Xin Ma

Overview

Best Publications

• Hybrid decision tree-based machine learning models for short-term water quality prediction.

  Hongfang Lu;Hongfang Lu;Xin Ma

  580
  Citations

• Evaluation of CatBoost method for prediction of reference evapotranspiration in humid regions

  Guomin Huang;Guomin Huang;Lifeng Wu;Lifeng Wu;Xin Ma;Weiqiang Zhang

  507
  Citations

• Light Gradient Boosting Machine: An efficient soft computing model for estimating daily reference evapotranspiration with local and external meteorological data

  Junliang Fan;Xin Ma;Lifeng Wu;Fucang Zhang

  397
  Citations

• The conformable fractional grey system model.

  Xin Ma;Xin Ma;Wenqing Wu;Bo Zeng;Yong Wang

  283
  Citations

• A novel fractional time delayed grey model with Grey Wolf Optimizer and its applications in forecasting the natural gas and coal consumption in Chongqing China

  Xin Ma;Xin Ma;Xie Mei;Xie Mei;Wenqing Wu;Xinxing Wu

  279
  Citations

• Forecasting short-term renewable energy consumption of China using a novel fractional nonlinear grey Bernoulli model

  Wenqing Wu;Wenqing Wu;Xin Ma;Xin Ma;Bo Zeng;Yong Wang

  274
  Citations

• Carbon trading volume and price forecasting in China using multiple machine learning models

  Hongfang Lu;Hongfang Lu;Xin Ma;Kun Huang;Mohammadamin Azimi

  273
  Citations

• Developing green purchasing relationships for the manufacturing industry: An evolutionary game theory perspective

  Ping Ji;Xin Ma;Gang Li

  233
  Citations

• The novel fractional discrete multivariate grey system model and its applications

  Xin Ma;Xin Ma;Mei Xie;Mei Xie;Wenqing Wu;Bo Zeng

  211
  Citations

• Carbon-dioxide mitigation in the residential building sector: A household scale-based assessment

  Minda Ma;Xin Ma;Weiguang Cai;Wei Cai

  210
  Citations

• Carbon reduction in commercial building operations: A provincial retrospection in China

  Kai Li;Minda Ma;Xiwang Xiang;Wei Feng

  187
  Citations

• Hybrid support vector machines with heuristic algorithms for prediction of daily diffuse solar radiation in air-polluted regions

  Junliang Fan;Lifeng Wu;Xin Ma;Hanmi Zhou

  178
  Citations

• Carbon dioxide transport via pipelines: A systematic review

  Hongfang Lu;Hongfang Lu;Hongfang Lu;Xin Ma;Kun Huang;Lingdi Fu

  173
  Citations

• Evaluation and development of empirical models for estimating daily and monthly mean daily diffuse horizontal solar radiation for different climatic regions of China

  Junliang Fan;Lifeng Wu;Fucang Zhang;Huanjie Cai

  167
  Citations

• Application of a novel time-delayed polynomial grey model to predict the natural gas consumption in China

  Xin Ma;Zhibin Liu

  166
  Citations

• Application of a novel nonlinear multivariate grey Bernoulli model to predict the tourist income of China

  Xin Ma;Xin Ma;Zhibin Liu;Yong Wang

  162
  Citations

• Daily reference evapotranspiration prediction based on hybridized extreme learning machine model with bio-inspired optimization algorithms: Application in contrasting climates of China

  Lifeng Wu;Hanmi Zhou;Xin Ma;Junliang Fan

  155
  Citations

• Hybrid extreme learning machine with meta-heuristic algorithms for monthly pan evaporation prediction

  Lifeng Wu;Guomin Huang;Junliang Fan;Xin Ma

  142
  Citations

• The kernel-based nonlinear multivariate grey model

  Xin Ma;Xin Ma;Zhi-bin Liu

  135
  Citations

• A Strictly Predefined-Time Convergent Neural Solution to Equality- and Inequality-Constrained Time-Variant Quadratic Programming

  Weibing Li;Xin Ma;Jiawei Luo;Long Jin

  127
  Citations

• A new-structure grey Verhulst model: Development and performance comparison

  Bo Zeng;Mingyu Tong;Xin Ma

  120
  Citations

• Application of the novel fractional grey model FAGMO(1,1,k) to predict China's nuclear energy consumption

  Wenqing Wu;Xin Ma;Xin Ma;Bo Zeng;Yong Wang

  114
  Citations

• An innovative hybrid model based on outlier detection and correction algorithm and heuristic intelligent optimization algorithm for daily air quality index forecasting

  Jianzhou Wang;Pei Du;Yan Hao;Xin Ma

  104
  Citations

• A new-structure grey Verhulst model for China’s tight gas production forecasting

  Bo Zeng;Xin Ma;Meng Zhou

  99
  Citations

• A novel kernel regularized nonhomogeneous grey model and its applications

  Xin Ma;Yi-sheng Hu;Zhi-bin Liu

  99
  Citations