A Novel Feature Selection Approach Based on Tree Models for Evaluating the Punching Shear Capacity of Steel Fiber-Reinforced Concrete Flat Slabs

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

Development of a new methodology for estimating the amount of PPV in surface mines based on prediction and probabilistic models (GEP-MC)

(2020) Jian Zhou et al.   International Journal of Mining Reclamation and Environment

A Combination of Feature Selection and Random Forest Techniques to Solve a Problem Related to Blast-Induced Ground Vibration

(2020) Zhang et al.   Applied Sciences-Basel

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

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

Practical Risk Assessment of Ground Vibrations Resulting from Blasting, Using Gene Expression Programming and Monte Carlo Simulation Techniques

(2020) Amir Mahdiyar et al.   Applied Sciences-Basel

Evaluating Slope Deformation of Earth Dams Due to Earthquake Shaking Using MARS and GMDH Techniques

(2020) Mingxiang Cai et al.   Applied Sciences-Basel

Random Forest and Bayesian Network Techniques for Probabilistic Prediction of Flyrock Induced by Blasting in Quarry Sites

(2020) Han Han et al.   Natural Resources Research

A SVR-GWO technique to minimize flyrock distance resulting from blasting

(2020) Danial Jahed Armaghani et al.   Bulletin of Engineering Geology and the Environment

Prediction of rockburst risk in underground projects developing a neuro-bee intelligent system

(2020) Jian Zhou et al.   Bulletin of Engineering Geology and the Environment

A novel artificial intelligence technique to predict compressive strength of recycled aggregate concrete using ICA-XGBoost model

(2020) Jin Duan et al.   ENGINEERING WITH COMPUTERS

Detection of Flaws in Concrete Using Ultrasonic Tomography and Convolutional Neural Networks

(2020) Marek Słoński et al.   Materials

Optimization of Artificial Intelligence System by Evolutionary Algorithm for Prediction of Axial Capacity of Rectangular Concrete Filled Steel Tubes under Compression

(2020) Hung Quang Nguyen et al.   Materials

Examining Hybrid and Single SVM Models with Different Kernels to Predict Rock Brittleness

(2020) Danial Jahed Armaghani et al.   Sustainability

Estimation of axial load-carrying capacity of concrete-filled steel tubes using surrogate models

(2020) Hai-Bang Ly et al.   NEURAL COMPUTING & APPLICATIONS

A comparative study of ANN and ANFIS models for the prediction of cement-based mortar materials compressive strength

(2020) Danial Jahed Armaghani et al.   NEURAL COMPUTING & APPLICATIONS

Cost-Effective Approaches Based on Machine Learning to Predict Dynamic Modulus of Warm Mix Asphalt with High Reclaimed Asphalt Pavement

(2020) Dong Van Dao et al.   Materials

Mapping and holistic design of natural hydraulic lime mortars

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

The use of new intelligent techniques in designing retaining walls

(2019) Mohammadreza Koopialipoor et al.   ENGINEERING WITH COMPUTERS

Estimating Punching Shear Capacity of Steel Fibre Reinforced Concrete Slabs Using Sequential Piecewise Multiple Linear Regression and Artificial Neural Network

(2019) Nhat-Duc Hoang   MEASUREMENT

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

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

(2019) Payam Sarir et al.   ENGINEERING WITH COMPUTERS

A new hybrid method for predicting ripping production in different weathering zones through in-situ tests

(2019) Edy Tonnizam Mohamad et al.   MEASUREMENT

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

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

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

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

Applying a meta-heuristic algorithm to predict and optimize compressive strength of concrete samples

(2019) Lei Sun et al.   ENGINEERING WITH COMPUTERS

A Gene Expression Programming Model for Predicting Tunnel Convergence

(2019) Mohsen Hajihassani et al.   Applied Sciences-Basel

Prediction of Blast-Induced Rock Movement During Bench Blasting: Use of Gray Wolf Optimizer and Support Vector Regression

(2019) Zhi Yu et al.   Natural Resources Research

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

Invasive Weed Optimization Technique-Based ANN to the Prediction of Rock Tensile Strength

(2019) Lei Huang et al.   Applied Sciences-Basel

Nonlinear behaviour of reinforced concrete flat slabs after a column loss event

(2018) Justin M Russell et al.   ADVANCES IN STRUCTURAL ENGINEERING

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

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

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

Fracture kinematics of reinforced concrete slabs failing in punching

(2018) Dominik Kueres et al.   ENGINEERING STRUCTURES

A punching shear mechanical model for reinforced concrete flat slabs with and without shear reinforcement

(2018) Antonio Marí et al.   ENGINEERING STRUCTURES

Measurements of internal cracking in punching test slabs without shear reinforcement

(2018) Jürgen Einpaul et al.   MAGAZINE OF CONCRETE RESEARCH

Assessment of SFRC flat slab punching behaviour – Part I: monotonic vertical loading

(2018) Nuno D. Gouveia et al.   MAGAZINE OF CONCRETE RESEARCH

Krill herd algorithm-based neural network in structural seismic reliability evaluation

(2018) Panagiotis G. Asteris et al.   MECHANICS OF ADVANCED MATERIALS AND STRUCTURES

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

Validation of the Critical Shear Crack Theory for punching of slabs without transverse reinforcement by means of a refined mechanical model

(2018) João T. Simões et al.   Structural Concrete

Predicting tunnel boring machine performance through a new model based on the group method of data handling

(2018) Mohammadreza Koopialipoor et al.   Bulletin of Engineering Geology and the Environment

Two-parameter kinematic theory for punching shear in reinforced concrete slabs without shear reinforcement

(2018) Dominik Kueres et al.   ENGINEERING STRUCTURES

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

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

3D finite element investigation of the compressive membrane action effect in reinforced concrete flat slabs

(2017) Aikaterini S. Genikomsou et al.   ENGINEERING STRUCTURES

Assessment of SFRC flat slab punching behaviour – Part II: reversed horizontal cyclic loading

(2017) Nuno D. Gouveia et al.   MAGAZINE OF CONCRETE RESEARCH

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

Experimental and theoretical evaluation of punching strength of steel fiber reinforced concrete slabs

(2017) Nuno D. Gouveia et al.   Structural Concrete

Landslide susceptibility assessment in Lianhua County (China): A comparison between a random forest data mining technique and bivariate and multivariate statistical models

(2016) Haoyuan Hong et al.   GEOMORPHOLOGY

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

GIS-based groundwater potential mapping using boosted regression tree, classification and regression tree, and random forest machine learning models in Iran

(2015) Seyed Amir Naghibi et al.   ENVIRONMENTAL MONITORING AND ASSESSMENT

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

Punching shear capacity estimation of FRP-reinforced concrete slabs using a hybrid machine learning approach

(2015) Duy-Thang Vu et al.   Structure and Infrastructure Engineering

SFRC flat slabs punching behaviour – Experimental research

(2014) Nuno D. Gouveia et al.   COMPOSITES PART B-ENGINEERING

Modeling of masonry failure surface under biaxial compressive stress using Neural Networks

(2014) Vagelis Plevris et al.   CONSTRUCTION AND BUILDING MATERIALS

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

Assessment of CSA A23.3 structural integrity requirements for two-way slabs

(2012) Farshad Habibi et al.   CANADIAN JOURNAL OF CIVIL ENGINEERING

Punching shear strength of steel fibre reinforced concrete slabs

(2012) L.F. Maya et al.   ENGINEERING STRUCTURES

Punching Shear Capacity of Interior SFRC Slab-Column Connections

(2011) Long Nguyen-Minh et al.   JOURNAL OF STRUCTURAL ENGINEERING

Recent trends in steel fibered high-strength concrete

(2011) Abid A. Shah et al.   MATERIALS & DESIGN

Design Equation for Punching Shear Capacity of SFRC Slabs

(2011) Hiroshi Higashiyama et al.   International Journal of Concrete Structures and Materials

Comparison and ranking of different modelling techniques for prediction of site index in Mediterranean mountain forests

(2010) Wim Aertsen et al.   ECOLOGICAL MODELLING