Selected Papers

2019

1. Hao Wang, Yan Yang, Bing Liu, Hamido Fujita, A Study of Graph-based System for Multi-view Clustering, Knowledge-Based Systems, 163: 1009–1019, 2019 (SCI, EI, 中国计算机学会C类期刊)

2. Yiling Zhang, Yan Yang, Tianrui Li, Hamido Fujita, A multitask multiview clustering algorithm in heterogeneous situations based on LLE and LE, Knowledge-Based Systems, 163: 776-786, 2019 (SCI, EI, 中国计算机学会C类期刊)

3. Wenting Ye, Hongjun Wang, Shan Yan, Tianrui Li, Yan Yang, Nonnegative matrix factorization for clustering ensemble based on dark knowledge, Knowledge-Based Systems, 163: 624-631, 2019 (SCI, EI, 中国计算机学会C类期刊)

4. Qi Rao, Yan Yang, Yongquan Jiang, Condition Recognition of High Speed Train Bogie Based on Multi-view Kernel FCM, Big data mining and analytics, 2(1): 1-11, 2019

2018

5. 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 Trans. Cloud Computing 6(3): 857-867, 2018 (SCI, EI)

6. Yan Yang, Hao Wang, Multi-view Clustering: A Survey, Big data mining and analytics, 1(2): 83-107, 2018

7. Yan Yang, Preface, ACM International Conference Proceeding Series, p VII, 2018 the 2nd International Conference on Advances in Image Processing (ICAIP2018), ISBN-13: 9781450364607 (EI)

8. Chao Guo, Yan Yang, Yongquan Jiang, Tianrui Li, Condition analysis of high-speed train based on similarity ratio and MDBN, Computing in Science and Engineering, 2018 (SCI, EI)

9. Xiaojing Chang, Yan Yang, Hongjun Wang, Multi-view Construction for Clustering Based on Feature set Partitioning, Proceedings of International Joint Conference on Neural Networks (IJCNN2018), pp.2319-2326, 2018 (EI, 中国计算机学会C类会议)

10. Dongjie Wang, Yan Yang, Shangming Ning, DeepSTCL: A Deep Spatiotemporal ConvLSTM for Travel Demand Prediction, Proceedings of International Joint Conference on Neural Networks (IJCNN2018), pp.2897-2904, 2018 (EI, 中国计算机学会C类会议)

11. Fangjuan Zhang, Yan Yang, Precise Stipend of Undergraduates Based on Multi-view and Classification Ensemble, Proceedings of ACM Turing Celebration Conference-China, pp.117-118, 2018 (EI)

2017

12. Jie Hu, Tianrui Li, Chuan Luo, Hamido Fujita, Yan Yang, Incremental fuzzy cluster ensemble learning based on rough set theory. Knowledge-Based Systems, 132: 144-155, 2017 (SCI, EI, 中国计算机学会C类期刊)

13. Shengdong Du, Tianri Li, Xun Gong, Yan Yang, Shi-Jinn Horng, Traffic Flow Forecasting Based on Hybrid Deep Learning Framework, Proceedings of 12th International Conference on Intelligent Systems and Knowledge Engineering, 2017 (EI)

14. Peirui Zhang, Yan Yang, Bo Peng, Mengjiao He, Multi-view Clustering Algorithm Based on Variable Weight and MKL, Proceedings of International Joint Conference on Rough Sets (IJCRS2017), LNAI10313, pp 599-610, 2017 (EI)

15. Yingge Xu, Yan Yang, Hongjun Wang, Jie Hu, An Overlapping Clustering Approach with Distinct Overlapped Weight, Proceedings of International Joint Conference on Rough Sets (IJCRS2017), LNAI10313, pp 611–619, 2017 (EI)

16. Fei Teng, Rong Tang, Yan Yang, Hongjie Wang, Rongjie Dai, Temporal Prediction Model for Social Information Propagation, Proceedings of International Joint Conference on Rough Sets (IJCRS2017), LNAI10313, pp 465-476, 2017 (EI)

17. Hao Wang, Yan Yang, Bo Peng, Qin Chen, A Thyroid Nodule Classification Method Based on TI-RADS, Proceedings of 9th International Conference on Image Processing (ICDIP2017), pp 1042041-1-1042041-5, 2017 (EI)

2016

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

19. 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)

20. 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)

21. 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)

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

23. Waleed M. H, Bo Peng, Yan Yang, Qin Chen, An Interactive segmentation algorithm for Thyroid Nodules in Ultrasound images, Proceedings of 12th International Conference on Intelligent Computing Methodologies (ICIC2016), LNCS9773, pp 107-115, 2016 (EI)

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

25. Zhonglin Ye, Yan Yang, Zhen Jia, Hongfeng Yin, Character Relation Extraction Based on the Combination of Multi-view Ensemble and Multi-classifier Ensemble, Proceedings of 2nd IEEE International Conference on Computer and Communications (ICCC2016), pp 629-632, 2016 (EI)

2015

26. Shudong Huang, Hongjun Wang, Tao Li, Yan Yang, Tianrui Li, Constraint Co-projections for Semi-supervised Co-clustering, IEEE Transactions on Cybernetics,46(12): 3047-3058, 2015 (SCI, EI, 中国计算机学会B类期刊)

27. 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)

28. 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)

29. 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

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

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

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

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

2014

34. 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)

35. 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)

36. 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)

37. 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)

38. 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)

39. 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)

40. Wenchao Xiao, Yan Yang, Hongjun Wang, Yingge Xu, Clustering Ensemble and Application in HST Dataset, Proceedings of IEEE International Conference on Data Mining Workshop (ICDMW2014), pp 213-220, 2014 (EI)

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

2005-2013

42. 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)

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

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

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

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

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

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

49. 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)

50. 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)

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

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

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

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

55. Xianhua Ni, Yan Yang, tonny Rutayisire, Hongjun Wang, A Hybrid Approach to Selecting Informative Constraints for Semi-Supervised Clustering, Proceedings of 10th International FLINS Conference, pp 833-838, 2012 (EI)

56. Yan Yang, Mohamed Kamel, 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)

57. Yan Yang, Mohamed Kamel, Fan Jin, Topic Discovery from Document using Ant-based Clustering Combination, Proceedings of 7th Asia-Pacific Web Conference on Web Technologies Research and Development (APWeb2005), LNCS3399, pp100-108, 2005 (SCI, EI, 中国计算机学会C类会议)

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 Dec. 18, 2018. Copyright © 2018 Yan Yang