Flash flood detection and susceptibility mapping in the Monsoon period by integration of optical and radar satellite imagery using an improvement of a sequential ensemble algorithm

Identify DNA-Binding Proteins Through the Extreme Gradient Boosting Algorithm

(2022) Ziye Zhao et al.   Frontiers in Genetics

A spatially based machine learning algorithm for potential mapping of the hearing senses in an urban environment

(2022) Mahsa Farahani et al.   Sustainable Cities and Society

Accessing the Impact of Meteorological Variables on Machine Learning Flood Susceptibility Mapping

(2022) Heather McGrath et al.   Remote Sensing

House price prediction using hedonic pricing model and machine learning techniques

(2022) John Zaki et al.   CONCURRENCY AND COMPUTATION-PRACTICE & EXPERIENCE

Flood Susceptibility Mapping Using Remote Sensing and Integration of Decision Table Classifier and Metaheuristic Algorithms

(2022) Shavan Askar et al.   Water

A survey of bacterial foraging optimization

(2021) Chen Guo et al.   NEUROCOMPUTING

Flood Susceptibility Analysis in Chennai Corporation Using Frequency Ratio Model

(2021) Logesh Natarajan et al.   Journal of the Indian Society of Remote Sensing

Groundwater recharge potential zonation using an ensemble of machine learning and bivariate statistical models

(2021) Maryam Sadat Jaafarzadeh et al.   Scientific Reports

Novel ensemble machine learning models in flood susceptibility mapping

(2021) Pankaj Prasad et al.   Geocarto International

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

(2021) Mahdi Panahi et al.   CATENA

Comparison of multi-criteria and artificial intelligence models for land-subsidence susceptibility zonation

(2021) Alireza Arabameri et al.   JOURNAL OF ENVIRONMENTAL MANAGEMENT

Intelligent human action recognition using an ensemble model of evolving deep networks with swarm-based optimization

(2021) Li Zhang et al.   KNOWLEDGE-BASED SYSTEMS

Flash-flood susceptibility mapping based on XGBoost, Random Forest and Boosted Regression Trees

(2021) Rahebeh Abedi et al.   Geocarto International

Land Subsidence Susceptibility Mapping Using Persistent Scatterer SAR Interferometry Technique and Optimized Hybrid Machine Learning Algorithms

(2021) Babak Ranjgar et al.   Remote Sensing

Flood Monitoring in Rural Areas of the Pearl River Basin (China) Using Sentinel-1 SAR

(2021) Junliang Qiu et al.   Remote Sensing

Short-term load forecasting of industrial customers based on SVMD and XGBoost

(2021) Yuanyuan Wang et al.   INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS

Integration of hard and soft supervised machine learning for flood susceptibility mapping

(2021) Soghra Andaryani et al.   JOURNAL OF ENVIRONMENTAL MANAGEMENT

Coronavirus disease vulnerability map using a geographic information system (GIS) from 16 April to 16 May 2020

(2021) Seyed Vahid Razavi-Termeh et al.   PHYSICS AND CHEMISTRY OF THE EARTH

COVID-19 Risk Mapping with Considering Socio-Economic Criteria Using Machine Learning Algorithms

(2021) Seyed Vahid Razavi-Termeh et al.   International Journal of Environmental Research and Public Health

Spatial Modeling of Asthma-Prone Areas Using Remote Sensing and Ensemble Machine Learning Algorithms

(2021) Seyed Vahid Razavi-Termeh et al.   Remote Sensing

Deep Neural Network Utilizing Remote Sensing Datasets for Flood Hazard Susceptibility Mapping in Brisbane, Australia

(2021) Bahareh Kalantar et al.   Remote Sensing

Evaluation of Tree-Based Machine Learning Algorithms for Accident Risk Mapping Caused by Driver Lack of Alertness at a National Scale

(2021) Farbod Farhangi et al.   Sustainability

A Comprehensive Assessment of XGBoost Algorithm for Landslide Susceptibility Mapping in the Upper Basin of Ataturk Dam, Turkey

(2021) Recep Can et al.   Applied Sciences-Basel

Improved binary artificial bee colony algorithm

(2021) Rafet Durgut   Frontiers of Information Technology & Electronic Engineering

Modeling cause-and-effect relationships among predictive variables of human error based on the fuzzy multi-criteria decision-making method

(2021) Ahmad Soltanzadeh et al.   THEORETICAL ISSUES IN ERGONOMICS SCIENCE

Swarm intelligence optimization of the group method of data handling using the cuckoo search and whale optimization algorithms to model and predict landslides

(2021) Abolfazl Jaafari et al.   APPLIED SOFT COMPUTING

Climatology of the Sistan Levar wind: Atmospheric dynamics driving its onset, duration and withdrawal

(2021) Mohsen Hamidianpour et al.   ATMOSPHERIC RESEARCH

A review on flood management technologies related to image processing and machine learning

(2021) Hafiz Suliman Munawar et al.   AUTOMATION IN CONSTRUCTION

Data-driven flooding fault diagnosis method for proton-exchange membrane fuel cells using deep learning technologies

(2021) Bin Zuo et al.   ENERGY CONVERSION AND MANAGEMENT

Anthropocene flooding: Challenges for science and society

(2020) Saman Razavi et al.   HYDROLOGICAL PROCESSES

An assessment of metaheuristic approaches for flood assessment

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

Flood Detection and Susceptibility Mapping Using Sentinel-1 Remote Sensing Data and a Machine Learning Approach: Hybrid Intelligence of Bagging Ensemble Based on K-Nearest Neighbor Classifier

(2020) Himan Shahabi et al.   Remote Sensing

Rapid and robust monitoring of flood events using Sentinel-1 and Landsat data on the Google Earth Engine

(2020) Ben DeVries et al.   REMOTE SENSING OF ENVIRONMENT

Optimization of state-of-the-art fuzzy-metaheuristic ANFIS based machine learning models for flood susceptibility prediction mapping in the Middle Ganga Plain, India

(2020) Aman Arora et al.   SCIENCE OF THE TOTAL ENVIRONMENT

Development of novel hybridized models for urban flood susceptibility mapping

(2020) Omid Rahmati et al.   Scientific Reports

Improving groundwater potential mapping using metaheuristic approaches

(2020) Seyed Vahid Razavi-Termeh et al.   HYDROLOGICAL SCIENCES JOURNAL-JOURNAL DES SCIENCES HYDROLOGIQUES

Flood susceptibility prediction using four machine learning techniques and comparison of their performance at Wadi Qena Basin, Egypt

(2020) Bosy A. El-Haddad et al.   Natural Hazards

Spatial modeling of accidents risk caused by driver drowsiness with data mining algorithms

(2020) Farbod Farhangi et al.   Geocarto International

Ensemble models of GLM, FDA, MARS, and RF for flood and erosion susceptibility mapping: a priority assessment of sub-basins

(2020) Amirhosein Mosavi et al.   Geocarto International

Integration of catastrophe and entropy theories for flood risk mapping in peninsular Malaysia

(2020) Ghaith Falah Ziarh et al.   Journal of Flood Risk Management

Improved flood susceptibility mapping using a best first decision tree integrated with ensemble learning techniques

(2020) Binh Thai Pham et al.   Geoscience Frontiers

Flash flood susceptibility mapping using a novel deep learning model based on deep belief network, back propagation and genetic algorithm

(2020) Himan Shahabi et al.   Geoscience Frontiers

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

(2020) Abdul-Lateef Balogun et al.   Geoscience Frontiers

GIS-based MCDM - AHP modeling for flood susceptibility mapping of arid areas, southeastern Tunisia

(2019) Dhekra Souissi et al.   Geocarto International

Evaluating Combinations of Temporally Aggregated Sentinel-1, Sentinel-2 and Landsat 8 for Land Cover Mapping with Google Earth Engine

(2019) Luis Carrasco et al.   Remote Sensing

The cost of rapid and haphazard urbanization: lessons learned from the Freetown landslide disaster

(2019) Yifei Cui et al.   Landslides

Flood Spatial Modeling in Northern Iran Using Remote Sensing and GIS: A Comparison between Evidential Belief Functions and Its Ensemble with a Multivariate Logistic Regression Model

(2019) Duie Tien Bui et al.   Remote Sensing

A novel hybrid approach based on a swarm intelligence optimized extreme learning machine for flash flood susceptibility mapping

(2019) Dieu Tien Bui et al.   CATENA

Detecting Forest Changes Using Dense Landsat 8 and Sentinel-1 Time Series Data in Tropical Seasonal Forests

(2019) Katsuto Shimizu et al.   Remote Sensing

Flood Monitoring in Vegetated Areas Using Multitemporal Sentinel-1 Data: Impact of Time Series Features

(2019) Viktoriya Tsyganskaya et al.   Water

Prediction Success of Machine Learning Methods for Flash Flood Susceptibility Mapping in the Tafresh Watershed, Iran

(2019) Saeid Janizadeh et al.   Sustainability

Multi-criteria comprehensive study on predictive algorithm of hourly heating energy consumption for residential buildings

(2019) Ran Wang et al.   Sustainable Cities and Society

Application of the GIS based multi-criteria decision analysis and analytical hierarchy process (AHP) in the flood susceptibility mapping (Tunisia)

(2019) Salma Hammami et al.   Arabian Journal of Geosciences

Flood Hazard Mapping Using the Flood and Flash-Flood Potential Index in the Buzău River Catchment, Romania

(2019) Mihnea Cristian Popa et al.   Water

Flood Monitoring Based on the Study of Sentinel-1 SAR Images: The Ebro River Case Study

(2019) Francisco Carreño Conde et al.   Water

An enhanced Bacterial Foraging Optimization and its application for training kernel extreme learning machine

(2019) Huiling Chen et al.   APPLIED SOFT COMPUTING

Verification of novel integrations of swarm intelligence algorithms into deep learning neural network for flood susceptibility mapping

(2019) Quang-Thanh Bui et al.   JOURNAL OF HYDROLOGY

Integrated machine learning methods with resampling algorithms for flood susceptibility prediction

(2019) Esmaeel Dodangeh et al.   SCIENCE OF THE TOTAL ENVIRONMENT

Flash-Flood Susceptibility Assessment Using Multi-Criteria Decision Making and Machine Learning Supported by Remote Sensing and GIS Techniques

(2019) Romulus Costache et al.   Remote Sensing

Solving the dynamic weapon target assignment problem by an improved artificial bee colony algorithm with heuristic factor initialization

(2018) Tianqing Chang et al.   APPLIED SOFT COMPUTING

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

Effects of vegetation and rainfall types on surface runoff and soil erosion on steep slopes on the Loess Plateau, China

(2018) Hao Chen et al.   CATENA

Comparison of Support Vector Machine and Extreme Gradient Boosting for predicting daily global solar radiation using temperature and precipitation in humid subtropical climates: A case study in China

(2018) Junliang Fan et al.   ENERGY CONVERSION AND MANAGEMENT

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

Application of analytical hierarchy process (AHP) for flood risk assessment: a case study in Malda district of West Bengal, India

(2018) Abhishek Ghosh et al.   NATURAL HAZARDS

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 new feature selection method to improve the document clustering using particle swarm optimization algorithm

(2018) Laith Mohammad Abualigah et al.   Journal of Computational Science

Evaluating the application of the statistical index method in flood susceptibility mapping and its comparison with frequency ratio and logistic regression methods

(2018) Mahyat Shafapour Tehrany et al.   Geomatics Natural Hazards & Risk

Urban flood risk mapping using the GARP and QUEST models: A comparative study of machine learning techniques

(2018) Hamid Darabi et al.   JOURNAL OF HYDROLOGY

Flood inundation modelling: A review of methods, recent advances and uncertainty analysis

(2017) J. Teng et al.   ENVIRONMENTAL MODELLING & SOFTWARE

A novel adaptive cuckoo search algorithm for intrinsic discriminant analysis based face recognition

(2016) Manoj Kumar Naik et al.   APPLIED SOFT COMPUTING

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

Mapping and Characterization of Hydrological Dynamics in a Coastal Marsh Using High Temporal Resolution Sentinel-1A Images

(2016) Cécile Cazals et al.   Remote Sensing

Flash Flood Hazard Susceptibility Mapping Using Frequency Ratio and Statistical Index Methods in Coalmine Subsidence Areas

(2016) Chen Cao et al.   Sustainability

Effect of Urban Green Spaces and Flooded Area Type on Flooding Probability

(2016) Hyomin Kim et al.   Sustainability

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

(2015) Mahyat Shafapour Tehrany et al.   CATENA

Hydrologic and Water Quality Models: Performance Measures and Evaluation Criteria

(2015)   Transactions of the ASABE

Flood susceptibility mapping using frequency ratio and weights-of-evidence models in the Golastan Province, Iran

(2015) Omid Rahmati et al.   Geocarto International

Improved cuckoo search algorithm for hybrid flow shop scheduling problems to minimize makespan

(2014) M.K. Marichelvam et al.   APPLIED SOFT COMPUTING

Bacterial colony foraging algorithm: Combining chemotaxis, cell-to-cell communication, and self-adaptive strategy

(2014) Hanning Chen et al.   INFORMATION SCIENCES

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

Cuckoo search: recent advances and applications

(2013) Xin-She Yang et al.   NEURAL COMPUTING & APPLICATIONS

A comprehensive survey: artificial bee colony (ABC) algorithm and applications

(2012) Dervis Karaboga et al.   ARTIFICIAL INTELLIGENCE REVIEW

Floods in future climates: a review

(2012) P.H. Whitfield   Journal of Flood Risk Management

Interactions between river flows and colonizing vegetation on a braided river: exploring spatial and temporal dynamics in riparian vegetation cover using satellite data

(2011) W. Bertoldi et al.   EARTH SURFACE PROCESSES AND LANDFORMS

Optimal Distributed Generation Allocation and Sizing in Distribution Systems via Artificial Bee Colony Algorithm

(2011) Fahad S. Abu-Mouti et al.   IEEE TRANSACTIONS ON POWER DELIVERY

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