Mathematical Modelling and Applications

Special Issue

Machine Learning and Its Applications in Engineering

  • Submission Deadline: 20 March 2020
  • Status: Submission Closed
  • Lead Guest Editor: YOUNESS EL HAMZAOUI
About This Special Issue
This special issue aims to develop machine learning techniques of supervised analysis with continuous dependent variable and continuous independent variables, developing the regression model including the phases of identification, estimation, diagnosis and prediction. Among the types of regression models incorporated, the following stand out:Multiple linear regression modelStandard Least-Squares FitGeneralized Linear ModelsStepwise RegressionRobust RegressionRidge RegressionLasso and Elastic NetWide Data via Lasso and Parallel ComputingLasso RegularizationLasso and Elastic Net with Cross ValidationLinear Mixed-Effects ModelFit Mixed-Effects Spline Regression, Non linear multiregression and Applications.

Aims and Scope:

  1. Deep learning technologies and its application
  2. Artificial Intelligence Techniques on Software Engineering
  3. Intelligent decision support systems
  4. Big data software and applications in smart energy, smart business and smart cities
  5. Smart grid using advanced machine learning
  6. Data analytics
Lead Guest Editor
  • YOUNESS EL HAMZAOUI

    Universidad Autónoma del Carmen, Carmen, Mexico

Guest Editors
  • Jasmina Lukinac

    Department of Process Engineering, Faculty of Food Technology, Josip Juraj Strossmayer University of Osijek, Osijek, Croatia

  • Chensen Ding

    Institute of Computational Engineering, University of Luxembourg, Esch-Sur-Alzette, Luxembourg

  • JUAN ANTONIO ALVAREZ ARELLANO

    UNIVERSIDAD AUTONOMA DEL CARMEN, Carmen, Mexico

  • AGUSTIN PEREZ RAMIREZ

    UNIVERSIDAD AUTONOMA DEL CARMEN, Carmen, Mexico

  • MANUEL MAY ALARCON

    UNIVERSIDAD AUTONOMA DEL CARMEN, Carmen, Mexico

  • JOSE LUIS VAZQUEZ AVILA

    UNIVERSIDAD AUTONOMA DEL CARMEN, Carmen, Mexico

  • Sergio Luis Chan Lastra

    Universidad Autonoma del Carmen, Carmen, Mexico