科研成果

代表性论文

复杂网络分析与挖掘

  1. Zhihao Wu, Youfang Lin, Huaiyu Wan, Waleed Jamil. Predicting top-L missing links with node and link clustering information in large-scale networks. Journal of Statistical Mechanics: Theory and Experiment. 2016, 452: 1-8. (IF=2.09, An2)
  2. Zhihao Wu, Youfang Lin, Jing Wang, Steve Gregory. Link prediction with node clustering coefficient. Physica A: Statistical Mechanics and its Applications. 2016, 452: 1-8. (IF=1.732, An3)
  3. Huaiyu Wan, Marie-Francine Moens, Walter Luyten, Xuezhong Zhou, Qiaozhu Mei, Lu Liu, Jie Tang. Extracting Relations from Traditional Chinese Medicine Literature via Heterogeneous Entity Networks. Journal of the American Medical Informatics Association (JAMIA). 2016, 23(2): 356-365. (IF=3.932, An2)
  4. Zhihao Wu, Giulia Menichetti, Christoph Rahmede, Ginestra Bianconi. Emergent Complex Network Geometry. Scientific Reports. 2015, 5: 10073. (IF=5.578, An2)
  5. Huaiyu Wan, Zhiwei Wang, Youfang Lin, Xuguang Jia, Yuanwei Zhou. Discovering Family Groups in Passenger Social Networks. Journal of Computer Science and Technology (JCST). 2015, 30(5): 1141-1153. (IF=0.672, An4)
  6. Youfang Lin, Huaiyu Wan, Rui Jiang, Zhihao Wu, Xuguang Jia. Inferring the Travel Purposes of Passenger Groups for Better Understanding of Passengers. IEEE Transactions on Intelligent Transportation Systems (TITS). 2015, 16(1): 235-243. (IF=2.472, An2)
  7. Huaiyu Wan, Youfang Lin, Zhihao Wu, Houkuan Huang. Discovering Typed Communities in Mobile Social Networks. Journal of Computer Science and Technology (JCST). 2012, 27(3): 480-491. (IF=0.672, An4)
  8. Zhihao Wu, Youfang Lin, Steve Gregory, Huaiyu Wan, Shengfeng Tian. Balanced Multi-Label Propagation for Overlapping Community Detection in Social Networks. Journal of Computer Science and Technology (JCST) 2012, 27(3): 480-491. (IF=0.672, An4)
  9. Zhihao Wu, Youfang Lin, Huaiyu Wan, Shengfeng Tian, Keyun Hu. Efficient Overlapping Community Detection in Huge Real-world Networks. Physica A: Statistical Mechanics and its Applications. 2012, 391(7): 2475-2490. (IF=1.732, An3)
  10. Huaiyu Wan, Youfang Lin, Zhihao Wu, Houkuan Huang. A Community-Based Pseudolikelihood Approach for Relationship Labeling in Social Networks. Proceedings of European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD'11). Lecture Notes in Artificial Intelligence 6913, 2011.
  11. Huaiyu Wan, Youfang Lin, Caiyan Jia, Houkuan Huang. Community-based relational Markov networks in complex networks. Proceedings of the 6th Conference on Rough Sets and Knowledge Technology (RSKT'11). 2011.
  12. Zhihao Wu,Youfang Lin,Huaiyu Wan,Shengfeng Tian. An Efficient Method to Find Overlapping Communities in Networks. Journal of Computer and Information Science (JCIS). 2011, 7(16): 5650-5659.
  13. Huaiyu Wan, Youfang Lin, Zhihao Wu, Houkuan Huang. A Two-Stage Learning Framework of Relational Markov Networks. Journal of Computational Information Systems (JCIS). 2010, 6(4): 1027-1035.
  14. Huaiyu Wan, Youfang Lin, Houkuan Huang. Research on Link Stability Prediction in Social Networks. Journal of Beijing Jiaotong University. 2009, 33(5): 99-103.
  15. Zhihao Wu, Youfang Lin, Huaiyu Wan, Shengfeng Tian. A fast and Reasonable Method for Community Detection with Adjustable Extent of Overlapping. Proceeding of 2010 International Conference on Intelligent Systems and Knowledge Engineering (RSKE'10). 2010.
  16. Jiayu Zhou, Youfang Lin, Xi Wang. Visualization of Large-Scale Weighted Clustered Graph: A Genetic Approach. Proceedings of the 23rd AAAI Conference on Artificial Intelligence (AAAI'08). 2008.
  17. Jiayu Zhou, Youfang Lin, Shi Wang, Cungen Cao. Discover Hierarchal Lexical Hyponymy Relation from Large-scale Concept Set. Proceeding of the 7th IEEE International Conference on Cognitive Informatics (ICCI'08). 2008.
  18. Shiguang Fu, Youfang Lin, Huaiyu Wan, Juanjuan Xu. A Rule-based Chinese-word Segmentation Algorithm. Proceeding of 7th International Conference of Chinese Computing (ICCC'07). 2007.
  19. Hongsong Li, Houkuan Huang, Youfang Lin. DSD: Maintain Data Cubes More Efficiently. Fundamenta informaticae. 2004, 59: 173-190.(IF=0.717, An4)
  20. Youfang Lin, Houkuan Huang. A Distributed Multidimensional Data Model of Data Warehouse. Proceeding of 9th International conference on Rough Sets, Fuzzy Sets, Data Mining, and Granular Computing (RSFDGrC'03). 2003.
  21. Hongsong Li, Houkuan Huang, Youfang Lin. A New Incremental Maintenance Algorithm of DataCube. Proceeding of 9th International conference on Rough Sets, Fuzzy Sets, Data Mining, and Granular Computing (RSFDGrC'03). 2003.
  22. Youfang Lin, Houkuan Huang. A Cube Size Estimation Strategy of Data Warehouse Based on Sampling. Journal of Computer Research and Development. 2003, 39(11): 1519-1525.

智能技术、组合优化

  1. Youfang Lin, Siqiao Wu, Xiangpeng Bai. An Efficient Approach of Map-learning on Service Robot in Complex Office Environment using Laser Radar. 14th IEEE International Conference on Control, Automation, Robotics and Vision. 2016.
  2. Xingye Dong, Maciek Nowak, Ping Chen, Youfang Lin. Self-adaptive Perturbation and Multi-neighborhood Search for Iterated Local Search on the Permutation Flow Shop Problem. Computers and Industrial Engineering (CIE). 2015, 87: 176-185. (IF=1.783, An3)
  3. Zhenzhen Wen, Xingye Dong, Sheng Han. An iterated local search for the split delivery vehicle routing problem. Proceedings of the 2015 International Conference on Advanced Electronics and Communications Engineering (ICAECE'15). 2015.
  4. Youfang Lin, Shen Li, Sujie Liu, Yuchang Chen. An Efficient Approach to Mobile Robot Motion Planning in Dynamically Unknown Environments. Proceedings of the 13th International Conference on Control, Automation, Robotics and Vision (ICARCV'14). 2014.
  5. Xingye Dong, Maciek Nowak, Ping Chen, Youfang Lin. A self-adaptive iterated local search algorithm on the permutation flow shop scheduling problem. Proceedings of the 11th International Conference on Informatics in Control, Automation and Robotics (ICINCO'14). 2014.
  6. Zhengsheng Wei, Haohua Li, Mingwei Li, Xingye Dong. Heuristic research on a resource constrained project scheduling problem. Proceedings of the 2014 Asia-Pacific Computer Science and Application Conference (APCSAC'14). 2014.
  7. Xingye Dong, Ping Chen, Houkuan Huang and Maciek Nowak. An Acceleration Method for the Permutation Flow Shop Problem Minimizing Total Flow Time. Proceedings of the 2012 IEEE International Conference on Industrial Engineering and Engineering Management (IEEM'12). 2012
  8. Xingye Dong, Ping Chen, Houkuan Huang and Maciek Nowak. A Multi-restart Iterated Local Search Algorithm for the Permutation Flow Shop Problem Minimizing Total Flow Time. Computers and Operations Research (COR). 2013, 40(2): 627-632. (IF=1.861, An3)
  9. Xingye Dong, Ping Chen, Houkuan Huang. An improved iterated local search algorithm for the permutation flowshop problem with total flowtime. Proceedings of the 2011 International Conference on Automation and Robotics (ICAR'11). 2011.
  10. Xingye Dong, Houkuan Huang, Ping Chen. Study on iterated local search algorithm for permutation flowshop problem with total flowtime objective. Proceedings of the 2011 International Conference of Applied Informatics and Communication (CCIS'11). 2011.
  11. Ping Chen, Houkuan Huang, Xingye Dong. Iterated variable neighborhood descent algorithm for the capacitated vehicle routing problem. Expert Systems with Applications. 2010, 37: 1620-1627. (IF=1.965, An3)
  12. Xingye Dong, Houkuan Huang, Ping Chen. An iterated local search algorithm for the permutation flowshop problem with total flowtime criterion. Computers and Operations Research (COR). 2009, 36(5): 1664-1669. (IF=1.861, An3)
  13. Xingye Dong, Houkuan Huang and Ping Chen. Study on Heuristics for the Permutation Flowshop with Sequence Dependent Setup Times. Proceedings of the 2009 IEEE International Conference on Information Reuse and Integration (IRI'09). 2009.
  14. Xingye Dong, Houkuan Huang, Ping Chen. An improved NEH-based heuristic for the permutation flowshop problem. Computers and Operations Research (COR). 2008, 35(12): 3962-3968. (IF=1.861, An3)
  15. Ping Chen, Youli Qu, Houkuan Huang, Xingye Dong. A new hybrid iterated local search for the open vehicle routing problem. Proceedings of the 2008 Pacific-Asia Workshop on Computational Intelligence and Industrial Applications (PACIIA'08). 2008.
  16. Ping Chen, Houkuan Huang, Xingye Dong. An ant colony system based heuristic algorithm for the vehicle routing problem with simultaneous delivery and pickup. Proceedings of the 2nd IEEE Conference on Industrial Electronics and Applications (CIEA'07). 2007. (Best Paper Award)
  17. Xingye Dong, Houkuan Huang, Ping Chen. A more effective constructive algorithm for permutation flowshop problem. Proceedings of the 7th International Conference on Intelligent Data Engineering and Automated Learning (IDEAL'06). 2006.
  18. Xingye Dong, Houkuan Huang, Ping Chen. An efficient tabu search algorithm for the permutation flow shop problem. Proceedings of the 2006 International Conference on Sensing, Computing and Automation (ICSCA'06). 2006.
  19. Xingye Dong, Houkuan Huang and Hongsong Li. HQC: an efficient method for ROLAP with hierarchical dimensions. Proceeding of 11th International conference on Rough Sets, Fuzzy Sets, Data Mining, and Granular Computing (RSFDGrC'05). 2005.

时间序列分析

  1. Jing Wang, Pengjian Shang, Wenbin Shi, Xingran Cui. Dissimilarity measure based on ordinal pattern for physiological signals. Communications in Nonlinear Science and Numerical Simulation. 2016, 37: 115-124.(IF=2.866, An1)
  2. Jing Wang, Pengjian Shang, Jianan Xia, Wenbin Shi. EMD based refined composite multiscale entropy analysis of complex signals. Physica A: Statistical Mechanics and its Applications. 2015, 421: 583-593.(IF=1.732, An3)
  3. Jing Wang, Pengjian Shang, Xingran Cui. Multiscale multifractal analysis of traffic signals to uncover richer structures. Physical Review E. 2014, 89: 032916.(IF=2.288, An2)
  4. Jing Wang, Pengjia Shang, Aijin Lin, Yuechen Chen. Segmented inner composition alignment to detect coupling of different subsystems. Nonlinear Dynamics. 2014, 76: 1821-1828.(IF=2.849, An1)
  5. Jing Wang, Pengjian Shang, Keqiang Dong. Effect of linear and nonlinear filters on multifractal analysis. Applied Mathematics and Computation. 2013, 224: 337-345.(IF=1.551, An2)
  6. Jing Wang, Pengjian Shang, Xiaojun Zhao, Jianan Xia. Multiscale entropy analysis of traffic time series. International Journal of Modern Physics C. 2013, 24(2): 1350006.(IF=1.699, An4)
  7. Jing Wang, Pengjian Shang, Weijie Ge. Multifractal cross-correlation analysis based on statistical moments. Fractals. 2012, 20(3): 271-279.(IF=1.22, An3)
  8. Jing Wang, Pengjian Shang, Xiaojun Zhao. A new traffic speed forecasting method based on bi-pattern recognition. Fluctuation and Noise Letters. 2011, 10(1): 59-75.(IF=0.811, An4)

数据集

Civil Aviation Passenger Groups

算法代码

Zhihao Wu,BMLPA program and user’s guide
Zhihao Wu,CONA program and user’s guide
Zhihao Wu, Clustering Ability (CA)
Zhihao Wu, Link Prediction (NLC)

算法演示

An Efficient Approach to Mobile Robot Motion Planning in Dynamically Unknown Environments 演示
网络演化过程演示