Citation Impact
Citing Papers
River flow time series using least squares support vector machines
2011
Google Earth Engine: A Global Analysis and Future Trends
2023 Standout
The upside of uncertainty: Identification of lithology contact zones from airborne geophysics and satellite data using Random Forests and Support Vector Machines
2013
Artificial intelligence in healthcare: past, present and future
2017 Standout
Parallel selective sampling method for imbalanced and large data classification
2015
Predicting outcome and recovery after stroke with lesions extracted from MRI images
2013
Crop yield prediction using machine learning: A systematic literature review
2020 Standout
Rapid urbanization and its driving mechanism in the Pan-Third Pole region
2020
Machine learning approaches for spatial modeling of agricultural droughts in the south-east region of Queensland Australia
2019
The State of Remote Sensing Capabilities of Cascading Hazards Over High Mountain Asia
2019
Flood inundation mapping- Kerala 2018; Harnessing the power of SAR, automatic threshold detection method and Google Earth Engine
2020
Drone technology in municipal solid waste management and landfilling: A comprehensive review
2021 Standout
Interaction between urbanization and the eco-environment in the Pan-Third Pole region
2021 Standout
Determining and forecasting drought susceptibility in southwestern Iran using multi-criteria decision-making (MCDM) coupled with CA-Markov model
2021 Standout
Machine learning for data-driven discovery in solid Earth geoscience
2019 StandoutScience
Monitoring sustainable development by means of earth observation data and machine learning: a review
2020
Hyperspectral Remote Sensing Classifications: A Perspective Survey
2015
A Cloud-Based Multi-Temporal Ensemble Classifier to Map Smallholder Farming Systems
2018
Digital Technology-and-Services-Driven Sustainable Transformation of Agriculture: Cases of China and the EU
2022 Standout
Digitalization and AI in European Agriculture: A Strategy for Achieving Climate and Biodiversity Targets?
2021 Standout
Climate Change 2022 – Impacts, Adaptation and Vulnerability
2023 Standout
Texture-Based Airport Runway Detection
2012
Detecting Sirex noctilio grey-attacked and lightning-struck pine trees using airborne hyperspectral data, random forest and support vector machines classifiers
2013
Support vector machines in remote sensing: A review
2010 Standout
A review on applications of ANN and SVM for building electrical energy consumption forecasting
2014 Standout
A comparison between ten advanced and soft computing models for groundwater qanat potential assessment in Iran using R and GIS
2017 Standout
Multi-class geospatial object detection and geographic image classification based on collection of part detectors
2014 Standout
Highway Deformation Monitoring Based on an Integrated CRInSAR Algorithm — Simulation and Real Data Validation
2018
Predicting the potential of agro waste fibers for sustainable automotive industry using a decision making model
2015 Standout
Sensors and systems for fruit detection and localization: A review
2015 Standout
Geological mapping using remote sensing data: A comparison of five machine learning algorithms, their response to variations in the spatial distribution of training data and the use of explicit spatial information
2013
A systematic literature review on machine learning applications for sustainable agriculture supply chain performance
2020 Standout
UAVs for Fine-Scale Open-Source Landfill Mapping
2021
Development of soft computing and applications in agricultural and biological engineering
2010
Spatial prediction models for shallow landslide hazards: a comparative assessment of the efficacy of support vector machines, artificial neural networks, kernel logistic regression, and logistic model tree
2015 Standout
A survey on object detection in optical remote sensing images
2016 Standout
Learning from class-imbalanced data: Review of methods and applications
2016 Standout
Convergence of blockchain and artificial intelligence in IoT network for the sustainable smart city
2020 Standout
Landslide response to climate change in permafrost regions
2019
Random forest in remote sensing: A review of applications and future directions
2016 Standout
Forecasting yield by integrating agrarian factors and machine learning models: A survey
2018
SMOTE for Learning from Imbalanced Data: Progress and Challenges, Marking the 15-year Anniversary
2018 Standout
A kernel functions analysis for support vector machines for land cover classification
2009
An assessment of the effectiveness of a random forest classifier for land-cover classification
2011 Standout
Support Vector Machines for Landslide Susceptibility Mapping: The Staffora River Basin Case Study, Italy
2012
Google Earth Engine Applications
2019 Standout
Training and assessing classification rules with imbalanced data
2012
Learning Rotation-Invariant Convolutional Neural Networks for Object Detection in VHR Optical Remote Sensing Images
2016 Standout
Works of Thomas Oommen being referenced
Embankment Stabilization Techniques for Railroads on Permafrost
2016
Early warning system for shallow landslides using rainfall threshold and slope stability analysis
2017
Machine Learning Based Predictive Modeling of Debris Flow Probability Following Wildfire in the Intermountain Western United States
2017
Analysis and Application of Support Vector Machine Based Simulation for Runoff and Sediment Yield
2007
Satellite-based assessment of the August 2018 flood in parts of Kerala, India
2019
Application and analysis of support vector machine based simulation for runoff and sediment yield
2009
An Objective Analysis of Support Vector Machine Based Classification for Remote Sensing
2008
Sampling Bias and Class Imbalance in Maximum-likelihood Logistic Regression
2010
A comparative analysis of pixel- and object-based detection of landslides from very high-resolution images
2017
Using the one-dimensional S-transform as a discrimination tool in classification of hyperspectral images
2007
Consolidation settlement of Salt Lake County tailings impoundment revealed by time-series InSAR observations from multiple radar satellites
2017
Optimal segmentation of high spatial resolution images for the classification of buildings using random forests
2019