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Shruti Sachdeva

ORCID: 0000-0001-8911-7640
Observed ORCID: 0000-0001-8911-7640
OpenAlex ID: A5076804473
GIS-based evolutionary optimized Gradient Boosted Decision Trees for forest fire susceptibility mapping
2018 · Shruti Sachdeva, Tarunpreet Bhatia, et al. · Natural Hazards · 162
Comparison of gradient boosted decision trees and random forest for groundwater potential mapping in Dholpur (Rajasthan), India
2020 · Shruti Sachdeva, Bijendra Kumar · Stochastic Environmental Research and Risk Assessment · 101
Flood susceptibility mapping using extremely randomized trees for Assam 2020 floods
2021 · Shruti Sachdeva, Bijendra Kumar · Ecological Informatics · 78
Flood susceptibility mapping using GIS-based support vector machine and particle swarm optimization: A case study in Uttarakhand (India)
2017 · Shruti Sachdeva, Tarunpreet Bhatia, et al. · International Conference on Computing, Communication and Networking Technologies (ICCCNT) · 48
A novel voting ensemble model for spatial prediction of landslides using GIS
2019 · Shruti Sachdeva, Tarunpreet Bhatia, et al. · International Journal of Remote Sensing · 47
A novel ensemble model of automatic multilayer perceptron, random forest, and ZeroR for groundwater potential mapping
2021 · Shruti Sachdeva, Bijendra Kumar · Environmental Monitoring and Assessment · 15
A Comparative Study between Frequency Ratio Model and Gradient Boosted Decision Trees with Greedy Dimensionality Reduction in Groundwater Potential Assessment
2020 · Shruti Sachdeva, Bijendra Kumar · Water Resources Management · 9
Groundwater potential mapping using machine learning models for Northeastern Karbi Anglong district, Assam, India
2020 · Shruti Sachdeva, Bijendra Kumar · International Conference on Advances in Computing, Communication Control and Networking (ICAC3N) · 7
State of Geographic Information Science (GIS), Spatial Analysis (SA) and Remote Sensing (RS) in India: A Machine Learning Perspective
2021 · Shruti Sachdeva, Bijendra Kumar · Advances in intelligent systems and computing · 2
GIS-Based Multi-Hazard Susceptibility Assessment using Machine Learning
2017 · Shruti Sachdeva, Tarunpreet Bhatia, et al.
Works count: 10
Citation count: 469
H-index: 7
I10-index: 6
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