Predicting tunnel squeezing using support vector machine optimized by whale optimization algorithm

A hybrid metaheuristic approach using random forest and particle swarm optimization to study and evaluate backbreak in open-pit blasting

(2022) Yong Dai et al.   NEURAL COMPUTING & APPLICATIONS

Application of deep learning algorithms in geotechnical engineering: a short critical review

(2021) Wengang Zhang et al.   ARTIFICIAL INTELLIGENCE REVIEW

Rockburst prediction in hard rock mines developing bagging and boosting tree-based ensemble techniques

(2021) Shi-ming Wang et al.   Journal of Central South University

Towards intelligent construction: Automating the mixture design of lightweight foamed concrete using multi-objective firefly algorithm and support vector regression

(2021) Junfei Zhang et al.   CEMENT & CONCRETE COMPOSITES

Performance evaluation of hybrid WOA-XGBoost, GWO-XGBoost and BO-XGBoost models to predict blast-induced ground vibration

(2021) Yingui Qiu et al.   ENGINEERING WITH COMPUTERS

Reinforced SVM Method and Memorization Mechanisms

(2021) Vladimir Vapnik et al.   PATTERN RECOGNITION

An optimized system of GMDH-ANFIS predictive model by ICA for estimating pile bearing capacity

(2021) Danial Jahed Armaghani et al.   ARTIFICIAL INTELLIGENCE REVIEW

Forecasting energy consumption of long-distance oil products pipeline based on improved fruit fly optimization algorithm and support vector regression

(2021) Gang Hu et al.   ENERGY

Performance evaluation of hybrid GA–SVM and GWO–SVM models to predict earthquake-induced liquefaction potential of soil: a multi-dataset investigation

(2021) Jian Zhou et al.   ENGINEERING WITH COMPUTERS

Developing a hybrid model of Jaya algorithm-based extreme gradient boosting machine to estimate blast-induced ground vibrations

(2021) Jian Zhou et al.   INTERNATIONAL JOURNAL OF ROCK MECHANICS AND MINING SCIENCES

Performance of Hybrid SCA-RF and HHO-RF Models for Predicting Backbreak in Open-Pit Mine Blasting Operations

(2021) Jian Zhou et al.   Natural Resources Research

Proposing a novel comprehensive evaluation model for the coal burst liability in underground coal mines considering uncertainty factors

(2021) Jian Zhou et al.   International Journal of Mining Science and Technology

A many-objective whale optimization algorithm to perform robust distributed clustering in wireless sensor network

(2021) Dinesh Kumar Kotary et al.   APPLIED SOFT COMPUTING

A support vector regression (SVR)-based method for dynamic load identification using heterogeneous responses under interval uncertainties

(2021) Yaru Liu et al.   APPLIED SOFT COMPUTING

Prediction of the axial compressive strength of circular concrete-filled steel tube columns using sine cosine algorithm-support vector regression

(2021) Fei Lyu et al.   COMPOSITE STRUCTURES

Application of various robust techniques to study and evaluate the role of effective parameters on rock fragmentation

(2021) Amirhossein Mehrdanesh et al.   ENGINEERING WITH COMPUTERS

A stock selection algorithm hybridizing grey wolf optimizer and support vector regression

(2021) Meng Liu et al.   EXPERT SYSTEMS WITH APPLICATIONS

Prediction of TBM performance in fresh through weathered granite using empirical and statistical approaches

(2021) Danial Jahed Armaghani et al.   TUNNELLING AND UNDERGROUND SPACE TECHNOLOGY

Lifecycle cost forecast of 110 kV power transformers based on support vector regression and gray wolf optimization

(2021) Mingming Du et al.   Alexandria Engineering Journal

Shear strength estimation of reinforced concrete walls using support vector regression improved by Teaching–learning-based optimization, Particle Swarm optimization, and Harris Hawks Optimization algorithms

(2021) Payam Parsa et al.   Journal of Building Engineering

An intelligent procedure for updating deformation prediction of braced excavation in clay using gated recurrent unit neural networks

(2021) Jie Yang et al.   Journal of Rock Mechanics and Geotechnical Engineering

Prediction of blasting mean fragment size using support vector regression combined with five optimization algorithms

(2021) Enming Li et al.   Journal of Rock Mechanics and Geotechnical Engineering

A firefly algorithm modified support vector machine for the credit risk assessment of supply chain finance

(2021) Hao Zhang et al.   Research in International Business and Finance

Predicting tunnel squeezing using a hybrid classifier ensemble with incomplete data

(2020) Junfei Zhang et al.   Bulletin of Engineering Geology and the Environment

Development of a New Empirical Method to Tunnel Squeezing Classification (TSC)

(2020) Hadi Farhadian et al.   Quarterly Journal of Engineering Geology and Hydrogeology

Developing a hybrid model of salp swarm algorithm-based support vector machine to predict the strength of fiber-reinforced cemented paste backfill

(2020) Enming Li et al.   ENGINEERING WITH COMPUTERS

Dynamic and Probabilistic Multi-class Prediction of Tunnel Squeezing Intensity

(2020) Yu Chen et al.   ROCK MECHANICS AND ROCK ENGINEERING

Prediction of undrained shear strength using extreme gradient boosting and random forest based on Bayesian optimization

(2020) Wengang Zhang et al.   Geoscience Frontiers

Modeling daily reference evapotranspiration via a novel approach based on support vector regression coupled with whale optimization algorithm

(2020) Babak Mohammadi et al.   AGRICULTURAL WATER MANAGEMENT

Optimization of support vector machine through the use of metaheuristic algorithms in forecasting TBM advance rate

(2020) Jian Zhou et al.   ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE

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

(2020) Jian Zhou et al.   Geoscience Frontiers

Feasibility of Stochastic Gradient Boosting Approach for Evaluating Seismic Liquefaction Potential Based on SPT and CPT Case Histories

(2019) Jian Zhou et al.   JOURNAL OF PERFORMANCE OF CONSTRUCTED FACILITIES

Supervised Machine Learning Techniques to the Prediction of Tunnel Boring Machine Penetration Rate

(2019) Hai Xu et al.   Applied Sciences-Basel

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

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

(2019) Wengang Zhang et al.   Geoscience Frontiers

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

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

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

Predicting Tunnel Squeezing Using Multiclass Support Vector Machines

(2018) Yang Sun et al.   Advances in Civil Engineering

Prediction of Ground Behaviour for Rock Tunnelling

(2018) R. D. Dwivedi et al.   ROCK MECHANICS AND ROCK ENGINEERING

A multiple-graph technique for preliminary assessment of ground conditions for tunneling

(2017) Dipaloke Majumder et al.   INTERNATIONAL JOURNAL OF ROCK MECHANICS AND MINING SCIENCES

Determination of earth pressure balance tunnel-related maximum surface settlement: a multivariate adaptive regression splines approach

(2016) A. T. C. Goh et al.   Bulletin of Engineering Geology and the Environment

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

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

Predicting tunnel squeezing with incomplete data using Bayesian networks

(2015) Xianda Feng et al.   ENGINEERING GEOLOGY

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

Application of RMR for Estimating Rock-Mass–Related TBM Utilization and Performance Parameters: A Case Study

(2014) O. Frough et al.   ROCK MECHANICS AND ROCK ENGINEERING

Prediction of tunnel deformation in squeezing grounds

(2013) R.D. Dwivedi et al.   ENGINEERING GEOLOGY

Reliability assessment of stability of underground rock caverns

(2012) A.T.C. Goh et al.   INTERNATIONAL JOURNAL OF ROCK MECHANICS AND MINING SCIENCES

Prediction of Backbreak in Open-Pit Blasting Operations Using the Machine Learning Method

(2012) Manoj Khandelwal et al.   ROCK MECHANICS AND ROCK ENGINEERING

Support vector machines approach to mean particle size of rock fragmentation due to bench blasting prediction

(2012) Xiu-zhi SHI et al.   TRANSACTIONS OF NONFERROUS METALS SOCIETY OF CHINA

A linear classifier for probabilistic prediction of squeezing conditions in Himalayan tunnels

(2011) R. Jimenez et al.   ENGINEERING GEOLOGY

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 tunnel convergence using Artificial Neural Networks

(2011) Satar Mahdevari et al.   TUNNELLING AND UNDERGROUND SPACE TECHNOLOGY

Blast-induced ground vibration prediction using support vector machine

(2010) Manoj Khandelwal   ENGINEERING WITH COMPUTERS