The effect of ICA and PSO on ANN results in approximating elasticity modulus of rock material

Implementing an ANN model optimized by genetic algorithm for estimating cohesion of limestone samples

(2017) Manoj Khandelwal et al.   ENGINEERING WITH COMPUTERS

Optimizing an ANN model with ICA for estimating bearing capacity of driven pile in cohesionless soil

(2017) Hossein Moayedi 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

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

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

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

Intelligent modelling of sandstone deformation behaviour using fuzzy logic and neural network systems

(2016) Behnam Yazdani Bejarbaneh et al.   Bulletin of Engineering Geology and the Environment

Feasibility of PSO-ANN model for predicting surface settlement caused by tunneling

(2016) Mahdi Hasanipanah et al.   ENGINEERING WITH COMPUTERS

A hybrid artificial bee colony algorithm-artificial neural network for forecasting the blast-produced ground vibration

(2016) Khalil Taheri et al.   ENGINEERING WITH COMPUTERS

Rock strength assessment based on regression tree technique

(2016) Maybelle Liang et al.   ENGINEERING WITH COMPUTERS

Prediction of the uniaxial compressive strength of sandstone using various modeling techniques

(2016) Danial Jahed Armaghani et al.   INTERNATIONAL JOURNAL OF ROCK MECHANICS AND MINING SCIENCES

Application of PSO to develop a powerful equation for prediction of flyrock due to blasting

(2016) Mahdi Hasanipanah et al.   NEURAL COMPUTING & APPLICATIONS

Prediction of the durability of limestone aggregates using computational techniques

(2016) Seyed Vahid Alavi Nezhad Khalil Abad et al.   NEURAL COMPUTING & APPLICATIONS

Rock strength estimation: a PSO-based BP approach

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

Airblast prediction through a hybrid genetic algorithm-ANN model

(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

Risk Assessment and Prediction of Flyrock Distance by Combined Multiple Regression Analysis and Monte Carlo Simulation of Quarry Blasting

(2016) Danial Jahed Armaghani et al.   ROCK MECHANICS AND ROCK ENGINEERING

Prediction of the strength and elasticity modulus of granite through an expert artificial neural network

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

A research of consistencies and progresses of geoid models in Turkey

(2015) Nazan Yilmaz et al.   Arabian Journal of Geosciences

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

(2015) Samira Shams 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

Genetic programing and non-linear multiple regression techniques to predict backbreak in blasting operation

(2015) Roohollah Shirani Faradonbeh et al.   ENGINEERING WITH COMPUTERS

Application of several non-linear prediction tools for estimating uniaxial compressive strength of granitic rocks and comparison of their performances

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

Combination of neural network and ant colony optimization algorithms for prediction and optimization of flyrock and back-break induced by blasting

(2015) Amir Saghatforoush 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

Several non-linear models in estimating air-overpressure resulting from mine blasting

(2015) Mahdi Hasanipanah et al.   ENGINEERING WITH COMPUTERS

A combination of the ICA-ANN model to predict air-overpressure resulting from blasting

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

Prediction of blast-induced air overpressure: a hybrid AI-based predictive model

(2015) Danial Jahed Armaghani et al.   ENVIRONMENTAL MONITORING AND ASSESSMENT

Strength characterisation of shale using Mohr–Coulomb and Hoek–Brown criteria

(2015) Behnam Yazdani Bejarbaneh et al.   MEASUREMENT

Developing a hybrid PSO–ANN model for estimating the ultimate bearing capacity of rock-socketed piles

(2015) Danial Jahed Armaghani et al.   NEURAL COMPUTING & APPLICATIONS

Ground vibration prediction in quarry blasting through an artificial neural network optimized by imperialist competitive algorithm

(2014) Mohsen Hajihassani et al.   Bulletin of Engineering Geology and the Environment

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

A Novel Approach for Blast-Induced Flyrock Prediction Based on Imperialist Competitive Algorithm and Artificial Neural Network

(2014) Aminaton Marto et al.   TheScientificWorldJOURNAL

Indirect estimation of unconfined compressive strength of carbonate rocks using extreme learning machine

(2014) Zaobao Liu et al.   Acta Geotechnica

Prediction of uniaxial compressive strength of granitic rocks by various nonlinear tools and comparison of their performances

(2013) N. Yesiloglu-Gultekin et al.   INTERNATIONAL JOURNAL OF ROCK MECHANICS AND MINING SCIENCES

Optimal parameters selection for BP neural network based on particle swarm optimization: A case study of wind speed forecasting

(2013) Chao Ren et al.   KNOWLEDGE-BASED SYSTEMS

A hybridized artificial neural network and imperialist competitive algorithm optimization approach for prediction of soil compaction in soil bin facility

(2013) Hamid Taghavifar et al.   MEASUREMENT

Evolving artificial neural network and imperialist competitive algorithm for prediction oil flow rate of the reservoir

(2012) Mohammad Ali Ahmadi et al.   APPLIED SOFT COMPUTING

An intelligent approach to predict unconfined compressive strength of rock surrounding access tunnels in longwall coal mining

(2012) Mohammad Rezaei et al.   NEURAL COMPUTING & APPLICATIONS

A neuro-fuzzy approach for prediction of longitudinal wave velocity

(2012) A. K. Verma et al.   NEURAL COMPUTING & APPLICATIONS

Estimation of elastic constant of rocks using an ANFIS approach

(2011) Rajesh Singh et al.   APPLIED SOFT COMPUTING

Comparative analysis of intelligent algorithms to correlate strength and petrographic properties of some schistose rocks

(2011) T. N. Singh et al.   ENGINEERING WITH COMPUTERS

Prediction of hard rock TBM penetration rate using particle swarm optimization

(2011) Saffet Yagiz et al.   INTERNATIONAL JOURNAL OF ROCK MECHANICS AND MINING SCIENCES

Prediction of blast-induced ground vibration using artificial neural network

(2009) Manoj Khandelwal et al.   INTERNATIONAL JOURNAL OF ROCK MECHANICS AND MINING SCIENCES

Prediction of the strength and elasticity modulus of gypsum using multiple regression, ANN, and ANFIS models

(2008) Işık Yilmaz et al.   INTERNATIONAL JOURNAL OF ROCK MECHANICS AND MINING SCIENCES

Prediction of uniaxial compressive strength of sandstones using petrography-based models

(2007) K. Zorlu et al.   ENGINEERING GEOLOGY

Prediction of compressive and tensile strength of limestone via genetic programming

(2007) A BAYKASOGLU et al.   EXPERT SYSTEMS WITH APPLICATIONS