Yuhui Shi. An improved extremal optimization based on the distribution knowledge of candidate solutions[J]. Natural Computing, 2017, 16(1): 135-149. SCI/EI 双检索, Impact Factor: 1.33

  [3]          Junfeng Chen, Mohammad Nabi Omidvar, Morteza Azad, Xin Yao. Knowledge-based particle swarm optimization for PID controller tuning[C]//Evolutionary Computation (CEC), 2017 IEEE Congress on. IEEE, 2017: 1819-1826. (EI检索)


    2016

[1]  Jingyu Wang(), Junfeng Chen*, Shi Cheng, Yingjuan Xie. Double Heuristic Optimization Based on Hierarchical Partitioning for Coverage Path Planning of Robot Mowers, In the 12th International Conference on Computational Intelligence and Security (CIS2016), 16-19 Dec. 2016, Wuxi, China. (EI检索)

[2]          Zhoudong Hua(), Junfeng Chen*, Yingjuan Xie. Brain storm optimization with discrete particle swarm optimization for tsp In the 12th International Conference on Computational Intelligence and Security (CIS2016), 16-19 Dec. 2016: 190-193, Wuxi, China. (EI检索)

[3]          Junfeng Chen, Jingyu Wang, Shi Cheng, Yuhui Shi. Brain storm optimization with agglomerative hierarchical clustering analysis[C]//International Conference in Swarm Intelligence. Springer, Cham, 2016: 115-122. (EI检索)


    2015年及以前

[1]  Junfeng Chen, Shi Cheng, Yang Chen, Yingjuan Xie, and Yuhui Shi. Enhanced Brain Storm Optimization Algorithm for Wireless Sensor Networks Deployment. ICSI-CCI 2015, Part I, LNCS 9140, pp. 373–381, 2015, oral report.  (获得ICSI’2015最佳论文奖)  (EI检索)

[2]          Junfeng Chen, Qiwen Yang, Jianjun Ni, Yingjuan Xie and Shi Cheng. An Improved Fireworks Algorithm with Landscape Information for Balancing Exploration and Exploitation. in Proceedings of the 2015 Congress on Evolutionary Computation (CEC 2015), 2015, oral report. (EI检索)

[3]          Junfeng Chen* and Tiejun Wu. A computational intelligence optimization algorithm: Cloud drops algorithm. Integrated Computer-Aided Engineering, 2014, 21(2): 177-188. (SCI&EI, 影响因子: 4.667)

[4]          Junfeng Chen*, Jianjun Ni, and Mingang Hua. Convergence analysis of a class of computational intelligence approaches, Mathematical Problems in Engineering, Article ID 409606, 2013, 10 pages. (SCI&EI, 影响因子: 1.383)

[5]        陈俊风*, 吴铁军群体智能算法搜索策略的性质及对停滞现象的影响系统工程理论与实践, 2013, 33(6): 1587-1595. (EI Accession number: 20133016534307 )

[6]          陈俊风*, 任子武伞冶径向基函数神经网络的一种两级学习算法控制理论与应用, 2008, 25(4): 655-660. (EI Accession number: 20084011622973)

[7]          Junfeng Chen, Yingjuan Xie, Jianjun Ni. Brain Storm Optimization Model Based on Uncertainty Information. in Proceedings of The 10th International Conference on Computational Intelligence and Security, CIS2014, Kunming, China, Nov. 15 – 16, 2014, oral report. (EI Accession number: 20150800546374)

[8]          Junfeng Chen, Yingjuan Xie, Hua Chen. A Population-Based Extremal Optimization Algorithm with Knowledge-Based Mutation. in Proceedings of the 5th International Conference, ICSI 2014, Hefei, China, October 17-20, Part I. Lecture Notes in Computer Science, 2014, 8794: 95-102, oral report. (EI Accession number: 20150800546636)


  学术活动

  [1]  国际期刊International Journal of Swarm Intelligence Research副主编

  [2]  Junfeng Chen, The International Symposium on Artificial Intelligence and Applications, Changzhou, China, Nov. 22~24, 2018. (英文大会报告)

  [3]   陈俊风,基于候选集分布知识的极值动力学优化算法,陕西师范大学计算机科学学院“智能计算系列”学术报中国西安, 20180526.

        [4]    Junfeng Chen, The Symposium on Swarm Intelligence and Machine Learning, Shengzhen, China, 8-9 November 2017. (英文大会报告)

       [5]  陈俊风智能优化算法停滞问题研究与展望北京邮件大学第27期“青年学术论坛”中国北京, 20141029

  [6]  PC member in  ICSI2015, SSCI2016, ICSI2017, DMBD2017, SEAL2017BSOA2018, ICSI2018, DMBD2018, BIC-TA2018, DMBD2019, ICSI2019, BIC-TA2019, SSCI2019, DMBD2020, NCAA2020, BIC-TA2020, ICSI2020, AMLTA 2021.

        [8]  国际会议分会主席 in ICSI2015, ICSI2017, DMBD2017, ICSI2018, DMBD2018, SSCI2019. (仅列出部分)

        [9]  专题主席 in SSCI2020, AMLTA 2021. (仅列出当前正在进行中)

 


群智能与不确定分析方向