Keyword Index

A

  • Advanced Optimizers Deep Neural Network Regression with Advanced Training Algorithms for Estimating the Compressive Strength of Manufactured-Sand Concrete [Volume 7, Issue 1, 2023, Pages 114-134]
  • Agriculture waste Prediction of Compressive Strength of Corncob Ash Concrete for Environmental Sustainability Using an Artificial Neural Network: A Soft Computing Techniques [Volume 7, Issue 2, 2023, Pages 115-137]
  • Air pollution Air Quality Prediction - A Study Using Neural Network Based Approach [Volume 7, Issue 1, 2023, Pages 93-113]
  • Air Quality Prediction Air Quality Prediction - A Study Using Neural Network Based Approach [Volume 7, Issue 1, 2023, Pages 93-113]
  • ANN Air Quality Prediction - A Study Using Neural Network Based Approach [Volume 7, Issue 1, 2023, Pages 93-113]
  • ANN An Artificial Intelligence Approach for Tunnel Construction Performance [Volume 7, Issue 2, 2023, Pages 138-154]
  • ANN Soft Computing Techniques for Predicting Chemical Oxygen Demand in River Water [Volume 7, Issue 4, 2023, Pages 110-131]
  • ANOVA The Optimization of Mix Proportion of Hot Mix Asphalt for Sustainable Flexible Pavements: Experimental Study and Grey Taguchi Relational Analysis [Volume 7, Issue 1, 2023, Pages 1-19]
  • Artificial intelligence Air Quality Prediction - A Study Using Neural Network Based Approach [Volume 7, Issue 1, 2023, Pages 93-113]
  • Artificial Intelligent A Hybrid Ant Lion Optimizer (ALO) Algorithm for Construction Site Layout Optimization [Volume 7, Issue 4, 2023, Pages 50-71]
  • Artificial Neural Network Models Development for Asphalt Pavement Performance Index in Different Climate Regions Using Soft Computing Techniques [Volume 7, Issue 1, 2023, Pages 20-42]
  • Artificial Neural Network Predicting The Strength Properties of Self Healing Concrete Using Artificial Neural Network [Volume 7, Issue 1, 2023, Pages 56-71]

B

  • Bond strength Performance Based Review and Fine-Tuning of TRM-Concrete Bond Strength Existing Models [Volume 7, Issue 1, 2023, Pages 43-55]

C

  • Calibration Process Performance Based Review and Fine-Tuning of TRM-Concrete Bond Strength Existing Models [Volume 7, Issue 1, 2023, Pages 43-55]
  • Chemical Oxygen demand Soft Computing Techniques for Predicting Chemical Oxygen Demand in River Water [Volume 7, Issue 4, 2023, Pages 110-131]
  • Compression Index Tree-Based Techniques for Predicting the Compression Index of Clayey Soils [Volume 7, Issue 3, 2023, Pages 52-67]
  • Compressive strength Deep Neural Network Regression with Advanced Training Algorithms for Estimating the Compressive Strength of Manufactured-Sand Concrete [Volume 7, Issue 1, 2023, Pages 114-134]
  • Compressive strength Prediction of Compressive Strength for Fly Ash-Based Concrete: Critical Comparison of Machine Learning Algorithms [Volume 7, Issue 3, 2023, Pages 68-110]
  • Computer Programming Connection Design of Precast Concrete Structures Using Machine Learning Techniques [Volume 7, Issue 3, 2023, Pages 143-155]
  • Consolidation Tree-Based Techniques for Predicting the Compression Index of Clayey Soils [Volume 7, Issue 3, 2023, Pages 52-67]
  • Construction materials Prediction of Compressive Strength of Corncob Ash Concrete for Environmental Sustainability Using an Artificial Neural Network: A Soft Computing Techniques [Volume 7, Issue 2, 2023, Pages 115-137]
  • Continuous Genetic Algorithm Application of Meta-Heuristic Algorithms in Reservoir Supply Optimization, Case Study: Mahabad Dam in Iran [Volume 7, Issue 2, 2023, Pages 98-114]
  • Contourlet Transform A Comparative Study of Shearlet, Wavelet, Laplacian Pyramid, Curvelet, and Contourlet Transform to Defect Detection [Volume 7, Issue 2, 2023, Pages 1-42]
  • Crystalline admixture Predicting The Strength Properties of Self Healing Concrete Using Artificial Neural Network [Volume 7, Issue 1, 2023, Pages 56-71]

D

  • Damage detection A Comparative Study of Shearlet, Wavelet, Laplacian Pyramid, Curvelet, and Contourlet Transform to Defect Detection [Volume 7, Issue 2, 2023, Pages 1-42]
  • Data-driven model Application of GEP, M5-TREE, ANFIS, and MARS for Predicting Scour Depth in Live Bed Conditions around Bridge Piers [Volume 7, Issue 4, 2023, Pages 24-49]
  • Deep Foundation Capacity Effect of SVM Kernel Functions on Bearing Capacity Assessment of Deep Foundations [Volume 7, Issue 3, 2023, Pages 111-128]
  • Deep Learning Deep Neural Network Regression with Advanced Training Algorithms for Estimating the Compressive Strength of Manufactured-Sand Concrete [Volume 7, Issue 1, 2023, Pages 114-134]
  • DEEP-LSTM Comparison of DEEP-LSTM and MLP Models in Estimation of Evaporation Pan for Arid Regions [Volume 7, Issue 2, 2023, Pages 155-175]
  • Deep Neural Network Computer Vision-Based Recognition of Pavement Crack Patterns Using Light Gradient Boosting Machine, Deep Neural Network, and Convolutional Neural Network [Volume 7, Issue 3, 2023, Pages 21-51]
  • Deep Neural Network Predictive Models for Prediction of Broad Crested Gabion Weir Aeration Performance [Volume 7, Issue 2, 2023, Pages 43-73]

E

  • Election Algorithm Application of Meta-Heuristic Algorithms in Reservoir Supply Optimization, Case Study: Mahabad Dam in Iran [Volume 7, Issue 2, 2023, Pages 98-114]
  • Empirical relations Predictive Models for Prediction of Broad Crested Gabion Weir Aeration Performance [Volume 7, Issue 2, 2023, Pages 43-73]
  • Entropy weight Environmental Risk Management of Eyvashan Dam Using Traditional-FMEA and FIS-FMEA Methods [Volume 7, Issue 3, 2023, Pages 1-20]
  • Evaporation pan Comparison of DEEP-LSTM and MLP Models in Estimation of Evaporation Pan for Arid Regions [Volume 7, Issue 2, 2023, Pages 155-175]
  • Extreme gradient boosting Tree-Based Techniques for Predicting the Compression Index of Clayey Soils [Volume 7, Issue 3, 2023, Pages 52-67]
  • Eyvashan dam Environmental Risk Management of Eyvashan Dam Using Traditional-FMEA and FIS-FMEA Methods [Volume 7, Issue 3, 2023, Pages 1-20]

F

  • Fiber The Optimization of Mix Proportion of Hot Mix Asphalt for Sustainable Flexible Pavements: Experimental Study and Grey Taguchi Relational Analysis [Volume 7, Issue 1, 2023, Pages 1-19]
  • Fiber Reinforced Polymer (FRP) Performance Based Review and Fine-Tuning of TRM-Concrete Bond Strength Existing Models [Volume 7, Issue 1, 2023, Pages 43-55]
  • FIS-FMEA Environmental Risk Management of Eyvashan Dam Using Traditional-FMEA and FIS-FMEA Methods [Volume 7, Issue 3, 2023, Pages 1-20]
  • Fly ash Prediction of Compressive Strength for Fly Ash-Based Concrete: Critical Comparison of Machine Learning Algorithms [Volume 7, Issue 3, 2023, Pages 68-110]
  • Fuzzy logic Optimal Design of MR Dampers Using NSGA-II Algorithm [Volume 7, Issue 1, 2023, Pages 72-92]

G

  • Gabion weir aeration- performance efficiency Predictive Models for Prediction of Broad Crested Gabion Weir Aeration Performance [Volume 7, Issue 2, 2023, Pages 43-73]
  • Gamma Test Application of GEP, M5-TREE, ANFIS, and MARS for Predicting Scour Depth in Live Bed Conditions around Bridge Piers [Volume 7, Issue 4, 2023, Pages 24-49]
  • Garmsar Comparison of DEEP-LSTM and MLP Models in Estimation of Evaporation Pan for Arid Regions [Volume 7, Issue 2, 2023, Pages 155-175]
  • Gaussian Process Regression Intelligent Prediction of Unconfined Compressive Strength and Young’s Modulus of Lean Clay Stabilized with Iron Ore Mine Tailings and Hydrated Lime Using Gaussian Process Regression [Volume 7, Issue 4, 2023, Pages 1-23]
  • Geographic information system ‏Spatial Data-Driven Traffic Flow Prediction Using Geographical Information System [Volume 7, Issue 4, 2023, Pages 132-143]
  • GMDH An Artificial Intelligence Approach for Tunnel Construction Performance [Volume 7, Issue 2, 2023, Pages 138-154]
  • Gradient boosting Connection Design of Precast Concrete Structures Using Machine Learning Techniques [Volume 7, Issue 3, 2023, Pages 143-155]
  • Grey Taguchi The Optimization of Mix Proportion of Hot Mix Asphalt for Sustainable Flexible Pavements: Experimental Study and Grey Taguchi Relational Analysis [Volume 7, Issue 1, 2023, Pages 1-19]

H

  • High-frequency route Evaluation of Applicability and Accuracy of Bus Travel Time Prediction in High and Low Frequency Bus Routes Using Tree-Based ML Techniques [Volume 7, Issue 2, 2023, Pages 74-97]
  • HMA The Optimization of Mix Proportion of Hot Mix Asphalt for Sustainable Flexible Pavements: Experimental Study and Grey Taguchi Relational Analysis [Volume 7, Issue 1, 2023, Pages 1-19]
  • Hybrid Ant Lion Optimizer (ALO) A Hybrid Ant Lion Optimizer (ALO) Algorithm for Construction Site Layout Optimization [Volume 7, Issue 4, 2023, Pages 50-71]
  • Hybrid PSO-WOA (HPW) Finding Optimum Parameters of Passive Tuned Mass Damper by PSO, WOA, and Hybrid PSO-WOA (HPW) Algorithms [Volume 7, Issue 4, 2023, Pages 72-92]
  • Hydrated lime Intelligent Prediction of Unconfined Compressive Strength and Young’s Modulus of Lean Clay Stabilized with Iron Ore Mine Tailings and Hydrated Lime Using Gaussian Process Regression [Volume 7, Issue 4, 2023, Pages 1-23]

I

  • Intelligent Transportation Systems A Quantitative and Qualitative Review of the Role of Intelligent Transportation Systems in Road Safety Studies through Three Decades [Volume 7, Issue 4, 2023, Pages 93-109]
  • Iron Ore Mine Tailing Intelligent Prediction of Unconfined Compressive Strength and Young’s Modulus of Lean Clay Stabilized with Iron Ore Mine Tailings and Hydrated Lime Using Gaussian Process Regression [Volume 7, Issue 4, 2023, Pages 1-23]

K

  • Kernels Effect of SVM Kernel Functions on Bearing Capacity Assessment of Deep Foundations [Volume 7, Issue 3, 2023, Pages 111-128]

L

  • Laplacian pyramid transform A Comparative Study of Shearlet, Wavelet, Laplacian Pyramid, Curvelet, and Contourlet Transform to Defect Detection [Volume 7, Issue 2, 2023, Pages 1-42]
  • Lean Clay Stabilization Intelligent Prediction of Unconfined Compressive Strength and Young’s Modulus of Lean Clay Stabilized with Iron Ore Mine Tailings and Hydrated Lime Using Gaussian Process Regression [Volume 7, Issue 4, 2023, Pages 1-23]
  • Levenberg-Marquardt Prediction of Compressive Strength of Corncob Ash Concrete for Environmental Sustainability Using an Artificial Neural Network: A Soft Computing Techniques [Volume 7, Issue 2, 2023, Pages 115-137]
  • Light gradient boosting machine Computer Vision-Based Recognition of Pavement Crack Patterns Using Light Gradient Boosting Machine, Deep Neural Network, and Convolutional Neural Network [Volume 7, Issue 3, 2023, Pages 21-51]
  • Linear and Multiple Regression Effect of SVM Kernel Functions on Bearing Capacity Assessment of Deep Foundations [Volume 7, Issue 3, 2023, Pages 111-128]
  • Long-Term Pavement Performance (LTPP) Models Development for Asphalt Pavement Performance Index in Different Climate Regions Using Soft Computing Techniques [Volume 7, Issue 1, 2023, Pages 20-42]
  • Low-frequency service Evaluation of Applicability and Accuracy of Bus Travel Time Prediction in High and Low Frequency Bus Routes Using Tree-Based ML Techniques [Volume 7, Issue 2, 2023, Pages 74-97]

M

  • Machine Learning Tree-Based Techniques for Predicting the Compression Index of Clayey Soils [Volume 7, Issue 3, 2023, Pages 52-67]
  • Machine Learning Evaluation of Applicability and Accuracy of Bus Travel Time Prediction in High and Low Frequency Bus Routes Using Tree-Based ML Techniques [Volume 7, Issue 2, 2023, Pages 74-97]
  • Machine Learning Connection Design of Precast Concrete Structures Using Machine Learning Techniques [Volume 7, Issue 3, 2023, Pages 143-155]
  • Machine Learning Prediction of Compressive Strength for Fly Ash-Based Concrete: Critical Comparison of Machine Learning Algorithms [Volume 7, Issue 3, 2023, Pages 68-110]
  • Mahabad Dam Application of Meta-Heuristic Algorithms in Reservoir Supply Optimization, Case Study: Mahabad Dam in Iran [Volume 7, Issue 2, 2023, Pages 98-114]
  • Manufactured-Sand Concrete Deep Neural Network Regression with Advanced Training Algorithms for Estimating the Compressive Strength of Manufactured-Sand Concrete [Volume 7, Issue 1, 2023, Pages 114-134]
  • Meteorological data Comparison of DEEP-LSTM and MLP Models in Estimation of Evaporation Pan for Arid Regions [Volume 7, Issue 2, 2023, Pages 155-175]
  • MGGP Soft Computing Techniques for Predicting Chemical Oxygen Demand in River Water [Volume 7, Issue 4, 2023, Pages 110-131]
  • Mineral admixture Predicting The Strength Properties of Self Healing Concrete Using Artificial Neural Network [Volume 7, Issue 1, 2023, Pages 56-71]
  • MLP Comparison of DEEP-LSTM and MLP Models in Estimation of Evaporation Pan for Arid Regions [Volume 7, Issue 2, 2023, Pages 155-175]
  • MR damper Optimal Design of MR Dampers Using NSGA-II Algorithm [Volume 7, Issue 1, 2023, Pages 72-92]
  • Multi-Objective Optimization Optimal Design of MR Dampers Using NSGA-II Algorithm [Volume 7, Issue 1, 2023, Pages 72-92]

N

  • Neural Network Deep Neural Network Regression with Advanced Training Algorithms for Estimating the Compressive Strength of Manufactured-Sand Concrete [Volume 7, Issue 1, 2023, Pages 114-134]
  • Neural Network Predictive Models for Prediction of Broad Crested Gabion Weir Aeration Performance [Volume 7, Issue 2, 2023, Pages 43-73]
  • Neuro-Fuzzy Predictive Models for Prediction of Broad Crested Gabion Weir Aeration Performance [Volume 7, Issue 2, 2023, Pages 43-73]
  • Northern Iranian Plateau Attenuation Models for Estimation of Vertical Peak Ground Acceleration Based on PSO Algorithm for the North of Iran [Volume 7, Issue 3, 2023, Pages 129-142]
  • NSGA-II algorithm Optimal Design of MR Dampers Using NSGA-II Algorithm [Volume 7, Issue 1, 2023, Pages 72-92]

O

  • Optimal parameters Finding Optimum Parameters of Passive Tuned Mass Damper by PSO, WOA, and Hybrid PSO-WOA (HPW) Algorithms [Volume 7, Issue 4, 2023, Pages 72-92]
  • Optimization, Reservoir storage Application of Meta-Heuristic Algorithms in Reservoir Supply Optimization, Case Study: Mahabad Dam in Iran [Volume 7, Issue 2, 2023, Pages 98-114]
  • Orthogonal array The Optimization of Mix Proportion of Hot Mix Asphalt for Sustainable Flexible Pavements: Experimental Study and Grey Taguchi Relational Analysis [Volume 7, Issue 1, 2023, Pages 1-19]

P

  • Particle Swarm Optimization (PSO) Algorithm Finding Optimum Parameters of Passive Tuned Mass Damper by PSO, WOA, and Hybrid PSO-WOA (HPW) Algorithms [Volume 7, Issue 4, 2023, Pages 72-92]
  • Pavement Condition Index (PCI) Models Development for Asphalt Pavement Performance Index in Different Climate Regions Using Soft Computing Techniques [Volume 7, Issue 1, 2023, Pages 20-42]
  • Pavement cracks Computer Vision-Based Recognition of Pavement Crack Patterns Using Light Gradient Boosting Machine, Deep Neural Network, and Convolutional Neural Network [Volume 7, Issue 3, 2023, Pages 21-51]
  • Pozzolanic material Prediction of Compressive Strength of Corncob Ash Concrete for Environmental Sustainability Using an Artificial Neural Network: A Soft Computing Techniques [Volume 7, Issue 2, 2023, Pages 115-137]
  • PSO algorithm Attenuation Models for Estimation of Vertical Peak Ground Acceleration Based on PSO Algorithm for the North of Iran [Volume 7, Issue 3, 2023, Pages 129-142]

R

  • Random forest Tree-Based Techniques for Predicting the Compression Index of Clayey Soils [Volume 7, Issue 3, 2023, Pages 52-67]
  • Risk Priority Number (RPN) Environmental Risk Management of Eyvashan Dam Using Traditional-FMEA and FIS-FMEA Methods [Volume 7, Issue 3, 2023, Pages 1-20]
  • Road Safety A Quantitative and Qualitative Review of the Role of Intelligent Transportation Systems in Road Safety Studies through Three Decades [Volume 7, Issue 4, 2023, Pages 93-109]
  • Road Transportation A Quantitative and Qualitative Review of the Role of Intelligent Transportation Systems in Road Safety Studies through Three Decades [Volume 7, Issue 4, 2023, Pages 93-109]
  • Rootmean square error Predicting The Strength Properties of Self Healing Concrete Using Artificial Neural Network [Volume 7, Issue 1, 2023, Pages 56-71]

S

  • Scour Application of GEP, M5-TREE, ANFIS, and MARS for Predicting Scour Depth in Live Bed Conditions around Bridge Piers [Volume 7, Issue 4, 2023, Pages 24-49]
  • Semi-Active Control Optimal Design of MR Dampers Using NSGA-II Algorithm [Volume 7, Issue 1, 2023, Pages 72-92]
  • Semnan Comparison of DEEP-LSTM and MLP Models in Estimation of Evaporation Pan for Arid Regions [Volume 7, Issue 2, 2023, Pages 155-175]
  • Sensitivity performance Predictive Models for Prediction of Broad Crested Gabion Weir Aeration Performance [Volume 7, Issue 2, 2023, Pages 43-73]
  • SHC Predicting The Strength Properties of Self Healing Concrete Using Artificial Neural Network [Volume 7, Issue 1, 2023, Pages 56-71]
  • Shearlet Transform A Comparative Study of Shearlet, Wavelet, Laplacian Pyramid, Curvelet, and Contourlet Transform to Defect Detection [Volume 7, Issue 2, 2023, Pages 1-42]
  • Smart Cities Air Quality Prediction - A Study Using Neural Network Based Approach [Volume 7, Issue 1, 2023, Pages 93-113]
  • Soft Computing Soft Computing Techniques for Predicting Chemical Oxygen Demand in River Water [Volume 7, Issue 4, 2023, Pages 110-131]
  • Soft computing techniques Performance Based Review and Fine-Tuning of TRM-Concrete Bond Strength Existing Models [Volume 7, Issue 1, 2023, Pages 43-55]
  • Soft-computing techniques Prediction of Compressive Strength of Corncob Ash Concrete for Environmental Sustainability Using an Artificial Neural Network: A Soft Computing Techniques [Volume 7, Issue 2, 2023, Pages 115-137]
  • State space equations Finding Optimum Parameters of Passive Tuned Mass Damper by PSO, WOA, and Hybrid PSO-WOA (HPW) Algorithms [Volume 7, Issue 4, 2023, Pages 72-92]
  • Support Vector Machine Effect of SVM Kernel Functions on Bearing Capacity Assessment of Deep Foundations [Volume 7, Issue 3, 2023, Pages 111-128]
  • Support Vector Machines Connection Design of Precast Concrete Structures Using Machine Learning Techniques [Volume 7, Issue 3, 2023, Pages 143-155]

T

  • TBM performance An Artificial Intelligence Approach for Tunnel Construction Performance [Volume 7, Issue 2, 2023, Pages 138-154]
  • Textile Reinforced Mortar (TRM) Performance Based Review and Fine-Tuning of TRM-Concrete Bond Strength Existing Models [Volume 7, Issue 1, 2023, Pages 43-55]
  • TOPSIS Environmental Risk Management of Eyvashan Dam Using Traditional-FMEA and FIS-FMEA Methods [Volume 7, Issue 3, 2023, Pages 1-20]
  • Traffic ‏Spatial Data-Driven Traffic Flow Prediction Using Geographical Information System [Volume 7, Issue 4, 2023, Pages 132-143]
  • Travel Time Prediction Evaluation of Applicability and Accuracy of Bus Travel Time Prediction in High and Low Frequency Bus Routes Using Tree-Based ML Techniques [Volume 7, Issue 2, 2023, Pages 74-97]
  • Tree-based models Evaluation of Applicability and Accuracy of Bus Travel Time Prediction in High and Low Frequency Bus Routes Using Tree-Based ML Techniques [Volume 7, Issue 2, 2023, Pages 74-97]
  • Tuned mass damper Finding Optimum Parameters of Passive Tuned Mass Damper by PSO, WOA, and Hybrid PSO-WOA (HPW) Algorithms [Volume 7, Issue 4, 2023, Pages 72-92]

U

  • Unconfined compressive strength Intelligent Prediction of Unconfined Compressive Strength and Young’s Modulus of Lean Clay Stabilized with Iron Ore Mine Tailings and Hydrated Lime Using Gaussian Process Regression [Volume 7, Issue 4, 2023, Pages 1-23]

V

  • Vertical PGA Component Attenuation Models for Estimation of Vertical Peak Ground Acceleration Based on PSO Algorithm for the North of Iran [Volume 7, Issue 3, 2023, Pages 129-142]

W

  • Water Quality Soft Computing Techniques for Predicting Chemical Oxygen Demand in River Water [Volume 7, Issue 4, 2023, Pages 110-131]
  • Whale optimization algorithm (WOA) Finding Optimum Parameters of Passive Tuned Mass Damper by PSO, WOA, and Hybrid PSO-WOA (HPW) Algorithms [Volume 7, Issue 4, 2023, Pages 72-92]
  • WoS A Quantitative and Qualitative Review of the Role of Intelligent Transportation Systems in Road Safety Studies through Three Decades [Volume 7, Issue 4, 2023, Pages 93-109]

Y

  • Young’s Modulus Intelligent Prediction of Unconfined Compressive Strength and Young’s Modulus of Lean Clay Stabilized with Iron Ore Mine Tailings and Hydrated Lime Using Gaussian Process Regression [Volume 7, Issue 4, 2023, Pages 1-23]