Predictive modeling of swell-strength of expansive soils using artificial intelligence approaches: ANN, ANFIS and GEP

Surrogate based Global Sensitivity Analysis of ADM1-based Anaerobic Digestion Model

(2021) A. Trucchia et al.   JOURNAL OF ENVIRONMENTAL MANAGEMENT

Design of soilbag-protected slopes in expansive soils

(2021) Yongfu Xu et al.   GEOTEXTILES AND GEOMEMBRANES

Producing non-traditional flour from watermelon rind pomace: Artificial neural network (ANN) modeling of the drying process

(2021) María Paula Fabani et al.   JOURNAL OF ENVIRONMENTAL MANAGEMENT

A Rapid Method of Determination of Swell Potential and Swell Pressure of Expansive Soils Using Constant Rate of Strain Apparatus

(2020) T. Ashok Kumar et al.   GEOTECHNICAL TESTING JOURNAL

Genetic programming model for estimating soil suction in shallow soil layers in the vicinity of a tree

(2020) Zhi-Liang Cheng et al.   ENGINEERING GEOLOGY

Paper and wood industry waste as a sustainable solution for environmental vulnerabilities of expansive soil: A novel approach

(2020) Nauman Ijaz et al.   JOURNAL OF ENVIRONMENTAL MANAGEMENT

On the Recent Trends in Expansive Soil Stabilization Using Calcium-Based Stabilizer Materials (CSMs): A Comprehensive Review

(2020) Fazal E. Jalal et al.   Advances in Materials Science and Engineering

Gene expression programming for process parameter optimization during ultrafiltration of surfactant wastewater using hydrophilic polyethersulfone membrane

(2020) Aydin Shishegaran et al.   JOURNAL OF ENVIRONMENTAL MANAGEMENT

Swelling pressures and size effect correlations of expansive soils

(2020) Yousif Ismael Mawlood et al.   JOURNAL OF THE CHINESE INSTITUTE OF ENGINEERS

Applications of Gene Expression Programming and Regression Techniques for Estimating Compressive Strength of Bagasse Ash based Concrete

(2020) Muhammad Faisal Javed et al.   Crystals

Using artificial neural network and genetics algorithm to estimate the resilient modulus for stabilized subgrade and propose new empirical formula

(2020) Shadi Hanandeh et al.   Transportation Geotechnics

Data Science in Economics: Comprehensive Review of Advanced Machine Learning and Deep Learning Methods

(2020) Saeed Nosratabadi et al.   Mathematics

New activation functions for single layer feedforward neural network

(2020) Yılmaz Koçak et al.   EXPERT SYSTEMS WITH APPLICATIONS

Data-Mining for Processes in Chemistry, Materials, and Engineering

(2019) Hao Li et al.   Processes

An intelligent approach for the modeling and experimental optimization of molecular hydrodesulfurization over AlMoCoBi catalyst

(2019) Hamdi A. Al-Jamimi et al.   JOURNAL OF MOLECULAR LIQUIDS

Gene Expression Programming as a data classification tool. A review

(2019) Joanna Jędrzejowicz et al.   JOURNAL OF INTELLIGENT & FUZZY SYSTEMS

Effect of overflow tailings properties on cemented paste backfill

(2019) Xin Chen et al.   JOURNAL OF ENVIRONMENTAL MANAGEMENT

Predicting the specific heat capacity of alumina/ethylene glycol nanofluids using support vector regression model optimized with Bayesian algorithm

(2019) Ibrahim Olanrewaju Alade et al.   SOLAR ENERGY

Evaluation of short-term strength development of cemented backfill with varying sulphide contents and the use of additives

(2019) Hong Li et al.   JOURNAL OF ENVIRONMENTAL MANAGEMENT

Effect of glycerol on the behaviour of an expansive soil during wetting and drying cycles

(2019) A. R. Estabragh et al.   International Journal of Pavement Engineering

A new empirical formula for evaluating uniaxial compressive strength using the Schmidt hammer test

(2019) Min Wang et al.   INTERNATIONAL JOURNAL OF ROCK MECHANICS AND MINING SCIENCES

Predicting the compressive strength of normal and High-Performance Concretes using ANN and ANFIS hybridized with Grey Wolf Optimizer

(2019) Emadaldin Mohammadi Golafshani et al.   CONSTRUCTION AND BUILDING MATERIALS

Prediction of mechanical properties of green concrete incorporating waste foundry sand based on gene expression programming

(2019) Muhammad Farjad Iqbal et al.   JOURNAL OF HAZARDOUS MATERIALS

State-of-the-art review of soft computing applications in underground excavations

(2019) Wengang Zhang et al.   Geoscience Frontiers

Strength and dynamic elasticity modulus of rubberized concrete designed with ANFIS modeling and ultrasonic technique

(2019) Mostafa Jalal et al.   CONSTRUCTION AND BUILDING MATERIALS

Estimating the refractive index of oxygenated and deoxygenated hemoglobin using genetic algorithm – support vector regression model

(2018) Ibrahim Olanrewaju Alade et al.   COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE

Development of an intelligent system based on ANFIS model for predicting soil erosion

(2018) Md. Rabiul Islam et al.   Environmental Earth Sciences

Utilization of waste marble to enhance volume change and strength characteristics of sand-stabilized expansive soil

(2018) Şerife Öncü et al.   Environmental Earth Sciences

Development of GP and GEP models to estimate an environmental issue induced by blasting operation

(2018) Roohollah Shirani Faradonbeh et al.   ENVIRONMENTAL MONITORING AND ASSESSMENT

State-of-the-art predictive modeling of TBM performance in changing geological conditions through gene expression programming

(2018) Masoud Zare Naghadehi et al.   MEASUREMENT

New prediction models for unconfined compressive strength of geopolymer stabilized soil using multi-gen genetic programming

(2018) Sepehr Soleimani et al.   MEASUREMENT

Development of a New Correlation to Estimate the Unconfined Compressive Strength of a Chicontepec Formation

(2018) Claudio Rabe et al.   International Journal of Geomechanics

A comprehensive review on identification of the geomaterial constitutive model using the computational intelligence method

(2018) Wei Gao   ADVANCED ENGINEERING INFORMATICS

Leachate generation rate modeling using artificial intelligence algorithms aided by input optimization method for an MSW landfill

(2018) Taher Abunama et al.   ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH

Predicting Shear Capacity of FRP-Reinforced Concrete Beams without Stirrups by Artificial Neural Networks, Gene Expression Programming, and Regression Analysis

(2018) Ghazi Bahroz Jumaa et al.   Advances in Civil Engineering

Adsorptive removal of Pb (II) by means of hydroxyapatite/chitosan nanocomposite hybrid nanoadsorbent: ANFIS modeling and experimental study

(2018) Amin Sadeghizadeh et al.   JOURNAL OF ENVIRONMENTAL MANAGEMENT

Performance prediction of tunnel boring machine through developing a gene expression programming equation

(2017) Danial Jahed Armaghani et al.   ENGINEERING WITH COMPUTERS

Regression-based models for the prediction of unconfined compressive strength of artificially structured soil

(2017) L. K. Sharma et al.   ENGINEERING WITH COMPUTERS

Reviewing Bayesian Networks potentials for climate change impacts assessment and management: A multi-risk perspective

(2017) Anna Sperotto et al.   JOURNAL OF ENVIRONMENTAL MANAGEMENT

A parametric study on hydraulic conductivity and self-healing properties of geotextile clay liners used in landfills

(2017) Fatemeh Parastar et al.   JOURNAL OF ENVIRONMENTAL MANAGEMENT

Uniaxial compressive strength prediction through a new technique based on gene expression programming

(2017) Danial Jahed Armaghani et al.   NEURAL COMPUTING & APPLICATIONS

On the prediction of unconfined compressive strength of silty soil stabilized with bottom ash, jute and steel fibers via artificial intelligence

(2017) Hamza Gullu et al.   Geomechanics and Engineering

Correlations of Uniaxial Compressive Strength of Rock Mass with Conventional Strength Properties through Random Number Generation

(2017) Ranjan Kumar et al.   International Journal of Geomechanics

New Algebraic Activation Function for Multi-Layered Feed Forward Neural Networks

(2016) K. V. Naresh Babu et al.   IETE JOURNAL OF RESEARCH

Experimental evaluation and ANN modeling of thermal conductivity of graphene oxide nanoplatelets/deionized water nanofluid

(2016) M. Tahani et al.   INTERNATIONAL COMMUNICATIONS IN HEAT AND MASS TRANSFER

Estimation of soil dispersivity using soft computing approaches

(2016) Samad Emamgholizadeh et al.   NEURAL COMPUTING & APPLICATIONS

Assessment of artificial neural network and genetic programming as predictive tools

(2015) Amir H. Gandomi et al.   ADVANCES IN ENGINEERING SOFTWARE

Case study of performance evaluation of ground source heat pump system based on ANN and ANFIS models

(2015) Weijuan Sun et al.   APPLIED THERMAL ENGINEERING

Prediction of unconfined compressive strength of geopolymer stabilized clayey soil using Artificial Neural Network

(2015) Ruhul Amin Mozumder et al.   COMPUTERS AND GEOTECHNICS

Isotherm, kinetic, and thermodynamic studies on Hg(II) adsorption from aqueous solution by silica- multiwall carbon nanotubes

(2015) Tawfik A. Saleh   ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH

Statistical analysis and ANN modeling for predicting hydrological extremes under climate change scenarios: The example of a small Mediterranean agro-watershed

(2015) Nektarios N. Kourgialas et al.   JOURNAL OF ENVIRONMENTAL MANAGEMENT

Deep Neural Networks with Multistate Activation Functions

(2015) Chenghao Cai et al.   Computational Intelligence and Neuroscience

Modeling rainfall-runoff process using soft computing techniques

(2012) Ozgur Kisi et al.   COMPUTERS & GEOSCIENCES

Design equations for prediction of pressuremeter soil deformation moduli utilizing expression programming systems

(2012) Amir Hossein Alavi et al.   NEURAL COMPUTING & APPLICATIONS

Measurement of swelling pressure: direct method versus indirect methods

(2011) Kamil Kayabali et al.   CANADIAN GEOTECHNICAL JOURNAL

Empirical modeling of plate load test moduli of soil via gene expression programming

(2011) Ali Mollahasani et al.   COMPUTERS AND GEOTECHNICS

A robust data mining approach for formulation of geotechnical engineering systems

(2011) Amir Hossein Alavi et al.   ENGINEERING COMPUTATIONS

Nonlinear Genetic-Based Models for Prediction of Flow Number of Asphalt Mixtures

(2010) Amir Hossein Gandomi et al.   JOURNAL OF MATERIALS IN CIVIL ENGINEERING

Modelling spatial landscape complexity using the Levenshtein algorithm

(2009) Fivos Papadimitriou   Ecological Informatics

Prediction of swelling pressure of soil using artificial intelligence techniques

(2009) Sarat Kumar Das et al.   Environmental Earth Sciences

Prediction of compressive and tensile strength of Gaziantep basalts via neural networks and gene expression programming

(2008) Hanifi Çanakcı et al.   NEURAL COMPUTING & APPLICATIONS

On Some Aspects of Variable Selection for Partial Least Squares Regression Models

(2007) Partha Pratim Roy et al.   Quantitative structure-activity relationships & combinatorial science