Reduction of computational error by optimizing SVR kernel coefficients to simulate concrete compressive strength through the use of a human learning optimization algorithm

Investigating the effective parameters on the risk levels of rockburst phenomena by developing a hybrid heuristic algorithm

(2020) Jian Zhou et al.   ENGINEERING WITH COMPUTERS

Re-epithelialization and immune cell behaviour in an ex vivo human skin model

(2020) Ana Rakita et al.   Scientific Reports

Seepage Analysis in Short Embankments Using Developing a Metaheuristic Method Based on Governing Equations

(2020) Dongchun Tang et al.   Applied Sciences-Basel

Mapping and holistic design of natural hydraulic lime mortars

(2020) Maria Apostolopoulou et al.   CEMENT AND CONCRETE RESEARCH

Effect of Modifiers on the Rutting, Moisture-Induced Damage, and Workability Properties of Hot Mix Asphalt Mixtures

(2020) Jiandong Huang et al.   Applied Sciences-Basel

A new hybrid grey wolf optimizer-feature weighted-multiple kernel-support vector regression technique to predict TBM performance

(2020) Haiqing Yang et al.   ENGINEERING WITH COMPUTERS

Predicting the Permeability of Pervious Concrete Based on the Beetle Antennae Search Algorithm and Random Forest Model

(2020) Jiandong Huang et al.   Advances in Civil Engineering

Soft computing techniques: Systematic multiscale models to predict the compressive strength of HVFA concrete based on mix proportions and curing times

(2020) Ahmed Mohammed et al.   Journal of Building Engineering

Anti-rutting performance of the damping asphalt mixtures (DAMs) made with a high content of asphalt rubber (AR)

(2020) Jiandong Huang et al.   CONSTRUCTION AND BUILDING MATERIALS

A novel approach for classification of soils based on laboratory tests using Adaboost, Tree and ANN modeling

(2020) Binh Thai Pham et al.   Transportation Geotechnics

Predicting TBM penetration rate in hard rock condition: A comparative study among six XGB-based metaheuristic techniques

(2020) Jian Zhou et al.   Geoscience Frontiers

The use of new intelligent techniques in designing retaining walls

(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

Performance evaluation of RBF- and SVM-based machine learning algorithms for predictive mineral prospectivity modeling: integration of S-A multifractal model and mineralization controls

(2019) Reza Ghezelbash et al.   Earth Science Informatics

Prediction of Scour Depth below River Pipeline using Support Vector Machine

(2019) Abbas Parsaie et al.   KSCE Journal of Civil Engineering

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

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

Effect of Water Content on Argillization of Mudstone During the Tunnelling process

(2019) Bolong Liu et al.   ROCK MECHANICS AND ROCK ENGINEERING

Influencing factors analysis and forecasting of residential energy-related CO2 emissions utilizing optimized support vector machine

(2019) Lei Wen et al.   JOURNAL OF CLEANER PRODUCTION

Slope stability prediction for circular mode failure using gradient boosting machine approach based on an updated database of case histories

(2019) Jian Zhou et al.   SAFETY SCIENCE

Forecasting of TBM advance rate in hard rock condition based on artificial neural network and genetic programming techniques

(2019) Jian Zhou et al.   Bulletin of Engineering Geology and the Environment

Model test on the entrainment phenomenon and energy conversion mechanism of flow-like landslides

(2018) H.Q. Yang et al.   ENGINEERING GEOLOGY

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

Investigation on the Cracking Character of Jointed Rock Mass Beneath TBM Disc Cutter

(2018) Haiqing Yang et al.   ROCK MECHANICS AND ROCK ENGINEERING

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

(2018) Mohammadreza Koopialipoor et al.   SOFT COMPUTING

Effects of joints on the cutting behavior of disc cutter running on the jointed rock mass

(2018) H.Q. Yang et al.   TUNNELLING AND UNDERGROUND SPACE TECHNOLOGY

Data-driven support vector machine with optimization techniques for structural health monitoring and damage detection

(2017) Guoqing Gui et al.   KSCE Journal of Civil Engineering

Model tree approach for predicting uniaxial compressive strength and Young’s modulus of carbonate rocks

(2016) Ebrahim Ghasemi et al.   Bulletin of Engineering Geology and the Environment

A human learning optimization algorithm and its application to multi-dimensional knapsack problems

(2015) Ling Wang et al.   APPLIED SOFT COMPUTING

Comparative performance of six supervised learning methods for the development of models of hard rock pillar stability prediction

(2015) Jian Zhou et al.   NATURAL HAZARDS

Analysis of the excavation damaged zone around a tunnel accounting for geostress and unloading

(2014) H.Q. Yang et al.   INTERNATIONAL JOURNAL OF ROCK MECHANICS AND MINING SCIENCES

Evaluation of effect of blast design parameters on flyrock using artificial neural networks

(2012) M. Monjezi et al.   NEURAL COMPUTING & APPLICATIONS

Backbreak prediction in the Chadormalu iron mine using artificial neural network

(2012) M. Monjezi et al.   NEURAL COMPUTING & APPLICATIONS

Study of the influence of geotechnical parameters on the TBM performance in Tehran–Shomal highway project using ANN and SPSS

(2011) S. R. Torabi et al.   Arabian Journal of Geosciences

Optimization of Open pit Blast Parameters using Genetic Algorithm

(2011) M. Monjezi et al.   INTERNATIONAL JOURNAL OF ROCK MECHANICS AND MINING SCIENCES

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 flyrock and backbreak in open pit blasting operation: a neuro-genetic approach

(2010) M. Monjezi et al.   Arabian Journal of Geosciences