· 機器學習及其在醫療、交通、金融大數據的應用(Machine Learning and its Applications)
· 異常檢測(Anomaly Detection)
· 腦機接口(Brain Computer Interface)
相關研究目前已在Chaos、Fractals、Physical Review E、Nonlinear Dynamics、Communications in Nonlinear Science and Numerical Simulation、Computer methods and programs in biomedicine、Physica A等國際學術期刊或會議上發表學術論文20余篇,其中1篇是ESI高被引論文。
Ziyu Jia, Youfang Lin, Zehui Jiao, Yan Ma, Jing Wang(通訊), Detecting Causality in Multivariate Time Series via Non-Uniform Embedding, Entropy 21(12) (2019): 1233. (SCIE-An3)
Lei Wang, Youfang Lin, Jing Wang(通訊), A RR interval based automated apnea detection approach using residual network, Computer methods and programs in biomedicine 176 (2019): 93-104. (SCIE-An3)
Jiayi He, Pengjian Shang, Jing Wang(通訊), A complexity measure for heart rate signals, Physica A: Statistical Mechanics and its Applications 533 (2019) 122054. (SCIE-An3)
Yunxiao Liu, Youfang Lin, Jing Wang(通訊), Pengjian Shang, Refined generalized multiscale entropy analysis for physiological signals, Physica A: Statistical Mechanics and its Applications 490 (2018) 975-985. (SCIE-An3)
Hui Xiong, Pengjian Shang, Jianan Xia, Jing Wang, Time irreversibility and intrinsics revealing of series with complex network approach, Physica A: Statistical Mechanics and its Applications, 499 (2018) 241-249. (SCIE-An3)
Xuegeng Mao, Pengjian Shang, Jing Wang and Yan Ma, Characterizing time series by extended complexity-entropy curves based on Tsallis, Rényi, and power spectral entropy, Chaos: An Interdisciplinary Journal of Nonlinear Science 28, 113106 (2018). (SCIE-An1)
Liangjie Wei, Youfang Lin, Jing Wang(通訊), Yan Ma, Time-Frequency Convolutional Neural Network for Automatic Sleep Stage Classification Based on Single-Channel EEG, 29th International Conference on Tools with Artificial Intelligence (ICTAI), Boston, MA, USA, 2017.11.06-11.08. (CCF-C會議)
Jing Wang, Pengjian Shang, Wenbin Shi, Xingran Cui, Dissimilarity Measure Based on Ordinal Pattern for Physiological signals. Communications in Nonlinear Science and Numerical Simulation 37 (2016) 115-124.(SCIE-An1)
Jianan Xia, Pengjian Shang, Jing Wang, Wenbin Shi. Permutation and weighted-permutation entropy analysis for the complexity of nonlinear time series. Communications in Nonlinear Science and Numerical Simulation 2016, 31(1): 60-68.(SCIE-An1)
Zhihao Wu, Youfang Lin, Jing Wang, Steve Gregory. Efficient Link Prediction with Node Clustering Coefficient. Physica A: Statistical Mechanics and its Applications. 452(15): 1-8, 2016. (SCIE-An3)
Wenbin Shi, Pengjian Shang, Jing Wang, Large deviations estimates for the multiscale analysis of traffic speed time series, Physica A: Statistical Mechanics and its Applications 421 (2015) 562-570.(SCIE-An3)
Jing Wang, Pengjian Shang, Jianan Xia, Wenbin Shi, EMD based refined composite multiscale entropy analysis of complex signals, Physica A: Statistical Mechanics and its Applications 421 (2015) 583-593.(SCIE-An3)
Jing Wang, Pengjian Shang, Xingran Cui, Multiscale multifractal analysis of traffic signals to uncover richer structures, Physical Review E 89 (2014) 032916.(SCIE-An2)
Jing Wang, Pengjian Shang, A. Lin, Y. Chen, Segmented Inner Composition Alignment to detect coupling of different subsystems, Nonlinear Dynamics 76 (2014) 1821-1828. (SCIE-An1)
Xiaojun Zhao, Pengjian Shang, Jing Wang, Measuring the asymmetric contributions of individual subsystems, Nonlinear Dynamics 78:2 (2014) 1149-1158. (SCIE-An1)
Wenbin Shi, Pengjian Shang, Jing Wang, Aijin Lin, Multiscale multifractal detrended cross-correlation analysis of financial time series, Physica A: Statistical Mechanics and its Applications 403 (2014) 35-44.(SCIE-An3)
Jianan Xia, Pengjian Shang, Jing Wang, Wenbin Shi, Classifying of financial time series based on multiscale entropy and multiscale time irreversibility, Physica A: Statistical Mechanics and its Applications 400 (2014) 151-158. (SCIE-An3)
Jing Wang, Pengjian Shang, Keqiang Dong, Effect of linear and nonlinear filters on multifractal analysis, Applied Mathematics and Computation 224 (2013) 337-345. (SCIE-An2)
Jing Wang, Pengjian Shang, Xiaojun Zhao, Jianan Xia, Multiscale entropy analysis of traffic time series, International Journal of Modern Physics C 24:2 (2013) 1350006.(SCIE-An3)
Xiaojun Zhao, Pengjian Shang, Jing Wang, Measuring information interactions on the ordinal pattern of stock time series, Physical Review E 87 (2013) 002800.(SCIE-An2)
Jianan Xia, Pengjian Shang, Jing Wang, Estimation of local scale exponents for heartbeat time series based on DFA, Nonlinear Dynamics 74:4 (2013) 1183-1190. (SCIE-An2)
Jing Wang, Pengjian Shang, W. Ge, Multifractal Cross-Correlation Analysis Based on Statistical Moments, Fractals 20:3 (2012) 271-279. (SCIE-An2,ESI高被引論文)
Xiaojun Zhao, Pengjian Shang, Chuang Zhao, Jing Wang, Rui Tao, Minimizing the trend effect on detrended cross-correlation analysis with empirical mode decomposition, Chaos, Solitons & Fractals 45 (2012) 166–173.(SCIE-An3)
Chongfeng Xue, Pengjian Shang, Jing Wang, Multifractal detrended cross-correlation analysis of BVP model time series, Nonlinear Dynamics 69 (2012) 263-273.(SCIE-An1)
Jing Wang, Pengjian Shang, Xiaojun Zhao, A New Traffic Speed Forecasting Method Based On Bi-pattern Recognition, Fluctuation and Noise Letters 10:1 (2011) 59-75. (SCIE-An4)
社會兼職
IEEE member;
中國計算機學會專業會員;
中國人工智能學會協會會員;
國際學術期刊審稿人:
Journal of Medical Internet Research
IEEE Transactions on Biomedical Engineering
IEEE Transactions on Neural Systems & Rehabilitation Engineering
Computers in Biology and Medicine
Physica A: Statistical Mechanics and Its Applications