代表性学术成果

人工智能

1. He Hu; Wang Qilin; Yang Xu*; Lei Yunlin; Cai Jian; Deng Ning; A Memory Neural System Built Based on Spiking Neural Network. Neurocomputing. 2021. (SCI二区，IF: 4.438)

2. Liu Jing; Yang Xu*; Zhu Yimeng; Lei Yunlin; Cai Jian; Wang Miao; Huan Ziyi; Lin Xialv; How Neuronal Noises Influence Spiking Neural Networks's Cognitive Learning Process: A Preliminary Study. Brain Sciences. 2021, 11(2), 153. (SCI三区， IF:3.332)

3. Yang, X.*, Lin, J., Zheng, W. et al. Research on learning mechanism designing for equilibrated bipolar spiking neural networks. Artificial Intelligence Review, 2020. 53, 5189–5215. (SCI 二区，IF: 5.747)

4. Yang X, Liu G, Deng S, et al. Exploration of a mechanism to form bionic, self-growing and self-organizing neural network[J]. Artificial Intelligence Review, (2019) 52(1): 585-605.(SCI 二区，IF: 5.747)

5. Zenghao Chai, Xu Yang*, Zhilin Liu, Yunlin Lei, Wenhao Zheng, Mengyao Ji, and Jinfeng Zhao. Correlation Analysis Based Neural Network Self-organizing Genetic Evolutionary Algorithm, IEEE Access, vol. 7, pp. 135099-135117, 2019. (SCI 二区，IF: 3.745)

6. Hu He, Yingjie Shang, Xu Yang*, Yingze Di, Jiajun Lin, Yimeng Zhu, Wenhao Zheng, Jinfeng Zhao, Mengyao Ji, Liya Dong, Ning Deng, Yunlin Lei, Zenghao Chai, Constructing an Associative Memory System Using Spiking Neural Network, Frontiers in Neuroscience, 2019, Vol. 13, p: 650. (SCI 二区，IF: 3.707)

7. Hu He, Xu Yang*, Zhiheng Xu, Ning Deng, Yingjie Shang, Guo Liu, Mengyao Ji, Wenhao Zheng, Jinfeng Zhao, Liya Dong, Implementing artificial neural networks through bionic construction, PLOS One, Vol. 14, No.2 : e0212368, 2019. (SCI 三区，IF: 2.776)

8. Yang, Xu*; Deng, Songgaojun; Ji, Mengyao; Zhao, Jinfeng; Zheng, Wenhao. Neural Network Evolving Algorithm Based on the Triplet Codon Encoding Method. Genes 2018. 9, no. 12: 626. (SCI 三区，IF: 3.759)

数据科学

1. Peng Tu; Chen Xiaoya; Wan Ming; Jin Lizhu; Wang Xiaofeng; Du Xuejie; Ge Hui*; Yang Xu*; The Prediction of Hepatitis E through Ensemble Learning. International Journal of Environmental Research and Public Health. 2021, 18(1), 159. (SCI三区，IF：2.849)

2. Hui Ge, Keyan Gao, Shaoqiong Li, Wei Wang, Qiang Chen, Xialv Lin, Ziyi Huan, Xuemei Su *, Xu Yang*. An Automatic Approach Designed for Inference of the Underlying Cause-of-death of Citizens. International Journal of Environmental Research and Public Health. 2021, 18(5), 2414. (SCI三区，IF：2.849)

3. Lin Xialv; Wang Xiaofeng; Wang Yuhan; Du Xuejie; Jin Lizhu; Wan Ming*; Ge Hui*; Yang Xu*; Optimized Neural Network Based on Genetic Algorithm to Construct Hand-Foot-and-Mouth Disease Prediction and Early-Warning Model, International Journal of Environmental Research and Public Health, 2021, 18(6): 2959. (SCI三区，IF：2.849)

4. Wei Wei; Yang Xu*; Comparison of Diagnosis Accuracy between Back-propagation Artificial Neural Network Model and Linear Regression in Digestive Diseases Patients: An Empirical Research. Computational and Mathematical Methods in Medicine. 2021. (SCI四区，IF: 1.770)

5. Gao Keyan; Yang Xu*; Wu Chenxia; Qiao Tingting; Chen Xiaoya; Yang Min; Chen Ling; Exploiting Location-Based Context for POI Recommendation When Traveling to a New Region. IEEE Access, vol. 8, pp. 52404-52412, 2020. (SCI 二区，IF: 3.745)

6. Yang, X.*; Chen, G.; Qian, Y.; Wang, Y.; Zhai, Y.; Fan, D.; Xu, Y. Prediction of Myopia in Adolescents through Machine Learning Methods. Int. J. Environ. Res. Public Health 2020, 17(2), 463. (SCI 三区，IF: 2.849)

7. Peng Tu; Yang Xu*; Xu Zi; Liang Yu; Constructing Environmental Friendly Low Carbon Emission Intelligent Transportation System Based on Big Data and Machine Learning Methods. Sustainability. 2020, 12(19), 8118. (SCI三区，IF:2.576)

8. Ge Hui; Fan Debao; Wan Ming; Jin Lizhu; Wang Xiaofeng; Du Xuejie; Yang Xu*; How to Determine Early Warning Threshold Value of Meteorological Factors on Influenza Through Big Data Analysis and Machine Learning. Computational and Mathematical Methods in Medicine, 2020, 8845459. (SCI四区，IF: 1.770)

9. Xu Yang *, Billy Zimba, Tingting Qiao, Keyan Gao, Xiaoya Chen. Exploring IoT Location Information to Perform Point of Interest Recommendation Engine: Traveling to a New Geographical Region, Sensors, Vol. 19, No. 5: 992, 2019. (SCI 三区，IF: 3.275)

10. Wei Wei, Xiaoning Wu, Jialing Zhou, Yameng Sun, Yuanyuan Kong*, and Xu Yang*, Noninvasive Evaluation of Liver Fibrosis Reverse Using Artificial Neural Network Model for Chronic Hepatitis B Patients, Computational and Mathematical Methods in Medicine, vol. 2019, Article ID 7239780. (SCI四区，IF: 1.770)

11. Xu Yang*, Shixin Luo, Keyan Gao, Tingting Qiao and Xiaoya Chen. Application of Data Science Technologies in Intelligent Prediction of Traffic Congestion, Journal of Advanced Transportation, vol. 2019, Article ID 2915369, 14 pages, 2019. (SCI四区，IF: 1.670)

12. Yu, Canqing, Tang, Haijing, Guo, Yu, Bian, Zheng, Yang, Ling, Chen, Yiping, Tang, Aiyu, Zhou, Xue, Yang, Xu, Chen, Junshi, Chen, Zhengming, Lv, Jun, Li, Liming, Hot Tea Consumption and Its Interactions With Alcohol and Tobacco Use on the Risk for Esophageal Cancer A Population-Based Cohort Study. Ann Intern Med, 2018;168(7):489-497. (SCI 一区，IF: 21.317)

13. Haijing Tang, Taoyi Wang, Mengke Li, and Xu Yang*, The Design and Implementation of Cardiotocography Signals Classification Algorithm Based on Neural Network, Computational and Mathematical Methods in Medicine, vol. 2018, Article ID 8568617, 12 pages, 2018. (SCI四区，IF: 1.770)

14. Tang H, Liang Y, Huang Z, Wang T, Lin H, Du Y, Yang X*, Ding G. Key Technology of Real-Time Road Navigation Method Based on Intelligent Data Research [J]. Computational Intelligence and Neuroscience, 2016, 2016:4. (SCI三区，IF:2.284)

并行计算

1. Lin, T.; Yang, X.*; Wang, T.; Peng, T.; Xu, F.; Lao, S.; Ma, S.; Wang, H.; Hao, W. Implementation of High-Performance Blockchain Network Based on Cross-Chain Technology for IoT Applications. Sensors. 2020, 20, 3268. (SCI 三区，IF: 3.275)

2. Yang, Xu; Hou, Yumin; He, Hu*. A Processing-in-Memory Architecture Programming Paradigm for Wireless Internet-of-Things Applications. Sensors 19, no. 1: 140. 2019. (SCI 三区，IF: 3.275)

3. Xu Yang, Yumin Hou, Junping Ma, Hu He*. CDSP: A Solution for Privacy and Security of Multimedia Information Processing in Industrial Big Data and Internet of Things, Sensors, Vol. 19. No. 3 : 556, 2019. (SCI 三区，IF: 3.275)

4. He H, Yang X*, Zhang Y. On Improving Performance and Energy Efficiency for Register-File Connected Clustered VLIW Architectures for Embedded System Usage[J]. Computer Journal, 2017, 60(9):1338-1352. (SCI 四区，IF: 1.077)

5. Xu Yang, Mingbin Zeng, and Yanjun Zhang, “Implementing and Optimizing of Entire System Toolkit of VLIW DSP Processors for Embedded Sensor-Based Systems,” Scientific Programming, 2015, 2015:1-7. (SCI 四区，IF: 0.963)

6. Xu Yang, Path-Dividing Based Scheduling Algorithm for Reducing Energy Consumption of Clustered VLIW Architectures[J]. IEEE Transactions on Computers, vol.63, no.10, pp.2526-2539, Oct. 2014. (SCI 二区，IF: 2.711)

7. Haijing Tang, Xu Yang*, and Yanjun Zhang, Effort at Constructing Big Data Sensor Networks for Monitoring Greenhouse Gas Emission, International Journal of Distributed Sensor Networks, 2014, 10(2):1-7. (SCI 四区，IF: 1.151)

8. Xu Yang, Deyuan Guo, Hu He, Haijing Tang, and Yanjun Zhang. An Implementation of Message-Passing Interface over VxWorks for Real-Time Embedded Multi-Core Systems. The Computer Journal, vol. 57, no. 11, pp. 1756-1764, Nov. 2014.(SCI 四区，IF: 1.077)

9. Xu Y, Hu H. An Advanced Compiler Designed for a VLIW DSP for Sensors-Based Systems[J]. Sensors, 2012, 12(4):4466. (SCI 二区，IF: 3.275)