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

Groutability estimation of grouting processes with cement grouts using Differential Flower Pollination Optimized Support Vector Machine

(2016) Nhat-Duc Hoang et al.   APPLIED SOFT COMPUTING

Automatic brain hemorrhage segmentation and classification algorithm based on weighted grayscale histogram feature in a hierarchical classification structure

(2016) Bahareh Shahangian et al.   Biocybernetics and Biomedical Engineering

A soft computing framework for classifying time series based on fuzzy sets of events

(2016) Juan Ares et al.   INFORMATION SCIENCES

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

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

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

Lithology identification using kernel Fisher discriminant analysis with well logs

(2016) Shaoqun Dong et al.   JOURNAL OF PETROLEUM SCIENCE AND ENGINEERING

Spatial prediction of rainfall-induced landslides for the Lao Cai area (Vietnam) using a hybrid intelligent approach of least squares support vector machines inference model and artificial bee colony optimization

(2016) Dieu Tien Bui et al.   Landslides

A computationally efficient scheme for feature extraction with kernel discriminant analysis

(2016) Hwang-Ki Min et al.   PATTERN RECOGNITION

Evaluating seismic liquefaction potential using multivariate adaptive regression splines and logistic regression

(2016) Wengang Zhang et al.   Geomechanics and Engineering

Machine learning in geosciences and remote sensing

(2016) David J. Lary et al.   Geoscience Frontiers

Seismic liquefaction potential assessed by support vector machines approaches

(2015) Xinhua Xue et al.   Bulletin of Engineering Geology and the Environment

Assessment of soil liquefaction based on capacity energy concept and multivariate adaptive regression splines

(2015) Wengang Zhang et al.   ENGINEERING GEOLOGY

A Matlab toolbox for Global Sensitivity Analysis

(2015) Francesca Pianosi et al.   ENVIRONMENTAL MODELLING & SOFTWARE

Typhoon-induced slope collapse assessment using a novel bee colony optimized support vector classifier

(2015) Min-Yuan Cheng et al.   NATURAL HAZARDS

Differential Evolution algorithms applied to Neural Network training suffer from stagnation

(2014) Adam P. Piotrowski   APPLIED SOFT COMPUTING

The use of neural networks for CPT-based liquefaction screening

(2014) Yusuf Erzin et al.   Bulletin of Engineering Geology and the Environment

A novel hybrid intelligent approach for contractor default status prediction

(2014) Min-Yuan Cheng et al.   KNOWLEDGE-BASED SYSTEMS

APPRAISAL OF LIQUEFACTION POTENTIAL USING NEURAL NETWORK AND NEURO FUZZY APPROACH

(2013) Kumar Venkatesh et al.   APPLIED ARTIFICIAL INTELLIGENCE

An improvement to MLR model for predicting liquefaction-induced lateral spread using multivariate adaptive regression splines

(2013) Anthony.T.C. Goh et al.   ENGINEERING GEOLOGY

Soil profile inversion in earthquake-induced liquefaction-affected soils and the potential effects on urban trees

(2013) Justin Morgenroth et al.   GEODERMA

An insight into classification with imbalanced data: Empirical results and current trends on using data intrinsic characteristics

(2013) Victoria López et al.   INFORMATION SCIENCES

Application of the adaptive neuro-fuzzy inference system for prediction of soil liquefaction

(2013) Xinhua Xue et al.   NATURAL HAZARDS

Concrete compressive strength analysis using a combined classification and regression technique

(2012) Jui-Sheng Chou et al.   AUTOMATION IN CONSTRUCTION

Determination of liquefaction susceptibility of soil: a least square support vector machine approach

(2012) Pijush Samui et al.   INTERNATIONAL JOURNAL FOR NUMERICAL AND ANALYTICAL METHODS IN GEOMECHANICS

Application of Soft Computing for Prediction of Pavement Condition Index

(2012) Habib Shahnazari et al.   JOURNAL OF TRANSPORTATION ENGINEERING

Evaluation of Liquefaction Potential Index Along Western Coast of South Korea Using SPT and CPT

(2012) Min-Woo Seo et al.   MARINE GEORESOURCES & GEOTECHNOLOGY

Investigation on the Effect of Data Imbalance on Prediction of Liquefaction

(2012) Javad Sadoghi Yazdi et al.   International Journal of Geomechanics

Prediction of strain energy-based liquefaction resistance of sand–silt mixtures: An evolutionary approach

(2011) Mohammad H. Baziar et al.   COMPUTERS & GEOSCIENCES

Some applications of Adaptive Neuro-Fuzzy Inference System (ANFIS) in geotechnical engineering

(2011) Ali Firat Cabalar et al.   COMPUTERS AND GEOTECHNICS

Least square support vector machine and relevance vector machine for evaluating seismic liquefaction potential using SPT

(2011) Pijush Samui   NATURAL HAZARDS

Support vector machine regression (LS-SVM)—an alternative to artificial neural networks (ANNs) for the analysis of quantum chemistry data?

(2011) Roman M. Balabin et al.   PHYSICAL CHEMISTRY CHEMICAL PHYSICS

Energy-based numerical models for assessment of soil liquefaction

(2011) Amir Hossein Alavi et al.   Geoscience Frontiers

An evolutionary based approach for assessment of earthquake-induced soil liquefaction and lateral displacement

(2010) Mohammad Rezania et al.   ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE