Application of novel ensemble models and k-fold CV approaches for Land subsidence susceptibility modelling
出版年份 2021 全文链接
标题
Application of novel ensemble models and k-fold CV approaches for Land subsidence susceptibility modelling
作者
关键词
-
出版物
STOCHASTIC ENVIRONMENTAL RESEARCH AND RISK ASSESSMENT
Volume -, Issue -, Pages -
出版商
Springer Science and Business Media LLC
发表日期
2021-05-28
DOI
10.1007/s00477-021-02036-7
参考文献
相关参考文献
注意:仅列出部分参考文献,下载原文获取全部文献信息。- Flood Susceptibility Assessment Using Novel Ensemble of Hyperpipes and Support Vector Regression Algorithms
- (2021) Asish Saha et al. Water
- Swing vibration control of suspended structures using the Active Rotary Inertia Driver system: Theoretical modeling and experimental verification
- (2020) Chunwei Zhang et al. Structural Control & Health Monitoring
- Insar Maps of Land Subsidence and Sea Level Scenarios to Quantify the Flood Inundation Risk in Coastal Cities: The Case of Singapore
- (2020) Joao Catalao et al. Remote Sensing
- A spatially explicit deep learning neural network model for the prediction of landslide susceptibility
- (2020) Dong Van Dao et al. CATENA
- Fractional-order modeling and nonlinear dynamic analyses of the rotor-bearing-seal system
- (2020) Donglin Yan et al. CHAOS SOLITONS & FRACTALS
- Bonding behavior between reactive powder concrete and normal strength concrete
- (2020) Yanzhong Ju et al. CONSTRUCTION AND BUILDING MATERIALS
- Experimental Investigation and Error Analysis of High Precision FBG Displacement Sensor for Structural Health Monitoring
- (2020) Chuang Li et al. International Journal of Structural Stability and Dynamics
- Optimizing an Adaptive Neuro-Fuzzy Inference System for Spatial Prediction of Landslide Susceptibility Using Four State-of-the-art Metaheuristic Techniques
- (2020) Mohammad Mehrabi et al. SENSORS
- Influence of seismic incident angle on response uncertainty and structural performance of tall asymmetric structure
- (2020) Zeshan Alam et al. STRUCTURAL DESIGN OF TALL AND SPECIAL BUILDINGS
- Experimental and numerical investigation on the complex behaviour of the localised seismic response in a multi-storey plan-asymmetric structure
- (2020) Zeshan Alam et al. Structure and Infrastructure Engineering
- State-of-the-Art Review on Responses of RC Structures Subjected to Lateral Impact Loads
- (2020) Chunwei Zhang et al. ARCHIVES OF COMPUTATIONAL METHODS IN ENGINEERING
- Blast loads induced responses of RC structural members: State-of-the-art review
- (2020) Chunwei Zhang et al. COMPOSITES PART B-ENGINEERING
- Energy Efficiency Modeling of Integrated Energy System in Coastal Areas
- (2020) Chao Yang et al. JOURNAL OF COASTAL RESEARCH
- The Modeling of the Electric Heating and Cooling System of the Integrated Energy System in the Coastal Area
- (2020) Xue Zuo et al. JOURNAL OF COASTAL RESEARCH
- A novel ensemble computational intelligence approach for the spatial prediction of land subsidence susceptibility
- (2020) Alireza Arabameri et al. SCIENCE OF THE TOTAL ENVIRONMENT
- Numerical analysis of axially loaded RC columns subjected to the combination of impact and blast loads
- (2020) Gholamreza Gholipour et al. ENGINEERING STRUCTURES
- Application of probabilistic method in maximum tsunami height prediction considering stochastic seabed topography
- (2020) Zhenhao Zhang et al. Natural Hazards
- Novel Credal Decision Tree-Based Ensemble Approaches for Predicting the Landslide Susceptibility
- (2020) Alireza Arabameri et al. Remote Sensing
- Novel Machine Learning Approaches for Modelling the Gully Erosion Susceptibility
- (2020) Alireza Arabameri et al. Remote Sensing
- Influence of freeze-thaw cycles on microstructure and hydraulic conductivity of saline intact loess
- (2020) Jian Xu et al. COLD REGIONS SCIENCE AND TECHNOLOGY
- Exploring factors influencing construction waste reduction: A structural equation modeling approach
- (2020) Jingkuang Liu et al. JOURNAL OF CLEANER PRODUCTION
- Comparison of ALE, LBE and pressure time history methods to evaluate extreme loading effects in RC column
- (2020) M. Abedini et al. Structures
- A Cost-Effective TSV Repair Architecture for Clustered Faults in 3-D IC
- (2020) Tianming Ni et al. IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS
- Comprehensive risk assessment of groundwater drawdown induced subsidence
- (2019) Jonas Sundell et al. STOCHASTIC ENVIRONMENTAL RESEARCH AND RISK ASSESSMENT
- Hybrid Machine Learning Approaches for Landslide Susceptibility Modeling
- (2019) Vu Nguyen et al. Forests
- Monitoring Land Subsidence in Wuhan City (China) using the SBAS-InSAR Method with Radarsat-2 Imagery Data
- (2019) Yang Zhang et al. SENSORS
- Land subsidence hazard modeling: Machine learning to identify predictors and the role of human activities
- (2019) Omid Rahmati et al. JOURNAL OF ENVIRONMENTAL MANAGEMENT
- Land Subsidence Susceptibility Mapping Using Bayesian, Functional, and Meta-Ensemble Machine Learning Models
- (2019) Hyun-Joo Oh et al. Applied Sciences-Basel
- 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
- Flash flood susceptibility modeling using an optimized fuzzy rule based feature selection technique and tree based ensemble methods
- (2019) Dieu Tien Bui et al. SCIENCE OF THE TOTAL ENVIRONMENT
- Land subsidence modelling using tree-based machine learning algorithms
- (2019) Omid Rahmati et al. SCIENCE OF THE TOTAL ENVIRONMENT
- Spatial Pattern Analysis and Prediction of Gully Erosion Using Novel Hybrid Model of Entropy-Weight of Evidence
- (2019) Alireza Arabameri et al. Water
- Harris Hawks Optimization: A Novel Swarm Intelligence Technique for Spatial Assessment of Landslide Susceptibility
- (2019) Bui et al. SENSORS
- Swing Vibration Control of Suspended Structure Using Active Rotary Inertia Driver System: Parametric Analysis and Experimental Verification
- (2019) Chunwei Zhang et al. Applied Sciences-Basel
- A BIM-based approach for predicting corrosion under insulation
- (2019) Yuan-Hao Tsai et al. AUTOMATION IN CONSTRUCTION
- Identification of soil erosion-susceptible areas using fuzzy logic and analytical hierarchy process modeling in an agricultural watershed of Burdwan district, India
- (2019) Sunil Saha et al. Environmental Earth Sciences
- An Integrated Step-Up Inverter Without Transformer and Leakage Current for Grid-Connected Photovoltaic System
- (2019) Xuefeng Hu et al. IEEE TRANSACTIONS ON POWER ELECTRONICS
- Proposing a Novel Predictive Technique for Gully Erosion Susceptibility Mapping in Arid and Semi-arid Regions (Iran)
- (2019) Arabameri et al. Remote Sensing
- Robustness of the Active Rotary Inertia Driver System for Structural Swing Vibration Control Subjected to Multi-Type Hazard Excitations
- (2019) Chunwei Zhang et al. Applied Sciences-Basel
- Application of Probabilistic and Machine Learning Models for Groundwater Potentiality Mapping in Damghan Sedimentary Plain, Iran
- (2019) Alireza Arabameri et al. Remote Sensing
- A Novel Ensemble Approach for Landslide Susceptibility Mapping (LSM) in Darjeeling and Kalimpong Districts, West Bengal, India
- (2019) Jagabandhu Roy et al. Remote Sensing
- Experimental Investigation on the Mechanical Properties of Curved Metallic Plate Dampers
- (2019) Jie Zheng et al. Applied Sciences-Basel
- Comparison of machine learning models for gully erosion susceptibility mapping
- (2019) Alireza Arabameri et al. Geoscience Frontiers
- Susceptibility mapping of gully erosion using GIS-based statistical bivariate models: a case study from Ali Al-Gharbi District, Maysan Governorate, southern Iraq
- (2018) Alaa M. Al-Abadi et al. Environmental Earth Sciences
- Spatio-temporal drought risk mapping approach and its application in the drought-prone region of south-east Queensland, Australia
- (2018) Kavina S. Dayal et al. NATURAL HAZARDS
- The relation between land use and subsidence in the Vietnamese Mekong delta
- (2018) P.S.J. Minderhoud et al. SCIENCE OF THE TOTAL ENVIRONMENT
- Groundwater spring potential modelling: Comprising the capability and robustness of three different modeling approaches
- (2018) Omid Rahmati et al. JOURNAL OF HYDROLOGY
- 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
- A hybrid clustering-fusion methodology for land subsidence estimation
- (2018) Narges Taravatrooy et al. NATURAL HAZARDS
- A new GIS-based data mining technique using an adaptive neuro-fuzzy inference system (ANFIS) and k-fold cross-validation approach for land subsidence susceptibility mapping
- (2018) Omid Ghorbanzadeh et al. NATURAL HAZARDS
- Land Subsidence Susceptibility Mapping in South Korea Using Machine Learning Algorithms
- (2018) Dieu Tien Bui et al. SENSORS
- 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
- Prioritization of effective factors in the occurrence of land subsidence and its susceptibility mapping using an SVM model and their different kernel functions
- (2018) Sahar Abdollahi et al. Bulletin of Engineering Geology and the Environment
- Superwide-Range Fiber Bragg Grating Displacement Sensor Based on an Eccentric Gear: Principles and Experiments
- (2018) Li Sun et al. JOURNAL OF AEROSPACE ENGINEERING
- Gene2vec: gene subsequence embedding for prediction of mammalian N6-methyladenosine sites from mRNA
- (2018) Quan Zou et al. RNA
- 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
- Landslide spatial modeling: Introducing new ensembles of ANN, MaxEnt, and SVM machine learning techniques
- (2017) Wei Chen et al. GEODERMA
- Confounding and collinearity in regression analysis: a cautionary tale and an alternative procedure, illustrated by studies of British voting behaviour
- (2017) Ron Johnston et al. QUALITY & QUANTITY
- Model-based estimation of land subsidence in Kathmandu Valley, Nepal
- (2017) Pallav Kumar Shrestha et al. Geomatics Natural Hazards & Risk
- Shallow Landslide Susceptibility Modeling Using the Data Mining Models Artificial Neural Network and Boosted Tree
- (2017) Hyun-Joo Oh et al. Applied Sciences-Basel
- A comparative study of different machine learning methods for landslide susceptibility assessment: A case study of Uttarakhand area (India)
- (2016) Binh Thai Pham et al. ENVIRONMENTAL MODELLING & SOFTWARE
- Spatial prediction of rainfall-induced shallow landslides using hybrid integration approach of Least-Squares Support Vector Machines and differential evolution optimization: a case study in Central Vietnam
- (2016) Dieu Tien Bui et al. International Journal of Digital Earth
- Application of a radial basis function neural network to estimate pressure gradient in water–oil pipelines
- (2016) Mohamad A. Halali et al. Journal of the Taiwan Institute of Chemical Engineers
- Rotation forest fuzzy rule-based classifier ensemble for spatial prediction of landslides using GIS
- (2016) Binh Thai Pham et al. NATURAL HAZARDS
- Advanced interpretation of interferometric SAR data to detect, monitor and model ground subsidence: outcomes from the ESA-GMES Terrafirma project
- (2016) F. Raspini et al. NATURAL HAZARDS
- Modeling and dynamical performance of the electromagnetic mass driver system for structural vibration control
- (2015) Chunwei Zhang et al. ENGINEERING STRUCTURES
- Predicting fish species richness in estuaries: Which modelling technique to use?
- (2015) Susana França et al. ENVIRONMENTAL MODELLING & SOFTWARE
- Land subsidence and earth fissures in south-central and southern Arizona, USA
- (2015) Brian D. Conway HYDROGEOLOGY JOURNAL
- Machine learning predictive models for mineral prospectivity: An evaluation of neural networks, random forest, regression trees and support vector machines
- (2015) V. Rodriguez-Galiano et al. ORE GEOLOGY REVIEWS
- Subsidence and human influences in mega deltas: The case of the Ganges–Brahmaputra–Meghna
- (2015) S. Brown et al. SCIENCE OF THE TOTAL ENVIRONMENT
- 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
- New pore space characterization method of shale matrix formation by considering organic and inorganic pores
- (2015) Yongfei Yang et al. Journal of Natural Gas Science and Engineering
- Control Force Characteristics of Different Control Strategies for the Wind-Excited 76-Story Benchmark Building Structure
- (2014) Chunwei Zhang ADVANCES IN STRUCTURAL ENGINEERING
- Land subsidence susceptibility mapping at Kinta Valley (Malaysia) using the evidential belief function model in GIS
- (2014) Biswajeet Pradhan et al. NATURAL HAZARDS
- Active mass driver control system for suppressing wind-induced vibration of the Canton Tower
- (2014) Huai-Bing Xu et al. Smart Structures and Systems
- Application of decision tree model for the ground subsidence hazard mapping near abandoned underground coal mines
- (2013) Saro Lee et al. JOURNAL OF ENVIRONMENTAL MANAGEMENT
- 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
- Using random subspace method for prediction and variable importance assessment in linear regression
- (2012) Jan Mielniczuk et al. COMPUTATIONAL STATISTICS & DATA ANALYSIS
- Collinearity: a review of methods to deal with it and a simulation study evaluating their performance
- (2012) Carsten F. Dormann et al. ECOGRAPHY
- An Evaluation of Bagging, Boosting, and Random Forests for Land-Cover Classification in Cape Cod, Massachusetts, USA
- (2012) Bardan Ghimire et al. GIScience & Remote Sensing
- Measuring Strata Thicknesses in Cores to Assess Recent Sediment Compaction and Subsidence of Egypt's Nile Delta Coastal Margin
- (2012) Jean-Daniel Stanley et al. JOURNAL OF COASTAL RESEARCH
- Landslide hazard mapping using GIS and weight of evidence model in Qingshui River watershed of 2008 Wenchuan earthquake struck region
- (2012) Chong Xu et al. Journal of Earth Science
- Numerical evaluation of land subsidence induced by groundwater pumping in Shanghai
- (2011) Shui-Long Shen et al. CANADIAN GEOTECHNICAL JOURNAL
- Landslide susceptibility mapping at Hoa Binh province (Vietnam) using an adaptive neuro-fuzzy inference system and GIS
- (2011) Dieu Tien Bui et al. COMPUTERS & GEOSCIENCES
- Review: Regional land subsidence accompanying groundwater extraction
- (2011) Devin L. Galloway et al. HYDROGEOLOGY JOURNAL
- Receiver operating characteristic (ROC) curve for medical researchers
- (2011) Rajeev Kumar et al. INDIAN PEDIATRICS
- Effect of regional land subsidence on engineering structures: a case study of the 6 km long Su-tong Yantze River Bridge
- (2010) F. S. Ma et al. Bulletin of Engineering Geology and the Environment
- New approaches to modelling fish–habitat relationships
- (2009) Anders Knudby et al. ECOLOGICAL MODELLING
- Methods to quantify variable importance: implications for the analysis of noisy ecological data
- (2009) Kim Murray et al. ECOLOGY
- InSAR monitoring of progressive land subsidence in Neyshabour, northeast Iran
- (2009) Maryam Dehghani et al. GEOPHYSICAL JOURNAL INTERNATIONAL
- Swinging motion control of suspended structures: Principles and applications
- (2009) Chunwei Zhang et al. Structural Control & Health Monitoring
- Investigating local variation in groundwater recharge along a topographic gradient, Walnut Creek, Iowa, USA
- (2008) Keith E. Schilling HYDROGEOLOGY JOURNAL
- Control Structure Interaction of Electromagnetic Mass Damper System for Structural Vibration Control
- (2008) Chunwei Zhang et al. JOURNAL OF ENGINEERING MECHANICS
- Mississippi Delta subsidence primarily caused by compaction of Holocene strata
- (2008) Torbjörn E. Törnqvist et al. Nature Geoscience
- A fuzzy decision aid model for environmental performance assessment in waste recycling
- (2007) Fuzhan Nasiri et al. ENVIRONMENTAL MODELLING & SOFTWARE
Discover Peeref hubs
Discuss science. Find collaborators. Network.
Join a conversationCreate your own webinar
Interested in hosting your own webinar? Check the schedule and propose your idea to the Peeref Content Team.
Create Now