A Novel Hybrid Swarm Optimized Multilayer Neural Network for Spatial Prediction of Flash Floods in Tropical Areas Using Sentinel-1 SAR Imagery and Geospatial Data

Mapping flood susceptibility in an arid region of southern Iraq using ensemble machine learning classifiers: a comparative study

(2018) Alaa M. Al-Abadi   Arabian Journal of Geosciences

A novel hybrid intelligent model of support vector machines and the MultiBoost ensemble for landslide susceptibility modeling

(2018) Binh Thai Pham et al.   Bulletin of Engineering Geology and the Environment

Landslide susceptibility mapping using J48 Decision Tree with AdaBoost, Bagging and Rotation Forest ensembles in the Guangchang area (China)

(2018) Haoyuan Hong et al.   CATENA

A modified firefly algorithm-artificial neural network expert system for predicting compressive and tensile strength of high-performance concrete

(2018) Dac-Khuong Bui et al.   CONSTRUCTION AND BUILDING MATERIALS

Optimization of neural network using kidney-inspired algorithm with control of filtration rate and chaotic map for real-world rainfall forecasting

(2018) Najmeh Sadat Jaddi et al.   ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE

Comparison of GIS-based landslide susceptibility models using frequency ratio, logistic regression, and artificial neural network in a tertiary region of Ambon, Indonesia

(2018) Aril Aditian et al.   GEOMORPHOLOGY

Unsupervised Rapid Flood Mapping Using Sentinel-1 GRD SAR Images

(2018) Donato Amitrano et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

An automatic change detection approach for rapid flood mapping in Sentinel-1 SAR data

(2018) Yu Li et al.   International Journal of Applied Earth Observation and Geoinformation

Back-Analysis Method for Stope Displacements Using Gradient-Boosted Regression Tree and Firefly Algorithm

(2018) Chongchong Qi et al.   JOURNAL OF COMPUTING IN CIVIL ENGINEERING

Novel forecasting approaches using combination of machine learning and statistical models for flood susceptibility mapping

(2018) Hossein Shafizadeh-Moghadam et al.   JOURNAL OF ENVIRONMENTAL MANAGEMENT

A comparative assessment of decision trees algorithms for flash flood susceptibility modeling at Haraz watershed, northern Iran

(2018) Khabat Khosravi et al.   SCIENCE OF THE TOTAL ENVIRONMENT

Planform changes and large wood dynamics in two torrents during a severe flash flood in Braunsbach, Germany 2016

(2018) Ana Lucía et al.   SCIENCE OF THE TOTAL ENVIRONMENT

Flood susceptibility assessment in Hengfeng area coupling adaptive neuro-fuzzy inference system with genetic algorithm and differential evolution

(2018) Haoyuan Hong et al.   SCIENCE OF THE TOTAL ENVIRONMENT

Flood susceptibility mapping using novel ensembles of adaptive neuro fuzzy inference system and metaheuristic algorithms

(2018) Seyed Vahid Razavi Termeh et al.   SCIENCE OF THE TOTAL ENVIRONMENT

A Novel Multimean Particle Swarm Optimization Algorithm for Nonlinear Continuous Optimization: Application to Feed-Forward Neural Network Training

(2018) Mehmet Hacibeyoglu et al.   Scientific Programming

Quality of national adaptation plans and opportunities for improvement

(2018) Sierra C. Woodruff et al.   Mitigation and Adaptation Strategies for Global Change

Bat optimisation neural networks for rainfall forecasting: case study for Kuching city

(2018) King Kuok Kuok et al.   Journal of Water and Climate Change

Flood susceptibility assessment using integration of adaptive network-based fuzzy inference system (ANFIS) and biogeography-based optimization (BBO) and BAT algorithms (BA)

(2018) M. Ahmadlou et al.   Geocarto International

STATCOM Estimation Using Back-Propagation, PSO, Shuffled Frog Leap Algorithm, and Genetic Algorithm Based Neural Networks

(2018) Hamed Atyia Soodi et al.   Computational Intelligence and Neuroscience

Metaheuristic design of feedforward neural networks: A review of two decades of research

(2017) Varun Kumar Ojha et al.   ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE

A novel hybrid artificial intelligence approach for flood susceptibility assessment

(2017) Kamran Chapi et al.   ENVIRONMENTAL MODELLING & SOFTWARE

Discrete Firefly Algorithm for Scaffolding Construction Scheduling

(2017) Lei Hou et al.   JOURNAL OF COMPUTING IN CIVIL ENGINEERING

Opportunities provided by geographic information systems and volunteered geographic information for a timely emergency response during flood events in Cologne, Germany

(2017) Katerina Tzavella et al.   NATURAL HAZARDS

Analysis of flash flood disaster characteristics in China from 2011 to 2015

(2017) Bingshun He et al.   NATURAL HAZARDS

Estimating construction duration of diaphragm wall using firefly-tuned least squares support vector machine

(2017) Min-Yuan Cheng et al.   NEURAL COMPUTING & APPLICATIONS

Identification of Critical Flood Prone Areas in Data-Scarce and Ungauged Regions: A Comparison of Three Data Mining Models

(2017) Omid Rahmati et al.   WATER RESOURCES MANAGEMENT

Multi-temporal synthetic aperture radar flood mapping using change detection

(2017) M.A. Clement et al.   Journal of Flood Risk Management

Spatial prediction of flood-susceptible areas using frequency ratio and maximum entropy models

(2017) Safura Siahkamari et al.   Geocarto International

Assessment of the effects of training data selection on the landslide susceptibility mapping: a comparison between support vector machine (SVM), logistic regression (LR) and artificial neural networks (ANN)

(2017) Bahareh Kalantar et al.   Geomatics Natural Hazards & Risk

Spatial prediction of flood susceptibility using random-forest and boosted-tree models in Seoul metropolitan city, Korea

(2017) Sunmin Lee et al.   Geomatics Natural Hazards & Risk

Application of Artificial Neural Networks for Catalysis: A Review

(2017) Hao Li et al.   Catalysts

Predicting earthquake-induced soil liquefaction based on a hybridization of kernel Fisher discriminant analysis and a least squares support vector machine: a multi-dataset study

(2016) Nhat-Duc Hoang et al.   Bulletin of Engineering Geology and the Environment

Development of a landslide susceptibility assessment for a rail network

(2016) Karlo Martinović et al.   ENGINEERING GEOLOGY

Flood hazard mapping in Jamaica using principal component analysis and logistic regression

(2016) Arpita Nandi et al.   Environmental Earth Sciences

Sentinel-1-based flood mapping: a fully automated processing chain

(2016) André Twele et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

Predicting Colonization Growth of Algae on Mortar Surface with Artificial Neural Network

(2016) Thu-Hien Tran et al.   JOURNAL OF COMPUTING IN CIVIL ENGINEERING

Hybrid artificial intelligence approach based on neural fuzzy inference model and metaheuristic optimization for flood susceptibilitgy modeling in a high-frequency tropical cyclone area using GIS

(2016) Dieu Tien Bui et al.   JOURNAL OF HYDROLOGY

A GIS-based flood susceptibility assessment and its mapping in Iran: a comparison between frequency ratio and weights-of-evidence bivariate statistical models with multi-criteria decision-making technique

(2016) Khabat Khosravi et al.   NATURAL HAZARDS

Monitoring activity at the Daguangbao mega-landslide (China) using Sentinel-1 TOPS time series interferometry

(2016) Keren Dai et al.   REMOTE SENSING OF ENVIRONMENT

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

(2015) Mahyat Shafapour Tehrany et al.   CATENA

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

Medium–large earthquake magnitude prediction in Tokyo with artificial neural networks

(2015) G. Asencio-Cortés et al.   NEURAL COMPUTING & APPLICATIONS

Landslide susceptibility assesssment in the Uttarakhand area (India) using GIS: a comparison study of prediction capability of naïve bayes, multilayer perceptron neural networks, and functional trees methods

(2015) Binh Thai Pham et al.   THEORETICAL AND APPLIED CLIMATOLOGY

Characterising flash flood response to intense rainfall and impacts using historical information and gauged data in Britain

(2015) D.R. Archer et al.   Journal of Flood Risk Management

Mapping regional forest fire probability using artificial neural network model in a Mediterranean forest ecosystem

(2015) Onur Satir et al.   Geomatics Natural Hazards & Risk

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

Determining the best set of seismicity indicators to predict earthquakes. Two case studies: Chile and the Iberian Peninsula

(2013) F. Martínez-Álvarez et al.   KNOWLEDGE-BASED SYSTEMS

A comprehensive review of firefly algorithms

(2013) Iztok Fister et al.   Swarm and Evolutionary Computation

Neural networks to predict earthquakes in Chile

(2012) J. Reyes et al.   APPLIED SOFT COMPUTING

A hybrid algorithm for artificial neural network training

(2012) Masoud Yaghini et al.   ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE

Flash flood forecasting, warning and risk management: the HYDRATE project

(2011) M. Borga et al.   ENVIRONMENTAL SCIENCE & POLICY

Flash flood routing modeling for levee-breaks and overbank flows due to typhoon events in a complicated river system

(2011) Wen-Cheng Liu et al.   NATURAL HAZARDS

Flash flood risk estimation along the St. Katherine road, southern Sinai, Egypt using GIS based morphometry and satellite imagery

(2010) Ahmed M. Youssef et al.   Environmental Earth Sciences

Multicriteria design of rain gauge networks for flash flood prediction in semiarid catchments with complex terrain

(2010) Till H. M. Volkmann et al.   WATER RESOURCES RESEARCH

Firefly algorithm, stochastic test functions and design optimisation

(2010) Xin She Yang   International Journal of Bio-Inspired Computation

GIS-based logistic regression for landslide susceptibility mapping of the Zhongxian segment in the Three Gorges area, China

(2009) Shi-Biao Bai et al.   GEOMORPHOLOGY

Landslide susceptibility assessment of the Kraľovany–Liptovský Mikuláš railway case study

(2009) Martin Bednarik et al.   PHYSICS AND CHEMISTRY OF THE EARTH

Modelling flash flood propagation in urban areas using a two-dimensional numerical model

(2008) Kamal El Kadi Abderrezzak et al.   NATURAL HAZARDS