Selected Papers

1. Yan Yang, Fei Teng, Tianrui Li, Hao Wang, Hongjun Wang, Qi Zhang, Parallel Semi-supervised Multi-Ant Colonies Clustering Ensemble Based on MapReduce Methodology, IEEE Transactions on Cloud Computing, Vol. 3, DOI: 10.1109/TCC.2015.2511724, 2015 (EI)

2. Wenchao Xiao, Yan Yang, Hongjun Wang, Tianrui Li, Huanlai Xing, Semi-supervised Hierarchical Clustering Ensemble and Its Application, Neurocomputing, 173(3): 1362-1376, 2016 (SCI, EI, 中国计算机学会C类期刊)

3. Bo Peng, Xingzheng Wang, Yan Yang, Region based exemplar references for image segmentation evaluation, IEEE Signal processing letters, 23(4):459-462, 2016 (SCI, EI, 中国计算机学会C类期刊)

4. Zhaoyuan Wang, Huanlai Xing, Tianrui Li, Yan Yang, Rong Qu, Yi Pan, A Modified Ant Colony Optimization Algorithm for Network Coding Resource Minimization, IEEE Transaction on Evolutionary Computation, 20(3): 325-342, 2016 (SCI, EI, 中国计算机学会B类期刊)

5. Shudong Huang, Hongjun Wang, Tao Li, Yan Yang, Tianrui Li, Constraint Co-projections for Semi-supervised Co-clustering, IEEE Transactions on Cybernetics, DOI: 10.1109/TCYB.2015.2496174, 2015 (SCI, EI, 中国计算机学会B类期刊)

6. Ruihong Chu, Hongjun Wang, Yan Yang, Tianrui Li, Clustering Ensemble Based on Density Peaks, Acta Automatica Sinica, 42(9):1401-1412, 2016 (EI) (in Chinese)

7. Jipeng Xie, Yan Yang, Hao Wang, Tianrui Li, Weidong Jin, Fault Diagnosis in High-speed Train Running Gears with improved Deep Belief Networks, Journal of Computational Information Systems, 11(24): 7723-7730, 2015

8. Amjad Mahmood, Tianrui Li, Yan Yang, Hongjun Wang, Mehtab Afzal, Semi-Supervised Evolutionary Ensembles for Web Video Categorization, Knowledge-Based Systems, 76: 53-66, 2015 (SCI, EI, 中国计算机学会C类期刊)

9. Shudong Huang, Hongjun Wang, Dengcheng Li, Yan Yang, Tianrui Li, Spectral Co-clustering Ensemble, Knowledge-Based Systems, 84: pp 46-55, 2015 (SCI, EI, 中国计算机学会C类期刊)

10. Muhammad Zia-ur Rehman, Tianrui Li, Yan Yang, Hongjun Wang, Hyper-ellipsoidal clustering technique for evolving data stream, Knowledge-Based Systems, 70: 3-14, 2014 (SCI, EI, 中国计算机学会C类期刊)

11. Hongjun Wang, Tao Li, Tianrui Li, Yan Yang, Constraint Neighborhood Projections for Semi-supervised Clustering, IEEE Transactions on Cybernetics, 44(5): 636-643, 2014 (SCI, EI, 中国计算机学会B类期刊)

12. Hongjun Wang, Yinghui Zhang, Ruihua Nie, Yan Yang, Bo Peng, Tianrui Li, Bayesian image segmentation fusion, Knowledge-Based Systems, 71: 162-168, 2014 (SCI, EI, 中国计算机学会C类期刊)

13. Yan Yang, Tonny Rutayisire, Chao Lin, Tianrui Li, Fei Teng, An Improved Cop-Kmeans Clustering for Solving Constraint Violation Based on MapReduce Framework, Fundamenta Informaticae, 126(4): 301-318, 2013 (SCI, 中国计算机学会C类期刊)

14. Yan Yang, Chenfei Feng, Zhen Jia, Hongjun Wang, A Link-Based Fuzzy Clustering Ensemble, Journal of University of Electronic Science and Technology of China, 43(6): 887-892, 2014 (EI) (in Chinese)

15. Zhen Jia, Yan Yang, Dake He, Attribute Extraction of Chinese Online Encyclopedia Based on Weakly Supervised Learning, Journal of University of Electronic Science and Technology of China, 43(5): 758-763, 2014 (EI) (in Chinese)

16. Yan Yang, Wei, Tan Tianrui Li, et al. Consensus Clustering Based on Constrained Self-Organizing Map and Improved Cop-Kmeans Ensemble in Intelligent Decision Support Systems, Knowledge-Based Systems, 32: 101-115, 2012 (SCI, EI, 中国计算机学会C类期刊)

17. Shaojie Qiao, Tianrui Li, Yan Yang, et al, Managing uncertainty in web-based social networks, International Journal of Uncertainty Fuzziness and Knowledge-Based Systems, 20: 147-158, 2012 (SCI, EI, 中国计算机学会C类期刊)

18. Yan Yang, Kamel Mohamed, An Aggregated Clustering Approach Using Multi-Ant Colonies Algorithms, Pattern Recognition, 39(7): 1278-1289, 2006 (SCI, EI, 中国计算机学会B类期刊)

19. Hao Wang, Yan Yang, Tianrui Li, Multi-View Clustering via Concept Factorization with Local Manifold Regularization, IEEE International Conference on Data Mining (ICDM2016), (中国计算机学会B类会议)

20. Chao Guo, Yan Yang, Hong Pan, Tianrui Li, Weidong Jin, Fault Analysis of High Speed Train with DBN Hierarchical Ensemble, International Joint Conference on Neural Networks (IJCNN2016), pp 2552-2559, 2016 (EI, 中国计算机学会C类会议)

21. Qiang Deng, Yan Yang, Mengjiao He, Huanlai Xing, Locally adaptive feature weighting for multi-view clustering, 12th International FLINS Conference, FLINS2016, pp 139-145

22. Mengjiao He, Yan Yang, Hongjun Wang, Learning Latent Features for Multi-view clustering based on NMF, International Joint Conference (IJCRS2016), LNAI9920, pp 459-469, 2016 (EI)

23. Xiaolong Meng, Yan Yang, Hongjun Wang, Fuzzy spectral partition ensemble based on occasion, 10th International Conference on Intelligent Systems and Knowledge Engineering (ISKE2015), pp 40-45, 2015 (EI)

24. Qi Yang, Hongjun Wang, Tianrui Li, Yan Yang, Deep Belief Networks Oriented Clustering, 10th International Conference on Intelligent Systems and Knowledge Engineering (ISKE2015), pp 58-65, 2015 (EI)

25. Wenchao Xiao, Yan Yang, Huanlai Xing, Xiaolong Meng, Clustering Algorithm Based on Fruit Fly Optimization, 10th International Conference on Rough Sets and Knowledge Technology (RSKT2015), pp 408-419, 2015 (EI)

26. Jinwei Yuan, Yan Yang, Zhen Jia, Hongfeng Yin, Junfu Huang, Jie Zhu, Entity Recognition and Linking in Chinese Search Queries, 4th CCF Conference on Natural Language Processing and Chinese Computing, pp 507-519, 2015 (EI)

27. Zhonglin Ye, Zheng Jia, Yan Yang, Junfu Huang, Hongfeng Yin, Research on Open Domain Question Answering System, 4th CCF Conference on Natural Language Processing and Chinese Computing, pp 527-540, 2015 (EI)

28. Yan Yang, Xuyao Lu, Dai Qi, Hongjun Wang, Prediction Analysis of the Railway Track State Based on PCA-RBF Neural Network, Foundations and Applications of Intelligent Systems in Advances in Intelligent Systems and Computing Volume 213, pp 99-109, 2014 (EI)

29. Wenchao Xiao, Yan Yang, Hongjun Wang, Yingge Xu, Clustering Ensemble and Application in HST Dataset, IEEE International Conference on Data Mining Workshop (ICDMW2014), pp 213-220, 2014 (EI, 中国计算机学会B类会议)

30. Jipeng Xie, Yan Yang, Tianrui Li, Weidong Jin, Learning Features from High Speed Train Vibration Signals with Deep Belief Networks, International Joint Conference on Neural Networks (IJCNN2014), pp 2205-2210, 2014 (EI, 中国计算机学会C类会议)

31. Jingjing Zhao, Yan Yang, Tianrui Li, Weidong Jin, Application of Empirical Mode Decomposition and Fuzzy Entropy to High-speed Rail Fault Diagnosis, 8th International Conference on Intelligent Systems and Knowledge Engineering, pp 93-103, 2013 (EI)

32. Dahai Chen, Yan Yang, Hongjun Wang, et al. Convergence Analysis of Semi-supervised Clustering Ensemble, 3rd IEEE International Conference on Information Science and Technology, pp 783-788, 2013 (EI)

33. Xuyao Lu, Yan Yang, Hongjun Wang, Selective Clustering Ensemble Based on Covariance, 11th International Conference on Multiple Classifier Systems, LNCS7872, pp 179–189, 2013 (EI)

34. Haishen Wang, Yan Yang, Hongjun Wang, Dahai Chen, Soft-Voting Clustering Ensemble, 11th International Conference on Multiple Classifier Systems, LNCS7872, pp 307–318, 2013 (EI)

35. Amjad Mahmood, Tianrui Li, Yan Yang, et al. Semi-Supervised Cluster Ensemble for Web Video Categorization, 11th International Conference on Multiple Classifier Systems, LNCS7872, pp 190–200, 2013 (EI)

36. Amjad Mahmood, Tianrui Li, Yan Yang, et al., Semi-Supervised Clustering Ensemble Evolved by Genetic Algorithm for Web Video Categorization, 9th International Conference on Advanced Data Mining and Applications (ADMA 2013), Part II, LNAI 8347, pp. 1–12, 2013 (EI)

37. Fei, Teng, Hao Yang, Tianrui Li, Yan Yang, Zhao Li, Scheduling Real-time Workflow on MapReduce-based Cloud, 3rd International Conference on Innovative Computing Technology, pp 117-122, 2013 (EI)

38. Yan Yang, Hongjun Wang, et al. Semi-supervised clustering ensemble based on multi-ant colonies algorithm, LNAI7414, pp 302-309, 2012 (EI)

39. Yan Yang, Xianhua Ni, Hongjun Wang, et al. Parallel Implementation of Ant-based Clustering Algorithm Based on Hadoop, 3rd International Conference on Swarm Intelligence, pp 190-197, 2012 (EI)

40. Feifei Huang, Yan Yang, et al. Semi-supervised hierarchical co-clustering, 7th International Conference on Rough Sets and Knowledge Technology, LNAI7414, pp 310-319, 2012 (EI)

41. Jinyuan Zhang, Yan Yang, Hongjun Wang, et al. Semi-supervised clustering ensemble based on collaborative training, 7th International Conference on Rough Sets and Knowledge Technology, LNAI7414, pp 450-455, 2012 (EI)

42. Xianhua Ni, Yan Yang, tonny Rutayisire, Hongjun Wang, A Hybrid Approach to Selecting Informative Constraints for Semi-Supervised Clustering, 10th International FLINS Conference on Uncertainty Modeling in Knowledge Engineering and Decision Making, pp 833-838, 2012 (EI)

43. Hongjun Wang, Tao Li, Tianrui Li, Yan Yang, Exemplars-constraints for Semi-supervised Clustering, 8th International Conference on Advanced Data Mining and Applications, pp 115-126, 2012 (EI)

44. Chao Lin, Yan Yang, Tonny Rutayisire, A Parallel Cop-Kmeans Clustering Algorithm Based on MapReduce Framework, 6th International Conference on Intelligent Systems and Knowledge Engineering, pp 93-102, 2011 (EI)

45. Tonny Rutayisire, Yan Yang, Chao Lin, Jinyuan Zhang, A Modified Cop-Kmeans Algorithm Based on Sequenced Cannot-Link Set, LNAI6954, Springer, pp 217-225, 2011 (EI)

46. Hengzheng Kang, Yan Yang, Jintan Chen, An Ensemble Method of Adaptive Multiple Classifiers, 5th International Conference on Intelligent Systems & Knowledge Engineering, pp 215-217, 2010 (EI)

47. Guangxing Li, Yan Yang, Multi-density clustering algorithm based on grid adjacency relation, IEEE Chinese Conference on Pattern Recognition, pp 43-47, 2010 (EI)

Edited Book

JingTao Yao, Yan Yang, Slowinski Roman, Greco Salvatore, Huaxiong Li, Mitra Sushmita, Polkowski Lech, Rough Sets and Current Trends in Computing, Springer, ISBN 978-3-642-32114-6, 2012, 8

Guest Editors

James F. Peters, Andrzej Skowron, Tianrui Li,Yan Yang, JingTao Yao, Hung Son Nguyen, Preface, Transactions on Rough SetsXVIII, Lecture Notes in Computer Science 8449, 2014 (EI)

 

Last updated on Feb. 19, 2017. Copyright © 2017 Yan Yang