Assessment of Ensemble Classifiers Using the Bagging Technique for Improved Land Cover Classification of multispectral Satellite Images

Faculty Engineering Year: 2018
Type of Publication: ZU Hosted Pages: 270-277
Authors:
Abdelaziem Mohamed Abdelhamied Negm
Journal: INTERNATIONAL ARAB JOURNAL OF INFORMATION TECHNOLOGY Zarka University, Jordan Volume: 15
Keywords : Assessment , Ensemble Classifiers Using , Bagging Technique for    
Abstract:
This study evaluates an approach for Land-Use Land-Cover classification (LULC) using multispectral satellite images. This proposed approach uses the Bagging Ensemble (BE) technique with Random Forest (RF) as a base classifier for improvi
    
     
 
       

Author Related Publications

  • Abdelaziem Mohamed Abdelhamied Negm, "Sustainable waste management of medical waste in African developing countries: A narrative review", SAGE, 2021 More
  • Abdelaziem Mohamed Abdelhamied Negm, "Introduction to “Agro-Environmental Sustainability in MENA Regions”", Springer, Cham, 2021 More
  • Abdelaziem Mohamed Abdelhamied Negm, "Management and Development of Agricultural and Natural Resources in Egypt's Desert", Springer, Cham, 2021 More
  • Abdelaziem Mohamed Abdelhamied Negm, "Introduction to “Agriculture Productivity in Tunisia Under Stressed Environment”", Springer, Cham, 2021 More
  • Abdelaziem Mohamed Abdelhamied Negm, "Agriculture Productivity in Tunisia Under Stressed Environment", Springer, Cham, 2021 More

Department Related Publications

  • Ibrahiem Abdelaziz Abdelmoteleb Ali, "دراسة كفاءة منظومة حاجز امواج رأسي محمل معلق علي خوازيق", كلية الهندسة- جامعة الزقازيق, 2014 More
  • Abdelaziem Mohamed Abdelhamied Negm, "Sustainable waste management of medical waste in African developing countries: A narrative review", SAGE, 2021 More
  • Ismaiel Abdelaty Mohamed Ismaiel, "Effects of groundwater abstraction and desalination brine deep injection on a coastal aquifer", Elsever, 2021 More
  • Ismaiel Abdelaty Mohamed Ismaiel, "Investigating and Managing the Impact of Using Untreated Wastewater for Irrigation on the Groundwater Quality in Arid and Semi-Arid Regions", MPDI, 2021 More
Tweet