Comparing support vector machines with logistic regression for calibrating cellular automata land use change models (vol 51, pg 391, 2018)

被引：0
|
作者：
Mustafa, A. [1 ]
Rienow, A. [1 ]
Saadi, I. [1 ]
Cools, M. [1 ]
Teller, J. [1 ]
机构：
[1] Ruhr Univ Bochum, Geomat Res Grp, Bochum, Germany
来源：
EUROPEAN JOURNAL OF REMOTE SENSING | 2018年 / 51卷 / 01期
关键词：
D O I：
10.1080/22797254.2018.1491465
中图分类号：
TP7 [遥感技术];
学科分类号：
081102 ; 0816 ; 081602 ; 083002 ; 1404 ;
摘要：
引用
收藏
页码：IV / IV
页数：1
相关论文
共 9 条
  • [1] Comparing support vector machines with logistic regression for calibrating cellular automata land use change models
    Mustafa, Ahmed
    Rienow, Andreas
    Saadi, Ismaiel
    Cools, Mario
    Teller, Jacques
    Must, Hmed
    [J]. EUROPEAN JOURNAL OF REMOTE SENSING, 2018, 51 (01) : 391 - 401
  • [2] Cellular automata for simulating land use changes based on support vector machines
    Yang, Qingsheng
    Li, Xia
    Shi, Xu
    [J]. COMPUTERS & GEOSCIENCES, 2008, 34 (06) : 592 - 602
  • [3] A multiclass logistic regression, Markov chain, and cellular automata integration for modelling urban land use change
    Okwuashi, Onuwa
    Ndehedehe, Christopher E.
    Olayinka, Dupe Nihinlola
    [J]. PHYSICS AND CHEMISTRY OF THE EARTH, 2024, 135
  • [4] Enhancing a GIS Cellular Automata Model of Land Use Change Using Support Vector Machine
    Okwuashi, Onuwa
    McConchie, Jack
    Nwilo, Peter
    Eyo, Etim
    [J]. 2009 17TH INTERNATIONAL CONFERENCE ON GEOINFORMATICS, VOLS 1 AND 2, 2009, : 1142 - +
  • [5] Integrating logistic regression and cellular automata–Markov models with the experts’ perceptions for detecting and simulating land use changes and their driving forces
    Zohreh Shahbazian
    Marzban Faramarzi
    Noredin Rostami
    Hossein Mahdizadeh
    [J]. Environmental Monitoring and Assessment, 2019, 191
  • [6] Integrating logistic regression and cellular automata-Markov models with the experts' perceptions for detecting and simulating land use changes and their driving forces
    Shahbazian, Zohreh
    Faramarzi, Marzban
    Rostami, Noredin
    Mahdizadeh, Hossein
    [J]. ENVIRONMENTAL MONITORING AND ASSESSMENT, 2019, 191 (07)
  • [7] ADVANCED SPATIAL METRICS ANALYSIS IN CELLULAR AUTOMATA LAND USE AND COVER CHANGE MODELING (vol 78, pg 42, 2011)
    Zamyatin, Alexander
    [J]. DYNA-COLOMBIA, 2011, 78 (170): : 259 - 259
  • [8] LULC change detection using support vector machines and cellular automata-based ANN models in Guna Tana watershed of Abay basin, Ethiopia
    Fetene, Damte Tegegne
    Lohani, Tarun Kumar
    Mohammed, Abdella Kemal
    [J]. ENVIRONMENTAL MONITORING AND ASSESSMENT, 2023, 195 (11)
  • [9] LULC change detection using support vector machines and cellular automata-based ANN models in Guna Tana watershed of Abay basin, Ethiopia
    Damte Tegegne Fetene
    Tarun Kumar Lohani
    Abdella Kemal Mohammed
    [J]. Environmental Monitoring and Assessment, 2023, 195
1