A novel kernel regularized nonhomogeneous grey model and its applications. - Xin Ma 004; Yisheng Hu; Zhibin Liu (Commun. Nonlinear Sci. Numer. Simul., 2017)

Improved GM(1, 1) model based on concave sequences and its applications. - Xinhai Kong; Peng Zhang 067; Xin Ma 004 (Grey Syst. Theory Appl., 2017)

Application of a novel time-delayed polynomial grey model to predict the natural gas consumption in China. - Xin Ma 004; Zhibin Liu (J. Comput. Appl. Math., 2017)

On the Entropy Points and Shadowing in Uniform Spaces. - Seyyed Alireza Ahmadi; Xinxing Wu; Zonghong Feng; Xin Ma 004; Tianxiu Lu (Int. J. Bifurc. Chaos, 2018)

Topological Ergodic Shadowing and Chaos on Uniform Spaces. - Xinxing Wu; Xin Ma 004; Zhu Zhu; Tianxiu Lu (Int. J. Bifurc. Chaos, 2018)

Predicting the oil production using the novel multivariate nonlinear model based on Arps decline model and kernel method. - Xin Ma 004; Zhibin Liu (Neural Comput. Appl., 2018)

A Novel Power-Driven Grey Model with Whale Optimization Algorithm and Its Application in Forecasting the Residential Energy Consumption in China. - Peng Zhang 067; Xin Ma 004; Kun She 001 (Complex., 2019)

Research on a novel fractional GM(α, n) model and its applications. - Wenqing Wu; Xin Ma 004; Yong Wang 032; Yuanyuan Zhang; Bo Zeng 002 (Grey Syst. Theory Appl., 2019)

Analysis of novel FAGM(1, 1, tα) model to forecast health expenditure of China. - Wenqing Wu; Xin Ma 004; Yuanyuan Zhang; Yong Wang 032; Xinxing Wu (Grey Syst. Theory Appl., 2019)

Various Shadowing in Linear Dynamical Systems. - Xinxing Wu; Xu Zhang 005; Xin Ma 004 (Int. J. Bifurc. Chaos, 2019)

Application of a novel nonlinear multivariate grey Bernoulli model to predict the tourist income of China. - Xin Ma 004; Zhibin Liu; Yong Wang 032 (J. Comput. Appl. Math., 2019)

Predicting China's energy consumption using a novel grey Riccati model. - Wenqing Wu; Xin Ma 004; Yong Wang 032; Wei Cai 007; Bo Zeng 002 (Appl. Soft Comput., 2020)

A new-structure grey Verhulst model for China's tight gas production forecasting. - Bo Zeng 002; Xin Ma 004; Meng Zhou (Appl. Soft Comput., 2020)

Forecasting manufacturing industrial natural gas consumption of China using a novel time-delayed fractional grey model with multiple fractional order. - Yu Hu; Xin Ma 004; Wanpeng Li; Wenqing Wu; Daoxing Tu (Comput. Appl. Math., 2020)

A novel multi-variable grey forecasting model and its application in forecasting the grain production in China. - Bo Zeng 002; Hui Li 072; Xin Ma 004 (Comput. Ind. Eng., 2020)

Hybrid extreme learning machine with meta-heuristic algorithms for monthly pan evaporation prediction. - Lifeng Wu; Guomin Huang; Junliang Fan; Xin Ma 004; Hanmi Zhou; Wenzhi Zeng (Comput. Electron. Agric., 2020)

Modeling Method of the Grey GM(1, 1) Model with Interval Grey Action Quantity and Its Application. - Bo Zeng 002; Xin Ma 004; Juanjuan Shi (Complex., 2020)

The Mean Sensitivity and Mean Equicontinuity in Uniform Spaces. - Xinxing Wu; Shudi Liang; Xin Ma 004; Tianxiu Lu; Seyyed Alireza Ahmadi (Int. J. Bifurc. Chaos, 2020)

A novel elastic net-based NGBMC(1, n) model with multi-objective optimization for nonlinear time series forecasting. - Lang Yu; Xin Ma 004; Wenqing Wu; Yong Wang 032; Bo Zeng 002 (Commun. Nonlinear Sci. Numer. Simul., 2021)

Energy price prediction using data-driven models: A decade review. - Hongfang Lu; Xin Ma 004; Minda Ma; Senlin Zhu (Comput. Sci. Rev., 2021)

Research and application of novel Euler polynomial-driven grey model for short-term PM10 forecasting. - Xiwang Xiang; Xin Ma 004; Minda Ma; Wenqing Wu; Lang Yu (Grey Syst. Theory Appl., 2021)

A novel neural grey system model with Bayesian regularization and its applications. - Xin Ma 004; Mei Xie; Johan A. K. Suykens (Neurocomputing, 2021)

A novel multivariate grey system model with conformable fractional derivative and its applications. - Wenqing Wu; Xin Ma 004; Bo Zeng 002; Hui Zhang; Peng Zhang 067 (Comput. Ind. Eng., 2022)

A novel fractional time-delayed grey Bernoulli forecasting model and its application for the energy production and consumption prediction. - Yong Wang 032; Xinbo He; Lei Zhang 006; Xin Ma 004; Wenqing Wu; Rui Nie; Pei Chi; Yuyang Zhang (Eng. Appl. Artif. Intell., 2022)

A novel self-adaptive fractional multivariable grey model and its application in forecasting energy production and conversion of China. - Yong Wang 032; Li Wang; Lingling Ye; Xin Ma 004; Wenqing Wu; Zhongsen Yang; Xinbo He; Lei Zhang 006; Yuyang Zhang; Ying Zhou; Yongxian Luo (Eng. Appl. Artif. Intell., 2022)

A novel fractional structural adaptive grey Chebyshev polynomial Bernoulli model and its application in forecasting renewable energy production of China. - Yong Wang 032; Rui Nie; Pei Chi; Xin Ma 004; Wenqing Wu; Binhong Guo; Xinbo He; Lei Zhang 006; Yuyang Zhang (Expert Syst. Appl., 2022)

A novel structure adaptive fractional discrete grey forecasting model and its application in China's crude oil production prediction. - Yong Wang 032; Lingling Ye; Zhongsen Yang; Xin Ma 004; Wenqing Wu; Li Wang; Xinbo He; Lei Zhang 006; Yuyang Zhang; Ying Zhou; Yongxian Luo (Expert Syst. Appl., 2022)

A Novel Exponential Time Delayed Fractional Grey Model and Its Application in Forecasting Oil Production and Consumption of China. - Yong Wang 032; Lei Zhang 006; Xinbo He; Xin Ma 004; Wenqing Wu; Rui Nie; Pei Chi; Yuyang Zhang (Cybern. Syst., 2023)

Application of a novel hybrid accumulation grey model to forecast total energy consumption of Southwest Provinces in China. - Xuemei Zhao; Xin Ma 004; Yubin Cai; Hong Yuan; Yanqiao Deng (Grey Syst. Theory Appl., 2023)

Distribution constraining for combating mode collapse in generative adversarial networks. - Yanxiang Gong; Minjiang Zhong; Yang Ji; Mei Xie; Xin Ma 004 (J. Electronic Imaging, 2023)

Urban natural gas consumption forecasting by novel wavelet-kernelized grey system model. - Xin Ma 004; Hongfang Lu; Minda Ma; Lifeng Wu; Yubin Cai (Eng. Appl. Artif. Intell., 2023)

A fast conjugate functional gain sequential minimal optimization training algorithm for LS-SVM model. - Lang Yu; Xin Ma 004; Shengjie Li (Neural Comput. Appl., 2023)

A novel fractional discrete grey model with variable weight buffer operator and its applications in renewable energy prediction. - Yong Wang 032; Pei Chi; Rui Nie; Xin Ma 004; Wenqing Wu; Binghong Guo (Soft Comput., 2023)

Forecasting the Natural Gas Supply and Consumption in China Using a Novel Grey Wavelet Support Vector Regressor. - Xin Ma 004; Yanqiao Deng; Hong Yuan (Syst., 2023)

Testing Generated Distributions in GANs to Penalize Mode Collapse. - Yanxiang Gong; Zhiwei Xie 002; Mei Xie; Xin Ma 004 (AISTATS, 2024)

A conformable fractional-order grey Bernoulli model with optimized parameters and its application in forecasting Chongqing's energy consumption. - Wenqing Wu; Xin Ma 004; Bo Zeng 002; Yuanyuan Zhang (Expert Syst. Appl., 2024)

A novel multi-fractional multivariate grey model for city air quality index prediction in China. - Lanxi Zhang; Xin Ma 004 (Expert Syst. Appl., 2024)

Research on novel nonlinear Bernoulli grey model with hybrid accumulation and its application in forecasting natural gas production and consumption. - Tianzi Li; Xin Ma 004; Wenqing Wu; Qingping He (Commun. Nonlinear Sci. Numer. Simul., 2025)

A residual learning-based grey system model and its applications in Electricity Transformer's Seasonal oil temperature forecasting. - Yiwu Hao; Xin Ma 004; Lili Song; Yushu Xiang (Eng. Appl. Artif. Intell., 2025)

Time-delayed fractional grey Bernoulli model with independent fractional orders for fossil energy consumption forecasting. - Xin Ma 004; Qingping He; Wanpeng Li; Wenqing Wu (Eng. Appl. Artif. Intell., 2025)

A novel unbiased multi-variable grey model. - Lanxi Zhang; Xin Ma 004; Qingping He; Tianzi Li (Grey Syst. Theory Appl., 2025)

Few-shot action recognition with temporal feature enhancement in fine-tuning. - Zhiwei Xie 002; Yanxiang Gong; Feiyang Sun; Mei Xie; Xin Ma 004 (Neurocomputing, 2025)

A novel fractional Bessel grey system model optimized by Salp Swarm Algorithm for renewable energy generation forecasting in developed countries of Europe and North America. - Xin Ma 004; Hong Yuan; Minda Ma; Lifeng Wu (Comput. Appl. Math., 2025)