Large-scale dynamic flood monitoring in an arid-zone floodplain using SAR data and hybrid machine-learning models

A comprehensive analysis method of spatial prioritization for urban flood management based on source tracking

(2022) Wenchao Qi et al.   ECOLOGICAL INDICATORS

Climate and land use change induced future flood susceptibility assessment in a sub-tropical region of India

(2021) Paramita Roy et al.   Soft Computing

Flood spatial prediction modeling using a hybrid of meta-optimization and support vector regression modeling

(2021) Mahdi Panahi et al.   CATENA

Microbial communities in floodplain ecosystems in relation to altered flow regimes and experimental flooding

(2021) Michael Doering et al.   SCIENCE OF THE TOTAL ENVIRONMENT

Subsurface drain spacing in the unsteady conditions by HYDRUS-3D and artificial neural networks

(2021) Kaveh Ostad-Ali-Askari et al.   Arabian Journal of Geosciences

Eco-hydrologic stability zonation of dams and power plants using the combined models of SMCE and CEQUALW2

(2021) Rouhallah Fatahi Nafchi et al.   Applied Water Science

Application of the group method of data handling (GMDH) approach for landslide susceptibility zonation using readily available spatial covariates

(2021) Mahdi Panahi et al.   CATENA

Changjiang Delta in the Anthropocene: Multi-scale hydro-morphodynamics and management challenges

(2021) Leicheng Guo et al.   EARTH-SCIENCE REVIEWS

Urban flood modeling using deep-learning approaches in Seoul, South Korea

(2021) Xinxiang Lei et al.   JOURNAL OF HYDROLOGY

Flood hazard mapping in western Iran: assessment of deep learning vis-à-vis machine learning models

(2021) Eslam Satarzadeh et al.   NATURAL HAZARDS

Hydro-morphodynamics triggered by extreme riverine floods in a mega fluvial-tidal delta

(2021) Jie Wang et al.   SCIENCE OF THE TOTAL ENVIRONMENT

Hybrid Models Incorporating Bivariate Statistics and Machine Learning Methods for Flash Flood Susceptibility Assessment Based on Remote Sensing Datasets

(2021) Jun Liu et al.   Remote Sensing

Reinforcement learning-based differential evolution for parameters extraction of photovoltaic models

(2021) Zhenzhen Hu et al.   Energy Reports

A two-stage multi-operator differential evolution algorithm for solving Resource Constrained Project Scheduling problems

(2020) Karam M. Sallam et al.   Future Generation Computer Systems-The International Journal of eScience

An assessment of metaheuristic approaches for flood assessment

(2020) Hamid Reza Pourghasemi et al.   JOURNAL OF HYDROLOGY

Explaining the unsuitability of the kappa coefficient in the assessment and comparison of the accuracy of thematic maps obtained by image classification

(2020) Giles M. Foody   REMOTE SENSING OF ENVIRONMENT

An improved moth-flame optimization algorithm for support vector machine prediction of photovoltaic power generation

(2020) Guo-Qian Lin et al.   JOURNAL OF CLEANER PRODUCTION

A comprehensive survey on support vector machine classification: Applications, challenges and trends

(2020) Jair Cervantes et al.   NEUROCOMPUTING

Research on real-time analysis technology of urban land use based on support vector machine

(2020) Ye Tian et al.   PATTERN RECOGNITION LETTERS

Landslide Susceptibility Prediction Modeling Based on Remote Sensing and a Novel Deep Learning Algorithm of a Cascade-Parallel Recurrent Neural Network

(2020) Li Zhu et al.   SENSORS

Structural improved regular simplex support vector machine for multiclass classification

(2020) Long Tang et al.   APPLIED SOFT COMPUTING

A novel case adaptation method based on differential evolution algorithm for disaster emergency

(2020) Xiaobing Yu et al.   APPLIED SOFT COMPUTING

Exploring effectiveness of frequency ratio and support vector machine models in storm surge flood susceptibility assessment: A study of Sundarban Biosphere Reserve, India

(2020) Mehebub Sahana et al.   CATENA

Spatial predicting of flood potential areas using novel hybridizations of fuzzy decision-making, bivariate statistics, and machine learning

(2020) Romulus Costache et al.   JOURNAL OF HYDROLOGY

Deep support vector machine for hyperspectral image classification

(2020) Onuwa Okwuashi et al.   PATTERN RECOGNITION

General multi-view semi-supervised least squares support vector machines with multi-manifold regularization

(2020) Xijiong Xie et al.   Information Fusion

Mud pulse signal demodulation based on support vector machines and particle swarm optimization

(2020) Fengzhong Qu et al.   JOURNAL OF PETROLEUM SCIENCE AND ENGINEERING

Virtual Support Vector Machines with self-learning strategy for classification of multispectral remote sensing imagery

(2019) Christian Geiß et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

A new intelligence approach based on GIS-based Multivariate Adaptive Regression Splines and metaheuristic optimization for predicting flash flood susceptible areas at high-frequency tropical typhoon area

(2019) Dieu Tien Bui et al.   JOURNAL OF HYDROLOGY

Urban waterlogging susceptibility assessment based on a PSO-SVM method using a novel repeatedly random sampling idea to select negative samples

(2019) Xianzhe Tang et al.   JOURNAL OF HYDROLOGY

Key issues in rigorous accuracy assessment of land cover products

(2019) Stephen V. Stehman et al.   REMOTE SENSING OF ENVIRONMENT

Urban Flood Mapping Using SAR Intensity and Interferometric Coherence via Bayesian Network Fusion

(2019) Yu Li et al.   Remote Sensing

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

Multiobjective big data optimization based on a hybrid salp swarm algorithm and differential evolution

(2019) Mohamed Abd Elaziz et al.   APPLIED MATHEMATICAL MODELLING

A binary grey wolf optimizer for the multidimensional knapsack problem

(2019) Kaiping Luo et al.   APPLIED SOFT COMPUTING

The mirage water concept and an index-based approach to quantify causes of hydrological changes in semi-arid regions

(2019) Ali Torabi Haghighi et al.   HYDROLOGICAL SCIENCES JOURNAL-JOURNAL DES SCIENCES HYDROLOGIQUES

Flood susceptibility mapping in Dingnan County (China) using adaptive neuro-fuzzy inference system with biogeography based optimization and imperialistic competitive algorithm

(2019) Yi Wang et al.   JOURNAL OF ENVIRONMENTAL MANAGEMENT

Flash-flood hazard assessment using ensembles and Bayesian-based machine learning models: Application of the simulated annealing feature selection method

(2019) Farzaneh Sajedi Hosseini et al.   SCIENCE OF THE TOTAL ENVIRONMENT

Fog-water harvesting Capability Index (FCI) mapping for a semi-humid catchment based on socio-environmental variables and using artificial intelligence algorithms

(2019) Zahra Karimidastenaei et al.   SCIENCE OF THE TOTAL ENVIRONMENT

Optimal short-term operation of pumped-storage power plants with differential evolution algorithm

(2019) Serdar Özyön   ENERGY

Towards high resolution flood monitoring: An integrated methodology using passive microwave brightness temperatures and Sentinel synthetic aperture radar imagery

(2019) Ziyue Zeng et al.   JOURNAL OF HYDROLOGY

Flood susceptibility mapping using convolutional neural network frameworks

(2019) Yi Wang et al.   JOURNAL OF HYDROLOGY

Improving artificial intelligence models accuracy for monthly streamflow forecasting using grey Wolf optimization (GWO) algorithm

(2019) Yazid Tikhamarine et al.   JOURNAL OF HYDROLOGY

Flood mapping under vegetation using single SAR acquisitions

(2019) S. Grimaldi et al.   REMOTE SENSING OF ENVIRONMENT

Modeling flood susceptibility using data-driven approaches of naïve Bayes tree, alternating decision tree, and random forest methods

(2019) Wei Chen et al.   SCIENCE OF THE TOTAL ENVIRONMENT

Recognition of polycyclic aromatic hydrocarbons using fluorescence spectrometry combined with bird swarm algorithm optimization support vector machine

(2019) Shutao Wang et al.   SPECTROCHIMICA ACTA PART A-MOLECULAR AND BIOMOLECULAR SPECTROSCOPY

Channel Projection-Based CCA Target Identification Method for an SSVEP-Based BCI System of Quadrotor Helicopter Control

(2019) Qiang Gao et al.   Computational Intelligence and Neuroscience

Multiscale Cooperative Differential Evolution Algorithm

(2019) Yongzhao Du et al.   Computational Intelligence and Neuroscience

Analyzing investments in flood protection structures: A real options approach

(2019) Luis-Angel Gomez-Cunya et al.   International Journal of Disaster Risk Reduction

The effect of sample size on different machine learning models for groundwater potential mapping in mountain bedrock aquifers

(2019) Davoud Davoudi Moghaddam et al.   CATENA

Use of support vector machines with a parallel local search algorithm for data classification and feature selection

(2019) Tunchan Cura   EXPERT SYSTEMS WITH APPLICATIONS

Sustainable and clean oilfield development: Optimal operation of wastewater treatment and recycling system

(2019) Xingyuan Zhou et al.   JOURNAL OF CLEANER PRODUCTION

Emergy-based sustainability assessment of forest ecosystem with the aid of mountain eco-hydrological model in Huanjiang County, China

(2019) Chesheng Zhan et al.   JOURNAL OF CLEANER PRODUCTION

A novel hybrid decomposition-ensemble model based on VMD and HGWO for container throughput forecasting

(2018) Mingfei Niu et al.   APPLIED MATHEMATICAL MODELLING

Combination of support vector machine, artificial neural network and random forest for improving the classification of convective and stratiform rain using spectral features of SEVIRI data

(2018) Mourad Lazri et al.   ATMOSPHERIC RESEARCH

High dimensional data classification and feature selection using support vector machines

(2018) Bissan Ghaddar et al.   EUROPEAN JOURNAL OF OPERATIONAL RESEARCH

Effects of an extreme flood on river morphology (case study: Karoon River, Iran)

(2018) Saleh Yousefi et al.   GEOMORPHOLOGY

Ensemble of differential evolution variants

(2018) Guohua Wu et al.   INFORMATION SCIENCES

An integrated model of water resources optimization allocation based on projection pursuit model – Grey wolf optimization method in a transboundary river basin

(2018) Sen Yu et al.   JOURNAL OF HYDROLOGY

Color difference classification based on optimization support vector machine of improved grey wolf algorithm

(2018) Zhiyu Zhou et al.   OPTIK

Normalized Difference Flood Index for rapid flood mapping: Taking advantage of EO big data

(2018) Fabio Cian et al.   REMOTE SENSING OF ENVIRONMENT

Towards operational SAR-based flood mapping using neuro-fuzzy texture-based approaches

(2018) Antara Dasgupta et al.   REMOTE SENSING OF ENVIRONMENT

Water resources and climate change

(2018) Kaveh Ostad-Ali-Askar et al.   Journal of Water and Climate Change

Flood Extent Mapping from Time-Series SAR Images Based on Texture Analysis and Data Fusion

(2018) Moslem Ouled Sghaier et al.   Remote Sensing

An Enhanced Imperialist Competitive Algorithm for optimum design of skeletal structures

(2018) Mahmoud R. Maheri et al.   Swarm and Evolutionary Computation

Differential Evolution: A survey of theoretical analyses

(2018) Karol R. Opara et al.   Swarm and Evolutionary Computation

A Novel Combinatorial Merge-Split Approach for Automatic Clustering Using Imperialist Competitive Algorithm

(2018) Zahra Aliniya et al.   EXPERT SYSTEMS WITH APPLICATIONS

Modified imperialist competitive algorithm for environmental constrained energy management of microgrids

(2018) Abdorreza Rabiee et al.   JOURNAL OF CLEANER PRODUCTION

Use of remote sensing to analyse peatland changes after drainage for peat extraction

(2018) Ali Torabi Haghighi et al.   LAND DEGRADATION & DEVELOPMENT

An opposition-based chaotic Grey Wolf Optimizer for global optimisation tasks

(2018) Shubham Gupta et al.   JOURNAL OF EXPERIMENTAL & THEORETICAL ARTIFICIAL INTELLIGENCE

An ensemble prediction of flood susceptibility using multivariate discriminant analysis, classification and regression trees, and support vector machines

(2018) Bahram Choubin et al.   SCIENCE OF THE TOTAL ENVIRONMENT

Coupling multitemporal remote sensing with geomorphology and hydrological modeling for post flood recovery in the Strymonas dammed river basin (Greece)

(2018) D. Capolongo et al.   SCIENCE OF THE TOTAL ENVIRONMENT

Near-real-time non-obstructed flood inundation mapping using synthetic aperture radar

(2018) Xinyi Shen et al.   REMOTE SENSING OF ENVIRONMENT

MGB-IPH model for hydrological and hydraulic simulation of large floodplain river systems coupled with open source GIS

(2017) Paulo Rógenes Monteiro Pontes et al.   ENVIRONMENTAL MODELLING & SOFTWARE

Power Performance Verification of a Wind Turbine by using the Wilcoxon Signed-Rank Test

(2017) Wilmar Hernandez et al.   IEEE TRANSACTIONS ON ENERGY CONVERSION

Grey wolf optimizer: a review of recent variants and applications

(2017) Hossam Faris et al.   NEURAL COMPUTING & APPLICATIONS

The hydro-geomorphologic complexity of the lower Amazon River floodplain and hydrological connectivity assessed by remote sensing and field control

(2017) Edward Park et al.   REMOTE SENSING OF ENVIRONMENT

Application of time series of remotely sensed normalized difference water, vegetation and moisture indices in characterizing flood dynamics of large-scale arid zone floodplains

(2017) Abbas Mohammadi et al.   REMOTE SENSING OF ENVIRONMENT

Effective and efficient Grassfinch kernel for SVM classification and its application to recognition based on image set

(2016) Genyuan Du et al.   CHAOS SOLITONS & FRACTALS

Grey wolf optimizer based placement and sizing of multiple distributed generation in the distribution system

(2016) U. Sultana et al.   ENERGY

Changes in morphometric meander parameters identified on the Karoon River, Iran, using remote sensing data

(2016) Saleh Yousefi et al.   GEOMORPHOLOGY

Characteristics of direct human impacts on the rivers Karun and Dez in lowland south-west Iran and their interactions with earth surface movements

(2016) Kevin P. Woodbridge et al.   QUATERNARY INTERNATIONAL

Imperialistic Competitive Algorithm: A metaheuristic algorithm for locating the critical slip surface in 2-Dimensional soil slopes

(2016) Ali Reza Kashani et al.   Geoscience Frontiers

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

(2015) Mahyat Shafapour Tehrany et al.   CATENA

A Support Vector Machine-Based Particle Filter Method for Improved Flooding Classification

(2015) Patcharin Insom et al.   IEEE Geoscience and Remote Sensing Letters

Assessment of hydro-morphodynamic modelling and geomorphological impacts of a sediment-charged jökulhlaup, at Sólheimajökull, Iceland

(2015) Mingfu Guan et al.   JOURNAL OF HYDROLOGY

Decadal monitoring of the Niger Inner Delta flood dynamics using MODIS optical data

(2015) Andrew Ogilvie et al.   JOURNAL OF HYDROLOGY

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) Dieu Tien Bui et al.   Landslides

Grey Wolf Optimizer

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

Flood susceptibility mapping using a novel ensemble weights-of-evidence and support vector machine models in GIS

(2014) Mahyat Shafapour Tehrany et al.   JOURNAL OF HYDROLOGY

Calibration and Verification of Remote Sensing Instruments and Observations

(2014) Richard Müller   Remote Sensing

Urban Flood Vulnerability and Risk Mapping Using Integrated Multi-Parametric AHP and GIS: Methodological Overview and Case Study Assessment

(2014) Yashon Ouma et al.   Water

Imperialist competitive algorithm for solving systems of nonlinear equations

(2013) Mahdi Abdollahi et al.   COMPUTERS & MATHEMATICS WITH APPLICATIONS

Evaluation of multiple satellite altimetry data for studying inland water bodies and river floods

(2013) Abdollah Asadzadeh Jarihani et al.   JOURNAL OF HYDROLOGY

Trend and change-point detection for the annual stream-flow series of the Karun River at the Ahvaz hydrometric station

(2012) Meysam Salarijazi   African Journal of Agricultural Research

Multivariate performance measures for evaluating speckle suppression filters for multitemporal multi-incident SAR imagery

(2011) D.J. Walker et al.   CANADIAN JOURNAL OF REMOTE SENSING

The accuracy of sequential aerial photography and SAR data for observing urban flood dynamics, a case study of the UK summer 2007 floods

(2011) Guy J.-P. Schumann et al.   REMOTE SENSING OF ENVIRONMENT

Urban flood hazard zoning in Tucumán Province, Argentina, using GIS and multicriteria decision analysis

(2010) D.S. Fernández et al.   ENGINEERING GEOLOGY

Support vector machines in remote sensing: A review

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

Monitoring Flood and Discharge Variations in the Large Siberian Rivers From a Multi-Satellite Technique

(2008) F. Papa et al.   SURVEYS IN GEOPHYSICS