Developing GEP tree-based, neuro-swarm, and whale optimization models for evaluation of bearing capacity of concrete-filled steel tube columns

The use of new intelligent techniques in designing retaining walls

(2019) Mohammadreza Koopialipoor et al.   ENGINEERING WITH COMPUTERS

Development of a new hybrid ANN for solving a geotechnical problem related to tunnel boring machine performance

(2019) Mohammadreza Koopialipoor et al.   ENGINEERING WITH COMPUTERS

Artificial bee colony-based neural network for the prediction of the fundamental period of infilled frame structures

(2019) Panagiotis G. Asteris et al.   NEURAL COMPUTING & APPLICATIONS

Developing a new intelligent technique to predict overbreak in tunnels using an artificial bee colony-based ANN

(2019) Mohammadreza Koopialipoor et al.   Environmental Earth Sciences

A Monte Carlo simulation approach for effective assessment of flyrock based on intelligent system of neural network

(2019) Jian Zhou et al.   ENGINEERING WITH COMPUTERS

A new methodology for optimization and prediction of rate of penetration during drilling operations

(2019) Yanru Zhao et al.   ENGINEERING WITH COMPUTERS

Effects of a proper feature selection on prediction and optimization of drilling rate using intelligent techniques

(2019) Xiufeng Liao et al.   ENGINEERING WITH COMPUTERS

Application of deep neural networks in predicting the penetration rate of tunnel boring machines

(2019) Mohammadreza Koopialipoor et al.   Bulletin of Engineering Geology and the Environment

Optimization of EPB Shield Performance with Adaptive Neuro-Fuzzy Inference System and Genetic Algorithm

(2019) Khalid Elbaz et al.   Applied Sciences-Basel

A new approach for estimation of rock brittleness based on non-destructive tests

(2019) Mohammadreza Koopialipoor et al.   Nondestructive Testing and Evaluation

Multi-planar detection optimization algorithm for the interval charging structure of large-diameter longhole blasting design based on rock fragmentation aspects

(2018) Mingzheng Wang et al.   ENGINEERING OPTIMIZATION

Three hybrid intelligent models in estimating flyrock distance resulting from blasting

(2018) Mohammadreza Koopialipoor et al.   ENGINEERING WITH COMPUTERS

A combination of artificial bee colony and neural network for approximating the safety factor of retaining walls

(2018) Ebrahim Noroozi Ghaleini et al.   ENGINEERING WITH COMPUTERS

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

Experimental study on axially compressed circular CFST columns with improved confinement effect

(2018) Liusheng He et al.   JOURNAL OF CONSTRUCTIONAL STEEL RESEARCH

Experimental and intelligent techniques to estimate bearing capacity of cohesive soft soils reinforced with soil-cement columns

(2018) Aliff Ridzuan Bunawan et al.   MEASUREMENT

Applying various hybrid intelligent systems to evaluate and predict slope stability under static and dynamic conditions

(2018) Mohammadreza Koopialipoor et al.   SOFT COMPUTING

Estimating and optimizing safety factors of retaining wall through neural network and bee colony techniques

(2018) Behrouz Gordan et al.   ENGINEERING WITH COMPUTERS

Evaluation method of rockburst: State-of-the-art literature review

(2018) Jian Zhou et al.   TUNNELLING AND UNDERGROUND SPACE TECHNOLOGY

Rock tensile strength prediction using empirical and soft computing approaches

(2018) Amir Mahdiyar et al.   Bulletin of Engineering Geology and the Environment

Overbreak prediction and optimization in tunnel using neural network and bee colony techniques

(2018) Mohammadreza Koopialipoor et al.   ENGINEERING WITH COMPUTERS

Evaluation of foam conditioning effect on groundwater inflow at tunnel cutting face

(2018) Xiao-Xue Liu et al.   INTERNATIONAL JOURNAL FOR NUMERICAL AND ANALYTICAL METHODS IN GEOMECHANICS

Perspectives for flood risk assessment and management for mega-city metro system

(2018) Hai-Min Lyu et al.   TUNNELLING AND UNDERGROUND SPACE TECHNOLOGY

Evaluation of axial strength in circular STCC columns using UHPC and UHPFRC

(2018) An Le Hoang et al.   JOURNAL OF CONSTRUCTIONAL STEEL RESEARCH

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

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

An expert system based on hybrid ICA-ANN technique to estimate macerals contents of Indian coals

(2017) Manoj Khandelwal et al.   Environmental Earth Sciences

Self-compacting concrete strength prediction using surrogate models

(2017) Panagiotis G. Asteris et al.   NEURAL COMPUTING & APPLICATIONS

Feed-Forward Neural Network Prediction of the Mechanical Properties of Sandcrete Materials

(2017) Panagiotis Asteris et al.   SENSORS

Development of hybrid intelligent models for predicting TBM penetration rate in hard rock condition

(2017) Danial Jahed Armaghani et al.   TUNNELLING AND UNDERGROUND SPACE TECHNOLOGY

Feasibility of Random-Forest Approach for Prediction of Ground Settlements Induced by the Construction of a Shield-Driven Tunnel

(2017) Jian Zhou et al.   International Journal of Geomechanics

The Whale Optimization Algorithm

(2016) Seyedali Mirjalili et al.   ADVANCES IN ENGINEERING SOFTWARE

Development of a new model for predicting flyrock distance in quarry blasting: a genetic programming technique

(2016) Roohollah Shirani Faradonbeh et al.   Bulletin of Engineering Geology and the Environment

Function development for appraising brittleness of intact rocks using genetic programming and non-linear multiple regression models

(2016) Manoj Khandelwal et al.   ENGINEERING WITH COMPUTERS

A new model based on gene expression programming to estimate air flow in a single rock joint

(2016) Manoj Khandelwal et al.   Environmental Earth Sciences

ANN Model for Predicting the Compressive Strength of Circular Steel-Confined Concrete

(2016) M. Ahmadi et al.   International Journal of Civil Engineering

Prediction of ground vibration due to quarry blasting based on gene expression programming: a new model for peak particle velocity prediction

(2016) R Shirani Faradonbeh et al.   International Journal of Environmental Science and Technology

Genetic programming and gene expression programming for flyrock assessment due to mine blasting

(2016) Roohollah Shirani Faradonbeh et al.   INTERNATIONAL JOURNAL OF ROCK MECHANICS AND MINING SCIENCES

Classification of Rockburst in Underground Projects: Comparison of Ten Supervised Learning Methods

(2016) Jian Zhou et al.   JOURNAL OF COMPUTING IN CIVIL ENGINEERING

Potential of soft computing approach for evaluating the factors affecting the capacity of steel–concrete composite beam

(2016) Ali Toghroli et al.   JOURNAL OF INTELLIGENT MANUFACTURING

Utilizing gradient boosted machine for the prediction of damage to residential structures owing to blasting vibrations of open pit mining

(2016) Jian Zhou et al.   JOURNAL OF VIBRATION AND CONTROL

Anisotropic masonry failure criterion using artificial neural networks

(2016) Panagiotis G. Asteris et al.   NEURAL COMPUTING & APPLICATIONS

Feasibility of ICA in approximating ground vibration resulting from mine blasting

(2016) Danial Jahed Armaghani et al.   NEURAL COMPUTING & APPLICATIONS

Settlement prediction of the rock-socketed piles through a new technique based on gene expression programming

(2016) Danial Jahed Armaghani et al.   NEURAL COMPUTING & APPLICATIONS

An optimized ANN model based on genetic algorithm for predicting ripping production

(2016) Edy Tonnizam Mohamad et al.   NEURAL COMPUTING & APPLICATIONS

Potential of adaptive neuro fuzzy inference system for evaluating the factors affecting steel-concrete composite beam's shear strength

(2016) M. Safa et al.   STEEL AND COMPOSITE STRUCTURES

Prediction of the Fundamental Period of Infilled RC Frame Structures Using Artificial Neural Networks

(2016) Panagiotis G. Asteris et al.   Computational Intelligence and Neuroscience

Application of fuzzy inference system for prediction of rock fragmentation induced by blasting

(2015) Samira Shams et al.   Arabian Journal of Geosciences

Neuro-fuzzy technique to predict air-overpressure induced by blasting

(2015) Danial Jahed Armaghani et al.   Arabian Journal of Geosciences

Application of Artificial Neural Network for Predicting Shaft and Tip Resistances of Concrete Piles

(2015) Ehsan Momeni et al.   Earth Sciences Research Journal

New Gene Expression Programming models for normalized shear modulus and damping ratio of sands

(2015) Amin Keshavarz et al.   ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE

Prediction of seismic slope stability through combination of particle swarm optimization and neural network

(2015) Behrouz Gordan et al.   ENGINEERING WITH COMPUTERS

Evaluation and prediction of flyrock resulting from blasting operations using empirical and computational methods

(2015) D. Jahed Armaghani et al.   ENGINEERING WITH COMPUTERS

Blast-induced air and ground vibration prediction: a particle swarm optimization-based artificial neural network approach

(2015) Mohsen Hajihassani et al.   Environmental Earth Sciences

Effect of continuous spirals on uni-axial strength and ductility of CFST columns

(2015) M.H. Lai et al.   JOURNAL OF CONSTRUCTIONAL STEEL RESEARCH

Full-Scale Tests of Slender Concrete-Filled Tubes: Interaction Behavior

(2014) Tiziano Perea et al.   JOURNAL OF STRUCTURAL ENGINEERING

Indirect measure of shale shear strength parameters by means of rock index tests through an optimized artificial neural network

(2014) Danial Jahed Armaghani et al.   MEASUREMENT

Prediction of shear capacity of channel shear connectors using the ANFIS model

(2014) Ali Toghroli et al.   STEEL AND COMPOSITE STRUCTURES

Integrative Approaches to the Study of Baleen Whale Diving Behavior, Feeding Performance, and Foraging Ecology

(2013) Jeremy A. Goldbogen et al.   BIOSCIENCE

Suspended sediment load prediction of river systems: GEP approach

(2012) H. Md. Azamathulla et al.   Arabian Journal of Geosciences

Gene-expression programming to predict friction factor for Southern Italian rivers

(2012) H. Md. Azamathulla   NEURAL COMPUTING & APPLICATIONS

Long-term prediction model of rockburst in underground openings using heuristic algorithms and support vector machines

(2011) Jian Zhou et al.   SAFETY SCIENCE

Prediction of FRP-confined compressive strength of concrete using artificial neural networks

(2010) H. Naderpour et al.   COMPOSITE STRUCTURES

Application of soft computing to predict blast-induced ground vibration

(2009) Manoj Khandelwal et al.   ENGINEERING WITH COMPUTERS