近五年代表性学术论文、专著 |
1.Shanshan Wang, Qiben Yan, Zhenxiang Chen, Bo Yang, Chuan Zhao, Mauro Conti, Detecting Android Malware Leveraging Text Semantics of Network Flows, IEEE Transactions on Information Forensics and Security, 13(5): 1096-1109, 2018 2.Lin Wang, Jeff Orchard, Investigating the Evolution of a Neuroplasticity Network for Learning, IEEE Transactions on Systems, Man, and Cybernetics: Systems, in press, 2017 3.Lin Wang, Bo Yang, Yuehui Chen, Xiaoqian Zhang, Jeff Orchard, Improving Neural-Network Classifiers using Nearest Neighbor Partitioning, IEEE Transactions on Neural Networks and Learning Systems, 28(10):2255-2267, 2017 4.Lin Wang, Bo Yang, Shoude Wang, Zhifeng Liang, Building Image Feature Kinetics for Cement Hydration using Gene Expression Programming with Similarity Weight Tournament Selection, IEEE Transactions on Evolutionary Computation, 19(5):679-693, 2015 5.Zhenxiang Chen, Qiben Yan, Hongbo Han, Shanshan Wang, Lizhi Peng, Lin Wang, Bo Yang, Machine learning based mobile malware detection using highly imbalanced network traffic, Information Sciences, 433: 346-364, 2018 6.Zhiquan Feng, Bo Yang, Tao Xu, Xiaohui Yang, We Xie, Changsheng Ai, Zhenxiang Chen, FM: Flexible mapping from one gesture to multiple semantics, Information Sciences, 467:654-669, 2018 7.Hanbo Deng, Lizhi Peng, Haibo Zhang, Bo Yang, Zhenxiang Chen, Ranking-based Biased Learning Swarm Optimizer for Large-Scale Optimization, Information Sciences, 493(16): 120-137, 2019 8.Ying Pang, Lizhi Peng, Zhenxiang Chen, Bo Yang, Hongli Zhang, Imbalanced learning based on adaptive weighting and Gaussian function synthesizing with an application on Android malware detection, Information Sciences, 484(1): 95-112, 2019 9.Lizhi Peng, Hongli Zhang, Haibo Zhang, Bo Yang, A Fast Feature Weighting Algorithm of Data Gravitation Classification, Information Sciences, 375(1): 54-78, 2017 10.Lizhi Peng, Hongli Zhang, Bo Yang, Yuehui Chen, A New Approach for Imbalanced Data Classification Based on Data Gravitation, Information Sciences, 288(20): 347-373, 2014. 11.Lin Wang, Bo Yang, Yuehui Chen, Improving Particle Swarm Optimization using Multi-Layer Searching Strategy, Information Sciences, 274:70-94, 2014 12.Ke Ji, Hong Shen, Addressing cold-start: Scalable recommendation with tags and keywords, Knowledge-Based Systems, 83: 42-50, 2015 13.Ke Ji, Runyuan Sun, Wenhao Shu, Xiang Li, Next-song recommendation with temporal dynamics, Knowledge-Based Systems, 88: 134-143, 2015 14.Ke Ji, Zhenxiang Chen, Runyuan Sun, Kun Ma, Zhongjie Yuan, Guandong Xu, GIST: A generative model with individual and subgroup-based topics for group recommendation, Expert Systems with Applications, 94: 81-93, 2018 15.Xue Lin, Dongmei Niu, Xiuyang Zhao, Bo Yang, Caiming Zhang, A novel method for graph matching based on belief propagation, Neurocomputing, 325:131-141, 2019 16.Ke Ji, Hong Shen, Jointly modeling content, social network and ratings for explainable and cold-start recommendation, Neurocomputing, 218: 1-12, 2016 17.Ke Ji, Hong Shen, Making recommendations from Top-N user-item subgroups, Neurocomputing, 165: 228-237, 2015 18.Shanshan Wang, Zhenxiang Chen, Qiben Yan, Bo Yang, Lizhi Peng, Zhongtian Jia, A mobile malware detection method using behavior features in network traffic, Journal of Network and Computer Applications, 133:15-25, 2019 19.Yuxi Xie, Lizhi Peng, Zhenxiang Chen, Bo Yang, Hongli Zhang, Generative learning for imbalanced data using the Gaussian mixed model, Applied Soft Computing, 79(6): 439-451, 2019. 20.Lizhi Peng, Haibo Zhang, Yuehui Chen, Bo Yang, Imbalanced traffic identification using an imbalanced data gravitation-based classification model, Computer Communications, 102(1): 177–189, 2017 21.Zhenxiang Chen, Lizhi Peng, Chongzhi Gao, Bo Yang, Yuehui Chen, Jin Li, Flexible neural trees based early stage identification for IP traffic, Soft Computing, 21(8):1-12, 2017 22.Kun Ma, Ziqiang Yu, Ke Ji, Bo Yang, Stream-based live public opinion monitoring approach with adaptive probabilistic topic model, Soft Computing, 23(16):7451-7470, 2018 23.Kun Ma, Bo Yang, Zhe Yang, Ziqiang Yu, "Segment Access-aware Dynamic Semantic Cache in Cloud Computing Environment," Journal of Parallel and Distributed Computing 110 (12): 42-51, 2017, 24.Dongmei Niu, Han Guo, Xiuyang Zhao, Caiming Zhang, Three-dimensional salient point detection based on the Laplace–Beltrami eigenfunctions, The Visual Computer, in press, 2019 25.Jun Dou, Dongmei Niu, Zhiquan Feng, Xiuyang Zhao, Robust non-rigid point set registration method based on asymmetric Gaussian and structural feature, IET Computer Vision, 12 (6): 806-816, 2018 26.Suliang Yu, Dongmei Niu, Liangliang Zhang, Mingjun Liu, Xiuyang Zhao, Color image retrieval based on the hypergraph combined with a weighted adjacent structure. IET Computer Vision, 12 (5): 563-569, 2018 27.Zhang Yulin, Zhao Xiuyang, Wavelet Adaptive Algorithm and Its Application to MRE Noise Control System, Shock and Vibration, 2015: 1-5, 2015 28.Kun Ma, Fusen Dong, Bo Yang, Large-Scale Schema-Free Data Deduplication Approach with Adaptive Sliding Window Using MapReduce, The Computer Journal, 58(11): 3187-3201, 2015 29.Kun Ma, Ajith Abraham, Bo Yang, Intelligent Web Data Management: Software Architectures and Emerging Technologies, Springer International Publishing, 2016 30.Kun Ma, Advances in Multi-tenant Architecture, LAP LAMBERT Academic Publishing, 2014 |
