Journal of Soft Computing in Civil Engineering

Main Subjects = Machine Learning

Comparison of Various Machine Learning Models for Estimating Construction Projects Sales Valuation Using Economic Variables and Indices

Articles in Press, Accepted Manuscript, Available Online from 19 May 2023

10.22115/scce.2023.364221.1536

Yazan Alzubi

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, October 2023, Pages 1-23

10.22115/scce.2023.370814.1573

Ali Reza Ghanizadeh; Seyed Saber Naseralavi

Application of GEP, M5-TREE, ANFIS, and MARS for Predicting Scour Depth in Live Bed Conditions around Bridge Piers

Volume 7, Issue 4, October 2023, Pages 24-49

10.22115/scce.2023.369213.1559

S Shalini; Thendiyath Roshni

‏Spatial Data-Driven Traffic Flow Prediction Using Geographical Information System

Volume 7, Issue 4, October 2023, Pages 132-143

10.22115/scce.2023.346188.1460

Mehdi Babaei; Saeed Behzadi

Prediction of Compressive Strength for Fly Ash-Based Concrete: Critical Comparison of Machine Learning Algorithms

Volume 7, Issue 3, July 2023, Pages 68-110

10.22115/scce.2023.353183.1493

Sifti Wadhawan; Akshita Bassi; Rajwinder Singh; Mahesh Patel

Effect of SVM Kernel Functions on Bearing Capacity Assessment of Deep Foundations

Volume 7, Issue 3, July 2023, Pages 111-128

10.22115/scce.2023.356959.1510

Danial Jahed Armaghani; Yong Yi Ming; Ahmedh Salih Mohammed; Ehsan Momeni; Harnedi Maizir

Connection Design of Precast Concrete Structures Using Machine Learning Techniques

Volume 7, Issue 3, July 2023, Pages 143-155

10.22115/scce.2023.356547.1506

Nitin Dahiya; Babita Saini; H. D. Chalak

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, April 2023, Pages 74-97

10.22115/scce.2023.356348.1503

Seyed Mohammad Hossein Moosavi; Mahdi Aghaabbasi; Choon Wah Yuen; Danial Jahed Armaghani

An Artificial Intelligence Approach for Tunnel Construction Performance

Volume 7, Issue 2, April 2023, Pages 138-154

10.22115/scce.2023.352867.1492

Soo Kiem Eng; Biao He; Masoud Monjezi; Ramesh Murlidhar Bhatawdekar

Performance Based Review and Fine-Tuning of TRM-Concrete Bond Strength Existing Models

Volume 7, Issue 1, January 2023, Pages 43-55

10.22115/scce.2022.349483.1476

Hashem Jahangir; Zahra Nikkhah; Danial Rezazadeh Eidgahee; Mohammad Reza Esfahani

Parametric Assessment of Concrete Constituent Materials Using Machine Learning Techniques

Volume 6, Issue 3, July 2022, Pages 39-62

10.22115/scce.2022.334664.1417

Yazan Alzubi; Jamal Al Adwan; Ahmed Khatatbeh; Buthainah Al-kharabsheh

A Study of Bank Line Shifting of the Selected Reach of Jamuna River Using Multi-Variant Regression Model

Volume 6, Issue 2, April 2022, Pages 21-34

10.22115/scce.2022.319360.1387

Akramul Haque; Md. Abdul Matin

Assessment of Statistical Models for Rainfall Forecasting Using Machine Learning Technique

Volume 6, Issue 2, April 2022, Pages 51-67

10.22115/scce.2022.304260.1363

L. Gowri; K.R. Manjula; K. Sasireka; Durairaj Deepa

Process Parameter Optimization of 6061AA Friction Stir Welded Joints Using Supervised Machine Learning Regression-Based Algorithms

Volume 6, Issue 1, January 2022, Pages 127-137

10.22115/scce.2022.299913.1350

Eyob Messele Sefene; Assefa Asmare Tsegaw; Akshansh Mishra

Machine Learning on Microstructural Chemical Maps to Classify Component Phases in Cement Pastes

Volume 5, Issue 4, October 2021, Pages 1-20

10.22115/scce.2021.302400.1357

Emily Ford; Kailasnath Maneparambil; Narayanan Neithalath

Experimental Investigation and Modeling of Aeration Efficiency at Labyrinth Weirs

Volume 5, Issue 3, July 2021, Pages 15-31

10.22115/scce.2021.284637.1311

Aradhana Singh; Balraj Singh; Parveen Sihag

Performance Evaluation of Machine Learning Algorithms for Seismic Retrofit Cost Estimation Using Structural Parameters

Volume 5, Issue 3, July 2021, Pages 32-57

10.22115/scce.2021.284630.1312

Naser Safaeian Hamzehkolaei; Meysam Alizamir

A Comparative Review of Image Processing Based Crack Detection Techniques on Civil Engineering Structures

Volume 5, Issue 3, July 2021, Pages 58-74

10.22115/scce.2021.287729.1325

Md. Rahat Shahriar Zawad; Md. Fahad Shahriar Zawad; Md. Asifur Rahman; Sudipto Nath Priyom

Assessing Compressive Strength of Concrete with Extreme Learning Machine

Volume 5, Issue 2, April 2021, Pages 68-85

10.22115/scce.2021.286525.1320

Sarat Chandra Nayak; Sanjib Kumar Nayak; Sanjay Kumar Panda

Application and Analysis of Machine Learning Algorithms for Design of Concrete Mix with Plasticizer and without Plasticizer

Volume 5, Issue 1, January 2021, Pages 19-37

10.22115/scce.2021.248779.1257

Shivam Pandey; Veerendra Kumar; Pawan Kumar

Gaussian Process Regression (GPR) for Auto-Estimation of Resilient Modulus of Stabilized Base Materials

Volume 5, Issue 1, January 2021, Pages 80-94

10.22115/scce.2021.269187.1273

Ali Reza Ghanizadeh; Nasrin Heidarabadizadeh; Fahimeh Heravi

Classification of Seismic Vulnerability Based on Machine Learning Techniques for RC Frames

Volume 4, Issue 2, April 2020, Pages 13-21

10.22115/scce.2020.223322.1186

Seyed Hooman Ghasemi; Hossein Bahrami; Mahdi Akbari

Predicting Highway Construction Costs: Comparison of the Performance of Random Forest, Neural Network and Support Vector Machine Models

Volume 4, Issue 2, April 2020, Pages 103-112

10.22115/scce.2020.226883.1205

Meseret Getnet Meharie; Nagaraju Shaik

Performance Evaluation of Machine Learning Models in Predicting Dry and Wet Climatic Phases

Volume 4, Issue 1, January 2020, Pages 29-48

10.22115/scce.2020.213319.1154

Oluwatobi Aiyelokun; Akintunde Ojelabi; Oluwole Agbede

A Real-Time Warning System for Rear-End Collision Based on Random Forest Classifier

Volume 4, Issue 1, January 2020, Pages 49-71

10.22115/scce.2020.217605.1172

Fateme Teimouri; Mehdi Ghatee

Journal of Soft Computing in Civil Engineering

Journal Archive

Volume 7 (2023)

Volume 6 (2022)

Volume 5 (2021)

Volume 4 (2020)

Volume 3 (2019)

Volume 2 (2018)

Volume 1 (2017)