Flood susceptibility analysis and its verification using a novel ensemble support vector machine and frequency ratio method

Earthquake induced landslide susceptibility mapping using an integrated ensemble frequency ratio and logistic regression models in West Sumatera Province, Indonesia

(2014) Zahrul Umar et al.   CATENA

Land subsidence susceptibility mapping at Kinta Valley (Malaysia) using the evidential belief function model in GIS

(2014) Biswajeet Pradhan et al.   NATURAL HAZARDS

Optimization of landslide conditioning factors using very high-resolution airborne laser scanning (LiDAR) data at catchment scale

(2014) Mustafa Neamah Jebur et al.   REMOTE SENSING OF ENVIRONMENT

An easy to use ArcMap based texture analysis program for extraction of flooded areas from TerraSAR-X satellite image

(2013) Biswajeet Pradhan et al.   COMPUTERS & GEOSCIENCES

Detection of vertical slope movement in highly vegetated tropical area of Gunung pass landslide, Malaysia, using L-band InSAR technique

(2013) Mustafa Neamah Jebur et al.   GEOSCIENCES JOURNAL

Remote Sensing Data Reveals Eco-Environmental Changes in Urban Areas of Klang Valley, Malaysia: Contribution from Object Based Analysis

(2013) Mahyat Shafapour Tehrany et al.   Journal of the Indian Society of Remote Sensing

Impact assessment of urbanization on flood risk in the Yangtze River Delta

(2013) Guo-Fang Li et al.   STOCHASTIC ENVIRONMENTAL RESEARCH AND RISK ASSESSMENT

Using ALOS PALSAR derived high-resolution DInSAR to detect slow-moving landslides in tropical forest: Cameron Highlands, Malaysia

(2013) Mustafa Neamah Jebur et al.   Geomatics Natural Hazards & Risk

A comparative study on the predictive ability of the decision tree, support vector machine and neuro-fuzzy models in landslide susceptibility mapping using GIS

(2012) Biswajeet Pradhan   COMPUTERS & GEOSCIENCES

Application of fuzzy logic and analytical hierarchy process (AHP) to landslide susceptibility mapping at Haraz watershed, Iran

(2012) Hamid Reza Pourghasemi et al.   NATURAL HAZARDS

Joint Monte Carlo and possibilistic simulation for flood damage assessment

(2012) J. J. Yu et al.   STOCHASTIC ENVIRONMENTAL RESEARCH AND RISK ASSESSMENT

Analysis of dry/wet conditions using the standardized precipitation index and its potential usefulness for drought/flood monitoring in Hunan Province, China

(2012) Juan Du et al.   STOCHASTIC ENVIRONMENTAL RESEARCH AND RISK ASSESSMENT

Comprehensive flood risk assessment based on set pair analysis-variable fuzzy sets model and fuzzy AHP

(2012) Qiang Zou et al.   STOCHASTIC ENVIRONMENTAL RESEARCH AND RISK ASSESSMENT

A GIS-based comparative study of frequency ratio, analytical hierarchy process, bivariate statistics and logistics regression methods for landslide susceptibility mapping in Trabzon, NE Turkey

(2011) A. Yalcin et al.   CATENA

Application of a neuro-fuzzy model to landslide-susceptibility mapping for shallow landslides in a tropical hilly area

(2011) Hyun-Joo Oh et al.   COMPUTERS & GEOSCIENCES

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

Landslide susceptibility assessment using SVM machine learning algorithm

(2011) Miloš Marjanović et al.   ENGINEERING GEOLOGY

An artificial neural network model for flood simulation using GIS: Johor River Basin, Malaysia

(2011) Masoud Bakhtyari Kia et al.   Environmental Earth Sciences

Roles of saltcedar (Tamarix spp.) and capillary rise in salinizing a non-flooding terrace on a flow-regulated desert river

(2011) E.P. Glenn et al.   JOURNAL OF ARID ENVIRONMENTS

Integrated application of the analytic hierarchy process and the geographic information system for flood risk assessment and flood plain management in Taiwan

(2011) Yi-Ru Chen et al.   NATURAL HAZARDS

Comparative Study of SVM Methods Combined with Voxel Selection for Object Category Classification on fMRI Data

(2011) Sutao Song et al.   PLoS One

Intermittent Streamflow Forecasting by Using Several Data Driven Techniques

(2011) Ozgur Kisi et al.   WATER RESOURCES MANAGEMENT

A 100-year maximum flood susceptibility mapping using integrated hydrological and hydrodynamic models: Kelantan River Corridor, Malaysia

(2011) B. Pradhan et al.   Journal of Flood Risk Management

Comparison and Validation of Landslide Susceptibility Maps Using an Artificial Neural Network Model for Three Test Areas in Malaysia

(2010) B. PRADHAN et al.   ENVIRONMENTAL & ENGINEERING GEOSCIENCE

A novel application of a neuro-fuzzy computational technique in event-based rainfall–runoff modeling

(2010) Amin Talei et al.   EXPERT SYSTEMS WITH APPLICATIONS

Manifestation of an adaptive neuro-fuzzy model on landslide susceptibility mapping: Klang valley, Malaysia

(2010) Ebru Akcapinar Sezer et al.   EXPERT SYSTEMS WITH APPLICATIONS

Modeling risk analysis for forecasting peak discharge during flooding prevention and warning operation

(2010) Shiang-Jen Wu et al.   STOCHASTIC ENVIRONMENTAL RESEARCH AND RISK ASSESSMENT

Optimization of SVM parameters for recognition of regulatory DNA sequences

(2010) Robertas Damaševičius   Top

A data-driven approach for steam load prediction in buildings

(2009) Andrew Kusiak et al.   APPLIED ENERGY

Validation of an artificial neural network model for landslide susceptibility mapping

(2009) Jaewon Choi et al.   Environmental Earth Sciences

Comparison of landslide susceptibility mapping methodologies for Koyulhisar, Turkey: conditional probability, logistic regression, artificial neural networks, and support vector machine

(2009) Işık Yilmaz   Environmental Earth Sciences

Landslide susceptibility assessment and factor effect analysis: backpropagation artificial neural networks and their comparison with frequency ratio and bivariate logistic regression modelling

(2009) Biswajeet Pradhan et al.   ENVIRONMENTAL MODELLING & SOFTWARE

Spatial soil zinc content distribution from terrain parameters: A GIS-based decision-tree model in Lebanon

(2009) Rania Bou Kheir et al.   ENVIRONMENTAL POLLUTION

Comparison of landslide susceptibility based on a decision-tree model and actual landslide occurrence: The Akaishi Mountains, Japan

(2009) Hitoshi Saito et al.   GEOMORPHOLOGY

Migratory Logistic Regression for Learning Concept Drift Between Two Data Sets With Application to UXO Sensing

(2009) Xuejun Liao et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Flood Forecasting Using ANN, Neuro-Fuzzy, and Neuro-GA Models

(2009) Aditya Mukerji et al.   JOURNAL OF HYDROLOGIC ENGINEERING

Forecasting stream water temperature using regression analysis, artificial neural network, and chaotic non-linear dynamic models

(2009) G.B. Sahoo et al.   JOURNAL OF HYDROLOGY

Ensemble flood forecasting: A review

(2009) H.L. Cloke et al.   JOURNAL OF HYDROLOGY

Uncertainty assessment and ensemble flood forecasting using bootstrap based artificial neural networks (BANNs)

(2009) Mukesh Kumar Tiwari et al.   JOURNAL OF HYDROLOGY

A statistical assessment on international landslide literature (1945–2008)

(2009) Candan Gokceoglu et al.   Landslides

Groundwater potential zonation for basaltic watersheds using satellite remote sensing data and GIS techniques

(2009) Biswajeet Pradhan   Open Geosciences

An assessment on the use of logistic regression and artificial neural networks with different sampling strategies for the preparation of landslide susceptibility maps

(2008) H.A. Nefeslioglu et al.   ENGINEERING GEOLOGY

Landslide susceptibility mapping based on Support Vector Machine: A case study on natural slopes of Hong Kong, China

(2008) X. Yao et al.   GEOMORPHOLOGY

Slope stability analysis: a support vector machine approach

(2008) Pijush Samui   Environmental geology.

Distributed Decision-Tree Induction in Peer-to-Peer Systems

(2008) Kanishka Bhaduri et al.   Statistical Analysis and Data Mining

GIS technology and models for assessing landslide hazard and risk

(2007) Alberto Carrara et al.   GEOMORPHOLOGY