Open Access
A tree-based intelligence ensemble approach for spatial prediction of potential groundwater
Mohammadtaghi Avand
1
,
Saeid Janizadeh
1
,
Dieu Tien Bui
2, 3
,
Himan Shahabi
2, 3
,
Pham Viet Hoa
4
,
Phuong Thao T Ngo
5
,
Phuong T.B. Ngo
5
,
Viet Ha Nhu
6
2
Publication type: Journal Article
Publication date: 2020-01-28
scimago Q1
wos Q1
SJR: 1.111
CiteScore: 6.1
Impact factor: 4.9
ISSN: 17538947, 17538955
Computer Science Applications
Software
General Earth and Planetary Sciences
Abstract
The objective of this research is to propose and confirm a new machine learning approach of Best-First tree (BFtree), AdaBoost (AB), MultiBoosting (MB), and Bagging (Bag) ensembles for potential gr...
Found
Nothing found, try to update filter.
Found
Nothing found, try to update filter.
Top-30
Journals
|
2
4
6
8
10
12
|
|
|
Water (Switzerland)
11 publications, 12.5%
|
|
|
Remote Sensing
4 publications, 4.55%
|
|
|
Earth Science Informatics
4 publications, 4.55%
|
|
|
Geocarto International
4 publications, 4.55%
|
|
|
Arabian Journal of Geosciences
3 publications, 3.41%
|
|
|
Groundwater for Sustainable Development
3 publications, 3.41%
|
|
|
Applied Sciences (Switzerland)
2 publications, 2.27%
|
|
|
Sensors
2 publications, 2.27%
|
|
|
Journal of Hydrology
2 publications, 2.27%
|
|
|
Urban Climate
2 publications, 2.27%
|
|
|
International Journal of Energy and Water Resources
2 publications, 2.27%
|
|
|
Geomatics, Natural Hazards and Risk
2 publications, 2.27%
|
|
|
Engineering Applications of Artificial Intelligence
2 publications, 2.27%
|
|
|
Symmetry
1 publication, 1.14%
|
|
|
Geosciences (Switzerland)
1 publication, 1.14%
|
|
|
Scientific Reports
1 publication, 1.14%
|
|
|
Natural Resources Research
1 publication, 1.14%
|
|
|
Water Resources Management
1 publication, 1.14%
|
|
|
Applied Water Science
1 publication, 1.14%
|
|
|
Neural Computing and Applications
1 publication, 1.14%
|
|
|
Stochastic Environmental Research and Risk Assessment
1 publication, 1.14%
|
|
|
Journal of the Indian Society of Remote Sensing
1 publication, 1.14%
|
|
|
Expert Systems with Applications
1 publication, 1.14%
|
|
|
Land
1 publication, 1.14%
|
|
|
Environmental Pollution
1 publication, 1.14%
|
|
|
Computers and Electronics in Agriculture
1 publication, 1.14%
|
|
|
Environmental International
1 publication, 1.14%
|
|
|
Geoscience Frontiers
1 publication, 1.14%
|
|
|
Hydrological Sciences Journal
1 publication, 1.14%
|
|
|
Canadian Journal of Remote Sensing
1 publication, 1.14%
|
|
|
2
4
6
8
10
12
|
Publishers
|
5
10
15
20
25
|
|
|
Elsevier
24 publications, 27.27%
|
|
|
MDPI
23 publications, 26.14%
|
|
|
Springer Nature
21 publications, 23.86%
|
|
|
Taylor & Francis
9 publications, 10.23%
|
|
|
Hindawi Limited
3 publications, 3.41%
|
|
|
Institute of Electrical and Electronics Engineers (IEEE)
1 publication, 1.14%
|
|
|
EDP Sciences
1 publication, 1.14%
|
|
|
Emerald
1 publication, 1.14%
|
|
|
Public Library of Science (PLoS)
1 publication, 1.14%
|
|
|
Wiley
1 publication, 1.14%
|
|
|
IGI Global
1 publication, 1.14%
|
|
|
Walter de Gruyter
1 publication, 1.14%
|
|
|
Irkutsk National Research Technical University
1 publication, 1.14%
|
|
|
5
10
15
20
25
|
- We do not take into account publications without a DOI.
- Statistics recalculated weekly.
Are you a researcher?
Create a profile to get free access to personal recommendations for colleagues and new articles.
Metrics
88
Total citations:
88
Citations from 2024:
29
(32.95%)
Cite this
GOST |
RIS |
BibTex |
MLA
Cite this
GOST
Copy
Avand M. et al. A tree-based intelligence ensemble approach for spatial prediction of potential groundwater // International Journal of Digital Earth. 2020. Vol. 13. No. 12. pp. 1408-1429.
GOST all authors (up to 50)
Copy
Avand M., Janizadeh S., Tien Bui D., Shahabi H., Viet Hoa P., Ngo P. T. T., Ngo P. T., Nhu V. H. A tree-based intelligence ensemble approach for spatial prediction of potential groundwater // International Journal of Digital Earth. 2020. Vol. 13. No. 12. pp. 1408-1429.
Cite this
RIS
Copy
TY - JOUR
DO - 10.1080/17538947.2020.1718785
UR - https://doi.org/10.1080/17538947.2020.1718785
TI - A tree-based intelligence ensemble approach for spatial prediction of potential groundwater
T2 - International Journal of Digital Earth
AU - Avand, Mohammadtaghi
AU - Janizadeh, Saeid
AU - Tien Bui, Dieu
AU - Shahabi, Himan
AU - Viet Hoa, Pham
AU - Ngo, Phuong Thao T
AU - Ngo, Phuong T.B.
AU - Nhu, Viet Ha
PY - 2020
DA - 2020/01/28
PB - Taylor & Francis
SP - 1408-1429
IS - 12
VL - 13
SN - 1753-8947
SN - 1753-8955
ER -
Cite this
BibTex (up to 50 authors)
Copy
@article{2020_Avand,
author = {Mohammadtaghi Avand and Saeid Janizadeh and Dieu Tien Bui and Himan Shahabi and Pham Viet Hoa and Phuong Thao T Ngo and Phuong T.B. Ngo and Viet Ha Nhu},
title = {A tree-based intelligence ensemble approach for spatial prediction of potential groundwater},
journal = {International Journal of Digital Earth},
year = {2020},
volume = {13},
publisher = {Taylor & Francis},
month = {jan},
url = {https://doi.org/10.1080/17538947.2020.1718785},
number = {12},
pages = {1408--1429},
doi = {10.1080/17538947.2020.1718785}
}
Cite this
MLA
Copy
Avand, Mohammadtaghi, et al. “A tree-based intelligence ensemble approach for spatial prediction of potential groundwater.” International Journal of Digital Earth, vol. 13, no. 12, Jan. 2020, pp. 1408-1429. https://doi.org/10.1080/17538947.2020.1718785.