Zhang Qingchen, Yang Laurence T., Chen Zhikui, Li Peng and Bu Fanyu. An Adaptive Dropout Deep Computation Model for Industrial IoT Big Data Learning with Crowdsourcing to Cloud Computing. IEEE Transactions on Industrial Informatics. 2019, 15(4): 2330-2337. [PDF]
Liang Zhao, Zhikui Chen, Yi Yang, Liang Zou, Z. Jane Wang. ICFS: Clustering with Multiple Representatives for Large Data. IEEE Transactions on Neural Networks and Learning Systems. 2019, 30(3): 728-738.[PDF]
Liang Zhao, Zhikui Chen, Laurence T. Yang, M. Jamal Deen, Z. Jane Wang. Deep Semantic Mapping for Heterogeneous Multimedia Transfer Learning Using Co-Occurrence Data. ACM Transactions on Multimedia Computing, Communications, and Applications. 2019, 15(1s): 9:1-9:21.[PDF]
Jing Gao, Peng Li, Zhikui Chen. A canonical polyadic deep convolutional computation model for big data feature learning in Internet of Things. Future Gener. Comput. Syst. 2019, 99: 508-516.
Jianing Du, Zhikui Chen, Fangming Zhong, Xiru Qiu. STCMH with minimal semantic loss. IET Image Processing. 2019,13(13) 2529-2537.[PDF]
Yu Ma, Zhikui Chen, Xiru Qiu and Liang Zhao. Robust and Graph Regularized Non-Negative Matrix Factorization for Heterogeneous Co-Transfer Clustering. International Journal of Computational Science and Engineering. 2019, 18(1):29-38. [PDF].
Xiru Qiu, Zhikui Chen, Liang Zhao, Chengsheng Hu. Unsupervised multi-view non-negative for law data feature learning with dual graph-regularization in smart Internet of Things. Future Generation Computer Systems. 2019,100:523–530.[PDF]
Qingchen Zhang,Man Lin,Laurence T.Yang. A Double Deep Q-learning Model for Energy-efficient Edge Scheduling. IEEE Transactions on Services Computing. 2019,12(5): 739-749.[PDF]
Zhang Qingchen, Yang Laurence T., Castiglione Arcangelo, Chen Zhikui and Li Peng. Secure Weighted Possibilistic c-Means Algorithm on Cloud for Clustering Big Data. Information Sciences. 2019,479: 515-525. (JCR I)[PDF]
Qingchen Zhang, Man Lin, Laurence T. Yang, Zhikui Chen and Peng Li. Energy-Efficient Scheduling for Real-Time Systems Based on Deep Q-Learning Model. IEEE Transactions on Sustainable Computing. 2019, 4(1): 132-141.[PDF]
Peng Li, Zhikui Chen,Laurence T.Yang. An Incremental Deep Convolutional Computation Model for Feature Learning on Industrial Big Data. IEEE Transactions on Industrial Informatics. 2019, 15(3): 1341-1349.[PDF]
