Spatial prediction of landslide susceptibility in western Serbia using hybrid support vector regression (SVR) with GWO, BAT and COA algorithms

Changes in Extreme Precipitation and Landslides Over High Mountain Asia

(2020) D. Kirschbaum et al.   GEOPHYSICAL RESEARCH LETTERS

A Novel GIS-Based Random Forest Machine Algorithm for the Spatial Prediction of Shallow Landslide Susceptibility

(2020) Viet-Hung Dang et al.   Forests

Mapping of Post-Wildfire Burned Area Using a Hybrid Algorithm and Satellite Data: The Case of the Camp Fire Wildfire in California, USA

(2020) Mutiara Syifa et al.   Remote Sensing

Use of Mamdani Fuzzy Algorithm for Multi-Hazard Susceptibility Assessment in a Developing Urban Settlement (Mamak, Ankara, Turkey)

(2020) Tugce Yanar et al.   ISPRS International Journal of Geo-Information

A hybrid model considering spatial heterogeneity for landslide susceptibility mapping in Zhejiang Province, China

(2020) Yumiao Wang et al.   CATENA

Spatial prediction of groundwater potential mapping based on convolutional neural network (CNN) and support vector regression (SVR)

(2020) Mahdi Panahi et al.   JOURNAL OF HYDROLOGY

Optimized Binary Bat Algorithm for classification of White Blood Cells

(2019) Deepak Gupta et al.   MEASUREMENT

Modeling the magnetocaloric effect of manganite using hybrid genetic and support vector regression algorithms

(2019) Taoreed O. Owolabi   PHYSICS LETTERS A

An integer encoding grey wolf optimizer for virtual network function placement

(2019) Huanlai Xing et al.   APPLIED SOFT COMPUTING

Novel Chaotic Bat Algorithm for Forecasting Complex Motion of Floating Platforms

(2019) Wei-Chiang Hong et al.   APPLIED MATHEMATICAL MODELLING

Meta optimization of an adaptive neuro-fuzzy inference system with grey wolf optimizer and biogeography-based optimization algorithms for spatial prediction of landslide susceptibility

(2019) Abolfazl Jaafari et al.   CATENA

Visual analysis of the evolution and focus in landslide research field

(2019) Jingi Yang et al.   Journal of Mountain Science

A Novel Ensemble Artificial Intelligence Approach for Gully Erosion Mapping in a Semi-Arid Watershed (Iran)

(2019) Dieu Tien Bui et al.   SENSORS

On the use of hierarchical fuzzy inference systems (HFIS) in expert-based landslide susceptibility mapping: the central part of the Rif Mountains (Morocco)

(2019) B. C. Ozer et al.   Bulletin of Engineering Geology and the Environment

Enhancing EIA systems in developing countries: A focus on capacity development in the case of Iran

(2019) Fatemeh Khosravi et al.   SCIENCE OF THE TOTAL ENVIRONMENT

Integrated model for earthquake risk assessment using neural network and analytic hierarchy process: Aceh province, Indonesia

(2019) Ratiranjan Jena et al.   Geoscience Frontiers

The human cost of global warming: Deadly landslides and their triggers (1995–2014)

(2019) Ubydul Haque et al.   SCIENCE OF THE TOTAL ENVIRONMENT

A Novel Performance Assessment Approach using Photogrammetric Techniques for Landslide Susceptibility Mapping with Logistic Regression, ANN and Random Forest

(2019) Sevgen et al.   SENSORS

SEVUCAS: A Novel GIS-Based Machine Learning Software for Seismic Vulnerability Assessment

(2019) Saro Lee et al.   Applied Sciences-Basel

Spatial Prediction of Landslide Susceptibility Using GIS-Based Data Mining Techniques of ANFIS with Whale Optimization Algorithm (WOA) and Grey Wolf Optimizer (GWO)

(2019) Wei Chen et al.   Applied Sciences-Basel

How do machine learning techniques help in increasing accuracy of landslide susceptibility maps?

(2019) Yacine Achour et al.   Geoscience Frontiers

Rainfall-triggered mass movements on steep loess slopes and their entrainment and distribution

(2019) Wenzhao Guo et al.   CATENA

Application of convolutional neural networks featuring Bayesian optimization for landslide susceptibility assessment

(2019) Maher Ibrahim Sameen et al.   CATENA

A novel modified bat algorithm hybridizing by differential evolution algorithm

(2019) Gülnur Yildizdan et al.   EXPERT SYSTEMS WITH APPLICATIONS

A Novel Ensemble Approach for Landslide Susceptibility Mapping (LSM) in Darjeeling and Kalimpong Districts, West Bengal, India

(2019) Jagabandhu Roy et al.   Remote Sensing

Landslide Susceptibility Evaluation Using Hybrid Integration of Evidential Belief Function and Machine Learning Techniques

(2019) Yang Li et al.   Water

Comparison of machine learning models for gully erosion susceptibility mapping

(2019) Alireza Arabameri et al.   Geoscience Frontiers

Application of alternating decision tree with AdaBoost and bagging ensembles for landslide susceptibility mapping

(2019) Yanli Wu et al.   CATENA

An effective hybrid harmony search and cuckoo optimization algorithm based fuzzy PID controller for load frequency control

(2018) Meysam Gheisarnejad   APPLIED SOFT COMPUTING

Prediction of the landslide susceptibility: Which algorithm, which precision?

(2018) Hamid Reza Pourghasemi et al.   CATENA

Landslide susceptibility modeling applying machine learning methods: A case study from Longju in the Three Gorges Reservoir area, China

(2018) Chao Zhou et al.   COMPUTERS & GEOSCIENCES

Predicting of the refractive index of haemoglobin using the Hybrid GA-SVR approach

(2018) Tajudeen A. Oyehan et al.   COMPUTERS IN BIOLOGY AND MEDICINE

A review of statistically-based landslide susceptibility models

(2018) Paola Reichenbach et al.   EARTH-SCIENCE REVIEWS

Optimizing landslide susceptibility zonation: Effects of DEM spatial resolution and slope unit delineation on logistic regression models

(2018) R. Schlögel et al.   GEOMORPHOLOGY

Trend and spatiotemporal distribution of fatal landslides triggered by non-seismic effects in China

(2018) Fanyu Zhang et al.   Landslides

Wavelet support vector machine-based prediction model of dam deformation

(2018) Huaizhi Su et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

A support vector machine approach to estimate global solar radiation with the influence of fog and haze

(2018) Wanxiang Yao et al.   RENEWABLE ENERGY

Experienced Gray Wolf Optimization Through Reinforcement Learning and Neural Networks

(2018) E. Emary et al.   IEEE Transactions on Neural Networks and Learning Systems

A novel Random Walk Grey Wolf Optimizer

(2018) Shubham Gupta et al.   Swarm and Evolutionary Computation

A novel hybrid bat algorithm for solving continuous optimization problems

(2018) Qi Liu et al.   APPLIED SOFT COMPUTING

Modification of landslide susceptibility mapping using optimized PSO-ANN technique

(2018) Hossein Moayedi et al.   ENGINEERING WITH COMPUTERS

A hybrid model based on support vector regression and differential evolution for remaining useful lifetime prediction of lithium-ion batteries

(2018) Fu-Kwun Wang et al.   JOURNAL OF POWER SOURCES

Satellite SAR interferometry for the improved assessment of the state of activity of landslides: A case study from the Cordilleras of Peru

(2018) Tazio Strozzi et al.   REMOTE SENSING OF ENVIRONMENT

Application of Ensemble-Based Machine Learning Models to Landslide Susceptibility Mapping

(2018) Prima Kadavi et al.   Remote Sensing

A Novel Integrated Approach of Relevance Vector Machine Optimized by Imperialist Competitive Algorithm for Spatial Modeling of Shallow Landslides

(2018) Dieu Tien Bui et al.   Remote Sensing

An intelligent based-model role to simulate the factor of safe slope by support vector regression

(2018) Puteri Azura Sari et al.   ENGINEERING WITH COMPUTERS

Implications of the Klein tunneling times on high frequency graphene devices using Bohmian trajectories

(2018) Devashish Pandey et al.   SEMICONDUCTOR SCIENCE AND TECHNOLOGY

The Swiss flood and landslide damage database: Normalisation and trends

(2018) Norina Andres et al.   Journal of Flood Risk Management

Landslide Susceptibility Modeling Based on GIS and Novel Bagging-Based Kernel Logistic Regression

(2018) Wei Chen et al.   Applied Sciences-Basel

Displacement Prediction of Rainfall-Induced Landslide Based on Machine Learning

(2018) Chao Shen   JOURNAL OF COASTAL RESEARCH

Hybrid Chaotic Quantum Bat Algorithm with SVR in Electric Load Forecasting

(2017) Ming-Wei Li et al.   Energies

Mapping landslide susceptibility with frequency ratio, statistical index, and weights of evidence models: a case study in northern Iran

(2017) Samaneh Razavizadeh et al.   Environmental Earth Sciences

New directional bat algorithm for continuous optimization problems

(2017) Asma Chakri et al.   EXPERT SYSTEMS WITH APPLICATIONS

A hybrid particle swarm optimization and support vector regression model for modelling permeability prediction of hydrocarbon reservoir

(2017) Kabiru. O. Akande et al.   JOURNAL OF PETROLEUM SCIENCE AND ENGINEERING

Prediction of landslide displacement with step-like behavior based on multialgorithm optimization and a support vector regression model

(2017) Fasheng Miao et al.   Landslides

A heuristic approach to global landslide susceptibility mapping

(2017) Thomas Stanley et al.   NATURAL HAZARDS

Document representation and feature combination for deceptive spam review detection

(2017) Luyang Li et al.   NEUROCOMPUTING

Landslide susceptibility mapping using random forest and boosted tree models in Pyeong-Chang, Korea

(2017) Jeong-Cheol Kim et al.   Geocarto International

The Vulnerability of People to Landslides: A Case Study on the Relationship between the Casualties and Volume of Landslides in China

(2017) Qigen Lin et al.   International Journal of Environmental Research and Public Health

A Support Vector Machine for Landslide Susceptibility Mapping in Gangwon Province, Korea

(2017) Saro Lee et al.   Sustainability

A novel hybrid decomposition-and-ensemble model based on CEEMD and GWO for short-term PM2.5 concentration forecasting

(2016) Mingfei Niu et al.   ATMOSPHERIC ENVIRONMENT

Association rule hiding using cuckoo optimization algorithm

(2016) Mahtab Hossein Afshari et al.   EXPERT SYSTEMS WITH APPLICATIONS

A novel integrated model for assessing landslide susceptibility mapping using CHAID and AHP pair-wise comparison

(2016) Omar F. Althuwaynee et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

Susceptibility mapping of shallow landslides using kernel-based Gaussian process, support vector machines and logistic regression

(2016) Ismail Colkesen et al.   JOURNAL OF AFRICAN EARTH SCIENCES

Fatal landslides in Europe

(2016) Ubydul Haque et al.   Landslides

Binary grey wolf optimization approaches for feature selection

(2016) E. Emary et al.   NEUROCOMPUTING

Modified cuckoo optimization algorithm (MCOA) to solve graph coloring problem

(2015) Shadi Mahmoudi et al.   APPLIED SOFT COMPUTING

Single and Multi-objective Optimal Power Flow Using Grey Wolf Optimizer and Differential Evolution Algorithms

(2015) Attia A. El-Fergany et al.   ELECTRIC POWER COMPONENTS AND SYSTEMS

Landslide susceptibility assessment at Wadi Jawrah Basin, Jizan region, Saudi Arabia using two bivariate models in GIS

(2015) Ahmed Mohamed Youssef et al.   GEOSCIENCES JOURNAL

A Novel Forecasting Model Based on Support Vector Regression and Bat Meta-Heuristic (Bat–SVR): Case Study in Printed Circuit Board Industry

(2015) Amirmohammad Tavakkoli et al.   INTERNATIONAL JOURNAL OF INFORMATION TECHNOLOGY & DECISION MAKING

Evaluation of GA-SVR method for modeling bed load transport in gravel-bed rivers

(2015) Kiyoumars Roushangar et al.   JOURNAL OF HYDROLOGY

Landslide susceptibility mapping using random forest, boosted regression tree, classification and regression tree, and general linear models and comparison of their performance at Wadi Tayyah Basin, Asir Region, Saudi Arabia

(2015) Ahmed Mohamed Youssef et al.   Landslides

Robust data-driven soft sensor based on iteratively weighted least squares support vector regression optimized by the cuckoo optimization algorithm

(2015) Masoud Behnasr et al.   Journal of Natural Gas Science and Engineering

Grey Wolf Optimizer

(2014) Seyedali Mirjalili et al.   ADVANCES IN ENGINEERING SOFTWARE

Characteristics of earthquake- and rain-induced landslides near the epicenter of Wenchuan earthquake

(2014) S. Zhang et al.   ENGINEERING GEOLOGY

An annual load forecasting model based on support vector regression with differential evolution algorithm

(2012) Jianjun Wang et al.   APPLIED ENERGY

Landslide susceptibility mapping using frequency ratio, analytic hierarchy process, logistic regression, and artificial neural network methods at the Inje area, Korea

(2012) Soyoung Park et al.   Environmental Earth Sciences

Cyclic electric load forecasting by seasonal SVR with chaotic genetic algorithm

(2012) Wei-Chiang Hong et al.   INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS

Landslide susceptibility mapping using certainty factor, index of entropy and logistic regression models in GIS and their comparison at Mugling–Narayanghat road section in Nepal Himalaya

(2012) Krishna Chandra Devkota et al.   NATURAL HAZARDS

Cuckoo Optimization Algorithm

(2011) Ramin Rajabioun   APPLIED SOFT COMPUTING

An easy-to-use MATLAB program (MamLand) for the assessment of landslide susceptibility using a Mamdani fuzzy algorithm

(2011) A. Akgun et al.   COMPUTERS & GEOSCIENCES

Model of turbine optimal initial pressure under off-design operation based on SVR and GA

(2011) Peifeng Niu et al.   NEUROCOMPUTING

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

(2010) Massimo Conforti et al.   NATURAL HAZARDS

Delineation of landslide hazard areas on Penang Island, Malaysia, by using frequency ratio, logistic regression, and artificial neural network models

(2009) Biswajeet Pradhan et al.   Environmental Earth Sciences