Novel Ensemble Approach of Deep Learning Neural Network (DLNN) Model and Particle Swarm Optimization (PSO) Algorithm for Prediction of Gully Erosion Susceptibility

Assessing the Importance of Static and Dynamic Causative Factors on Erosion Potentiality Using SWAT, EBF with Uncertainty and Plausibility, Logistic Regression and Novel Ensemble Model in a Sub-tropical Environment

(2020) Rabin Chakrabortty et al.   Journal of the Indian Society of Remote Sensing

Particle swarm optimization with deep learning for human action recognition

(2020) S. Jeba Berlin et al.   MULTIMEDIA TOOLS AND APPLICATIONS

Machine Learning-Based Gully Erosion Susceptibility Mapping: A Case Study of Eastern India

(2020) Sunil Saha et al.   SENSORS

Spatial Prediction of Landslide Susceptibility Based on GIS and Discriminant Functions

(2020) Guirong Wang et al.   ISPRS International Journal of Geo-Information

Landslide Susceptibility Mapping: Machine and Ensemble Learning Based on Remote Sensing Big Data

(2020) Bahareh Kalantar et al.   Remote Sensing

Landslide susceptibility mapping using machine learning algorithms and comparison of their performance at Abha Basin, Asir Region, Saudi Arabia

(2020) Ahmed Mohamed Youssef et al.   Geoscience Frontiers

Evaluation of Different Machine Learning Methods and Deep-Learning Convolutional Neural Networks for Landslide Detection

(2019) Omid Ghorbanzadeh et al.   Remote Sensing

Simulating the impact of climate change on soil erosion in sub-tropical monsoon dominated watershed based on RUSLE, SCS runoff and MIROC5 climatic model

(2019) Subodh Chandra Pal et al.   ADVANCES IN SPACE RESEARCH

Machine learning models accurately model ozone exposure during wildfire events

(2019) Gregory L. Watson et al.   ENVIRONMENTAL POLLUTION

Gully erosion susceptibility assessment and management of hazard-prone areas in India using different machine learning algorithms

(2019) Amiya Gayen et al.   SCIENCE OF THE TOTAL ENVIRONMENT

Gully erosion susceptibility mapping using GIS-based multi-criteria decision analysis techniques

(2019) Alireza Arabameri et al.   CATENA

A comparative study of support vector machine and logistic model tree classifiers for shallow landslide susceptibility modeling

(2019) Mousa Abedini et al.   Environmental Earth Sciences

A Comparative Assessment of Random Forest and k-Nearest Neighbor Classifiers for Gully Erosion Susceptibility Mapping

(2019) Avand et al.   Water

Flood susceptibility mapping by ensemble evidential belief function and binomial logistic regression model on river basin of eastern India

(2019) Indrajit Chowdhuri et al.   ADVANCES IN SPACE RESEARCH

Novel performance prediction model of a biofilm system treating domestic wastewater based on stacked denoising auto-encoders deep learning network

(2018) Shuai Shi et al.   CHEMICAL ENGINEERING JOURNAL

GIS-based gully erosion susceptibility mapping: a comparison among three data-driven models and AHP knowledge-based technique

(2018) Alireza Arabameri et al.   Environmental Earth Sciences

Spatial modelling of gully erosion using evidential belief function, logistic regression, and a new ensemble of evidential belief function-logistic regression algorithm

(2018) Alireza Arabameri et al.   LAND DEGRADATION & DEVELOPMENT

Spatial Modelling of Gully Erosion Using GIS and R Programing: A Comparison among Three Data Mining Algorithms

(2018) Alireza Arabameri et al.   Applied Sciences-Basel

Gully erosion zonation mapping using integrated geographically weighted regression with certainty factor and random forest models in GIS

(2018) Alireza Arabameri et al.   JOURNAL OF ENVIRONMENTAL MANAGEMENT

A novel hybrid integration model using support vector machines and random subspace for weather-triggered landslide susceptibility assessment in the Wuning area (China)

(2017) Haoyuan Hong et al.   Environmental Earth Sciences

A comparative assessment of GIS-based data mining models and a novel ensemble model in groundwater well potential mapping

(2017) Seyed Amir Naghibi et al.   JOURNAL OF HYDROLOGY

Improving the accuracy of landslide susceptibility model using a novel region-partitioning approach

(2017) Haoyuan Hong et al.   Landslides

Performance assessment of individual and ensemble data-mining techniques for gully erosion modeling

(2017) Hamid Reza Pourghasemi et al.   SCIENCE OF THE TOTAL ENVIRONMENT

An assessment of the global impact of 21st century land use change on soil erosion

(2017) Pasquale Borrelli et al.   Nature Communications

Water erosion susceptibility mapping by applying Stochastic Gradient Treeboost to the Imera Meridionale River Basin (Sicily, Italy)

(2016) Silvia Eleonora Angileri et al.   GEOMORPHOLOGY

Modeling Sediment Yield in Semi-Arid Pasture Micro-Catchments, NW Iran

(2016) Ali Reza Vaezi et al.   LAND DEGRADATION & DEVELOPMENT

A GIS-based comparative study of Dempster-Shafer, logistic regression and artificial neural network models for landslide susceptibility mapping

(2016) Wei Chen et al.   Geocarto International

Flood susceptibility assessment using GIS-based support vector machine model with different kernel types

(2015) Mahyat Shafapour Tehrany et al.   CATENA

Deep learning in neural networks: An overview

(2015) Jürgen Schmidhuber   NEURAL NETWORKS

Potential of weight of evidence modelling for gully erosion hazard assessment in Mbire District – Zimbabwe

(2014) F. Dube et al.   PHYSICS AND CHEMISTRY OF THE EARTH

Gully erosion susceptibility assessment by means of GIS-based logistic regression: A case of Sicily (Italy)

(2013) Christian Conoscenti et al.   GEOMORPHOLOGY

High resolution gully erosion and sedimentation processes, and land use changes since the Bronze Age and future trajectories in the Kazimierz Dolny area (Nałęczów Plateau, SE-Poland)

(2012) Markus Dotterweich et al.   CATENA

Sediment yield from irregularly shaped gullies located on the Fortuna lithologic formation in semi-arid area of Tunisia

(2012) Mohamed Amine El Maaoui et al.   CATENA

A comparative study on the predictive ability of the decision tree, support vector machine and neuro-fuzzy models in landslide susceptibility mapping using GIS

(2012) Biswajeet Pradhan   COMPUTERS & GEOSCIENCES

Impact of terrain attributes, parent material and soil types on gully erosion

(2012) Vincent Chaplot   GEOMORPHOLOGY

Effects of land use, land cover and rainfall regimes on the surface runoff and soil loss on karst slopes in southwest China

(2011) Tao Peng et al.   CATENA

Support vector machines in remote sensing: A review

(2010) Giorgos Mountrakis et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Geomorphology and GIS analysis for mapping gully erosion susceptibility in the Turbolo stream catchment (Northern Calabria, Italy)

(2010) Massimo Conforti et al.   NATURAL HAZARDS

Techniques for evaluating the performance of landslide susceptibility models

(2009) Paolo Frattini et al.   ENGINEERING GEOLOGY

Analysis of soil erosion characteristics in small watersheds with particle swarm optimization, support vector machine, and artificial neuronal networks

(2009) Li Yunkai et al.   Environmental Earth Sciences

Landslide susceptibility mapping using geological data, a DEM from ASTER images and an Artificial Neural Network (ANN)

(2009) Daisaku Kawabata et al.   GEOMORPHOLOGY

A kernel functions analysis for support vector machines for land cover classification

(2009) T. Kavzoglu et al.   International Journal of Applied Earth Observation and Geoinformation

Logistic regression versus artificial neural networks: landslide susceptibility evaluation in a sample area of the Serchio River valley, Italy

(2009) F. Falaschi et al.   NATURAL HAZARDS

Landslide susceptibility mapping based on Support Vector Machine: A case study on natural slopes of Hong Kong, China

(2008) X. Yao et al.   GEOMORPHOLOGY