Top Cited

The most cited articles published in the past 3 years. Source: Scopus

 

Document title

Authors

Source

Year

Citations

1

Shear Strength Prediction of Reinforced Concrete Shear Wall Using ANN, GMDH-NN and GEP

Naderpour, H.Sharei, M.Fakharian, P.Heravi, M.A.

Journal of Soft Computing in Civil Engineering, 6(1), pp. 66–87

2022

18

2

Gaussian process regression (Gpr) for auto-estimation of resilient modulus of stabilized base materials

Ghanizadeh, A.R.Heidarabadizadeh, N.Heravi, F.

Journal of Soft Computing in Civil Engineering, 5(1), pp. 80–94

2021

16

3

Investigating the performance of neural network based group method of data handling to pan's daily evaporation estimation (Case study: Garmsar city)

Karami, H.Ghazvinian, H.Dehghanipour, M.Ferdosian, M.

Journal of Soft Computing in Civil Engineering, 5(2), pp. 01–18

2021

14

4

Application of contourlet transform in damage localization and severity assessment of prestressed concrete slabs

Jahangir, H.Khatibinia, M.Kavousi, M.

Journal of Soft Computing in Civil Engineering, 5(2), pp. 39–67

2021

14

5

A hybrid generalized reduced gradient-based particle swarm optimizer for constrained engineering optimization problems

Varaee, H.Safaeian Hamzehkolaei, N.Safari, M.

Journal of Soft Computing in Civil Engineering, 5(2), pp. 86–119

2021

12

6

A comparative review of image processing based crack detection techniques on civil engineering structures

Zawad, M.R.S.Zawad, M.F.S.Rahman, M.A.Priyom, S.N.

Journal of Soft Computing in Civil Engineering, 5(3), pp. 58–74

2021

12

7

Application and analysis of machine learning algorithms for design of concrete mix with plasticizer and without plasticizer

Pandey, S.Kumar, V.Kumar, P.

Journal of Soft Computing in Civil Engineering, 5(1), pp. 19–37

2021

12

8

Identifying and Ranking of Mechanized Tunneling Project's Risks by Using A Fuzzy Multi-Criteria Decision Making Technique

Haghshenas, S.S.Haghshenas, S.S.Abduelrhman, M.A.Zare, S.Mikaei, R.

Journal of Soft Computing in Civil Engineering, 6(1), pp. 29–45

2022

10

9

Effects of window-to-wall ratio on energy consumption: Application of numerical and ann approaches

Saber, A.

Journal of Soft Computing in Civil Engineering, 5(4), pp. 41–56

2021

9

10

Modelling slump of concrete containing natural coarse aggregate from bida environs using artificial neural network

Yusuf, A.Abdullahi, M.Sadiku, S., ...Alhaji, B.Folorunso, T.A.

Journal of Soft Computing in Civil Engineering, 5(2), pp. 19–38

2021

9

11

Assessing compressive strength of concrete with extreme learning machine

Nayak, S.C.Nayak, S.K.Panda, S.K.

Journal of Soft Computing in Civil Engineering, 5(2), pp. 68–85

2021

9

12

Modeling of Reference Crop Evapotranspiration in Wet and Dry Climates Using Data-Mining Methods and Empirical Equations

Zakeri, M.S.Mousavi, S.-F.Farzin, S.Sanikhani, H.

Journal of Soft Computing in Civil Engineering, 6(1), pp. 01–28

2022

7

13

A Grey-Fuzzy Based Approach for the Optimization of Corrosion Resistance of Rebars Coated with Ternary Electroless Nickel Coatings

Mukhopadhyay, A.Sahoo, S.

Journal of Soft Computing in Civil Engineering, 6(2), pp. 107–127

2022

7

14

Performance evaluation of machine learning algorithms for seismic retrofit cost estimation using structural parameters

Safaeian Hamzehkolaei, N.Alizamir, M.

Journal of Soft Computing in Civil Engineering, 5(3), pp. 32–57

2021

7

15

Experimental investigation and modeling of aeration efficiency at labyrinth weirs

Singh, A.Singh, B.Sihag, P.

Journal of Soft Computing in Civil Engineering, 5(3), pp. 15–31

2021

6

16

Automatic Crack Detection Using Convolutional Neural Network

Padsumbiya, M.Brahmbhatt, V.Thakkar, S.P.

Journal of Soft Computing in Civil Engineering, 6(3), pp. 1–17

2022

5

17

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

Sefene, E.M.Tsegaw, A.A.Mishra, A.

Journal of Soft Computing in Civil Engineering, 6(1), pp. 127–137

2022

5

18

Simulation and Prediction of Groundwater Quality of a Semi-Arid Region Using Fuzzy Inference System and Neural Network Techniques

Palanichamy, J.Palani, S.Anita Hebsiba, G., ...Tungsrimvong, A.Babu, B.

Journal of Soft Computing in Civil Engineering, 6(1), pp. 110–126

2022

5

19

Evaluation of Dimension Stone According to Resistance to Freeze– Thaw Cycling to Use in Cold Regions

Mikaeil, R.Esmaeilzade, A.Haghshenas, S.S., ...Kim, T.-H.Geem, Z.W.

Journal of Soft Computing in Civil Engineering, 6(1), pp. 88–109

2022

5

20

Application of machine learning techniques in predicting the bearing capacity of e-shaped footing on layered sand

Nazeer, S.Dutta, R.K.

Journal of Soft Computing in Civil Engineering, 5(4), pp. 74–89

2021

5

21

Damage localization of rc beams via wavelet analysis of noise contaminated modal curvatures

Jahangir, H.Hasani, H.Esfahani, M.R.

Journal of Soft Computing in Civil Engineering, 5(3), pp. 101–133

2021

5

22

Prediction of Compression Index of Marine Clay Using Artificial Neural Network and Multilinear Regression Models

Saisubramanian, R.Murugaiyan, V.

Journal of Soft Computing in Civil Engineering, 5(4), pp. 114–124

2021

5

23

Machine learning on microstructural chemical maps to classify component phases in cement pastes

Ford, E.Maneparambil, K.Neithalath, N.

Journal of Soft Computing in Civil Engineering, 5(4), pp. 01–20

2021

5

24

Modelling of daily suspended sediment concentration using ffbpnn and svm algorithms

Rahul, A.K.Shivhare, N.Kumar, S.Dwivedi, S.B.Dikshit, P.K.S.

Journal of Soft Computing in Civil Engineering, 5(2), pp. 120–134

2021

5

25

A modified genetic algorithm in c++ for optimization of steel truss structures

Kumar, P.Pandey, S.Maiti, P.R.

Journal of Soft Computing in Civil Engineering, 5(1), pp. 95–108

2021

5

26

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

Armaghani, D.J.Ming, Y.Y.Mohammed, A.S.Momeni, E.Maizir, H.

Journal of Soft Computing in Civil Engineering, 7(3), pp. 111–128

2023

4

27

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

Wadhawan, S.Bassi, A.Singh, R.Patel, M.

Journal of Soft Computing in Civil Engineering, 7(3), pp. 68–110

2023

4

28

Reference Evapotranspiration Estimation Using ANN, LSSVM, and M5 Tree Models (Case Study: of Babolsar and Ramsar Regions, Iran)

Dadrasajirlou, Y.Ghazvinian, H.Heddam, S.Ganji, M.

Journal of Soft Computing in Civil Engineering, 6(3), pp. 101–118

2022

4

29

Parametric Assessment of Concrete Constituent Materials Using Machine Learning Techniques

Alzubi, Y.Adwan, J.A.Khatatbeh, A.Al-Kharabsheh, B.

Journal of Soft Computing in Civil Engineering, 6(3), pp. 39–62

2022

4

30

Hourly Flood Forecasting Using Hybrid Wavelet-SVM

Shada, B.Chithra, N.R.Thampi, S.G.

Journal of Soft Computing in Civil Engineering, 6(2), pp. 1–20

2022

4

31

Application of whale optimization algorithm combined with adaptive neuro-fuzzy inference system for estimating suspended sediment load

Emami, H.Emami, S.

Journal of Soft Computing in Civil Engineering, 5(3)

2021

4

32

Optimizing reinforced concrete cantilever retaining walls using gases brownian motion algorithm (Gbmoa)

Tousi, M.S.Ghazavi, M.Laali, S.

Journal of Soft Computing in Civil Engineering, 5(1), pp. 1–8

2021

4

33

A Hybrid Ant Lion Optimizer (ALO) Algorithm for Construction Site Layout Optimization

Son, P.V.H.Soulisa, F.V.

Journal of Soft Computing in Civil Engineering, 7(4), pp. 50–71

2023

3

34

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

Jahangir, H.Nikkhah, Z.Eidgahee, D.R.Esfahani, M.R.

Journal of Soft Computing in Civil Engineering, 7(1), pp. 43–55

2023

3

35

A New Enhanced Hybrid Grey Wolf Optimizer (GWO) Combined with Elephant Herding Optimization (EHO) Algorithm for Engineering Optimization

Hoseini, Z.Varaee, H.Rafieizonooz, M.Kim, J.-H.J.

Journal of Soft Computing in Civil Engineering, 6(4), pp. 1–42

2022

3

36

Simulation of pan evaporation rate by ANN artificial intelligence model in Damghan region

Shahi, S.Mousavi, S.F.Hosseini, K.

Journal of Soft Computing in Civil Engineering, 5(3), pp. 75–87

2021

3

37

Forecasting the shear strength of binary blended concrete containing hydrated lime using artificial intelligence

Awodiji, C.T.G.Onwuka, D.O.Sule, S.

Journal of Soft Computing in Civil Engineering, 5(2), pp. 135–151

2021

3

38

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

Ghanizadeh, A.R.Naseralavi, S.S.

Journal of Soft Computing in Civil Engineering, 7(4), pp. 1–23

2023

2

39

Environmental Risk Management of Eyvashan Dam Using Traditional-FMEA and FIS-FMEA Methods

Beiranvand, B.Rajaee, T.

Journal of Soft Computing in Civil Engineering, 7(3), pp. 1–20

2023

2

40

Comparison of DEEP-LSTM and MLP Models in Estimation of Evaporation Pan for Arid Regions

Samii, A.Karami, H.Ghazvinian, H.Safari, A.Ajirlou, Y.D.

Journal of Soft Computing in Civil Engineering, 7(2), pp. 155–175

2023

2

41

Soft Computing Based Prediction of Unconfined Compressive Strength of Fly Ash Stabilised Organic Clay

Gnananandarao, T.Dutta, R.K.Khatri, V.N.Kumar, M.S.

Journal of Soft Computing in Civil Engineering, 6(4), pp. 43–58

2022

2

42

Use of ANN, C4.5 and Random Forest Algorithm in the Evaluation of Seismic Soil Liquefaction

Bhardwaj, R.B.Chaurasia, S.R.

Journal of Soft Computing in Civil Engineering, 6(2), pp. 92–106

2022

2

43

An Explicit Formulation for Estimation of Structural Number (SN) of Flexible Pavements in 1993 AASHTO Design Guide using Response Surface Methodology (RSM)

Ghanizadeh, A.R.Naseralavi, S.S.

Journal of Soft Computing in Civil Engineering, 6(2), pp. 35–50

2022

2

44

Identifying and Prioritizing Arising Claim's Factors by the Combined Approach of DEMATEL and ANP Method (Case Study: Urban Development and Civil Organization of Shiraz Municipality Projects)

Akbari, A.Feili, A.Dashtipour, M.

Journal of Soft Computing in Civil Engineering, 6(1), pp. 46–65

2022

2

45

Multiple target machine learning prediction of capacity curves of reinforced concrete shear walls

Yang, Y.Cho, I.H.

Journal of Soft Computing in Civil Engineering, 5(4), pp. 90–113

2021

2

46

Deep neural network-based storey drift modelling of precast concrete structures using RStudio

Dahiya, N.Saini, B.Chalak, H.D.

Journal of Soft Computing in Civil Engineering, 5(3), pp. 88–100

2021

2

47

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

ShaliniRoshni, T.

Journal of Soft Computing in Civil Engineering, 7(4), pp. 24–49

2023

1

48

Finding Optimum Parameters of Passive Tuned Mass Damper by PSO, WOA, and Hybrid PSO-WOA (HPW) Algorithms

Mashayekhi, M.Shirpour, A.Sadeghi, R.

Journal of Soft Computing in Civil Engineering, 7(4), pp. 72–92

2023

1

49

Computer Vision-Based Recognition of Pavement Crack Patterns Using Light Gradient Boosting Machine, Deep Neural Network, and Convolutional Neural Network

Hoang, N.-D.Nguyen, Q.-L.

Journal of Soft Computing in Civil Engineering, 7(3), pp. 21–51

2023

1

50

Evaluation of Applicability and Accuracy of Bus Travel Time Prediction in High and Low Frequency Bus Routes Using Tree-Based ML Techniques

Moosavi, S.M.H.Aghaabbasi, M.Yuen, C.W.Armaghani, D.J.

Journal of Soft Computing in Civil Engineering, 7(2), pp. 74–97

2023

1

51

Predictive Models for Prediction of Broad Crested Gabion Weir Aeration Performance

Tiwari, N.K.Luxmi, K.M.Ranjan, S.

Journal of Soft Computing in Civil Engineering, 7(2), pp. 43–73

2023

1

52

Deep Neural Network Regression with Advanced Training Algorithms for Estimating the Compressive Strength of Manufactured-Sand Concrete

Hoang, N.-D.Tran, V.-D.

Journal of Soft Computing in Civil Engineering, 7(1), pp. 114–134

2023

1

53

Air Quality Prediction-A Study Using Neural Network Based Approach

Suri, R.S.Jain, A.K.Kapoor, N.R., ...Kumar, K.Jahangir, H.

Journal of Soft Computing in Civil Engineering, 7(1), pp. 93–113

2023

1

54

Optimal Design of MR Dampers Using NSGA-II Algorithm

Babaei, M.Taghaddosi, N.Seraji, N.

Journal of Soft Computing in Civil Engineering, 7(1), pp. 72–92

2023

1

55

Predicting The Strength Properties of Self Healing Concrete Using Artificial Neural Network

Ravi Theja, A.Srinivasula Reddy, M.Jindal, B.B.Sashidhar, C.

Journal of Soft Computing in Civil Engineering, 7(1), pp. 56–71

2023

1

56

Models Development for Asphalt Pavement Performance Index in Different Climate Regions Using Soft Computing Techniques

Ali, A.A.Heneash, U.Hussein, A.Ali, S.I.Khan, S.

Journal of Soft Computing in Civil Engineering, 7(1), pp. 20–42

2023

1

57

The Optimization of Mix Proportion of Hot Mix Asphalt for Sustainable Flexible Pavements: Experimental Study and Grey Taguchi Relational Analysis

Rao, S.K.Sravana, P.

Journal of Soft Computing in Civil Engineering, 7(1), pp. 1–19

2023

1

58

Application of Machine Learning Technique in Predicting the Bearing Capacity of Rectangular Footing on Layered Sand under Inclined Loading

Panwar, V.Dutta, R.K.

Journal of Soft Computing in Civil Engineering, 6(4), pp. 130–152

2022

1

59

Combined Standardized Precipitation Index and ANFIS Approach for Predicting Rainfall in the Tropical Savanna Region

Gandhi, F.R.Patel, J.N.

Journal of Soft Computing in Civil Engineering, 6(3), pp. 63–77

2022

1

60

Optimization of Concrete Beams Reinforced with GFRP Bars

Alrudaini, T.M.S.

Journal of Soft Computing in Civil Engineering, 6(3), pp. 18–38

2022

1

61

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

Haque, A.Matin, M.A.

Journal of Soft Computing in Civil Engineering, 6(2), pp. 21–33

2022

1

62

Assessment of Statistical Models for Rainfall Forecasting Using Machine Learning Technique

Gowri, L.Manjula, K.R.Sasireka, K.Deepa, D.

Journal of Soft Computing in Civil Engineering, 6(2), pp. 51–67

2022

1

63

Optimization of Invasive Weed for Optimal Dimensions of Concrete Gravity Dams

Ghiasi, V.Moghadam, M.A.Koushki, M.

Journal of Soft Computing in Civil Engineering, 6(4), pp. 95–111

2022

1

64

Providing SSPCO Algorithm to Construct Static Protein-Protein Interaction (PPI) Networks

Azarm, E.Nia, T.M.Omidvar, R.

Journal of Soft Computing in Civil Engineering, 6(2), pp. 68–91

2022

1

65

Comparison of machine learning classifiers for reducing fitness evaluations of structural optimization

Nguyen, T.-H.Vu, A.-T.

Journal of Soft Computing in Civil Engineering, 5(4), pp. 57–73

2021

1

66

Assessment of the slope stability under geological conditions using fdahp-topsis (A case study for sungun open pit mine)

Niromand, M.Mikaeil, R.Advay, M.

Journal of Soft Computing in Civil Engineering, 5(4), pp. 21–40

2021

1

67

The use of vikor method to set up place locating of processing plant (Case study: Processing plant of south of west azerbaijan)

Esmaeilzadeh, A.Khademi, D.Mikaeil, R.Taghizadeh, S.

Journal of Soft Computing in Civil Engineering, 5(1), pp. 38–48

2021

1

68

Soft Computing Techniques for Predicting Chemical Oxygen Demand in River Water

Sahu, P.Londhe, S.N.Kulkarni, P.S.

Journal of Soft Computing in Civil Engineering, 7(4), pp. 110–131

2023

0

69

A Quantitative and Qualitative Review of the Role of Intelligent Transportation Systems in Road Safety Studies through Three Decades

Guido, G.Haghshenas, S.S.Vitale, A.Astarita, V.Geem, Z.W.

Journal of Soft Computing in Civil Engineering, 7(4), pp. 93–109

2023

0

70

Attenuation Models for Estimation of Vertical Peak Ground Acceleration Based on PSO Algorithm for the North of Iran

Kamareh, E.M.Rahmdel, J.M.Shirzad, A.Poormirzae, R.

Journal of Soft Computing in Civil Engineering, 7(3), pp. 129–142

2023

0

71

Connection Design of Precast Concrete Structures Using Machine Learning Techniques

Dahiya, N.Saini, B.Chalak, H.D.

Journal of Soft Computing in Civil Engineering, 7(3), pp. 143–155

2023

0

72

Application of Meta-Heuristic Algorithms in Reservoir Supply Optimization, Case Study: Mahabad Dam in Iran

Emami, S.Jahandideh, O.Yousefi, H.Emami, H.Achite, M.

Journal of Soft Computing in Civil Engineering, 7(2), pp. 98–114

2023

0

73

A Comparative Study of Shearlet, Wavelet, Laplacian Pyramid, Curvelet, and Contourlet Transform to Defect Detection

Vafaie, S.Salajegheh, E.

Journal of Soft Computing in Civil Engineering, 7(2), pp. 1–42

2023

0

74

Prediction of Compressive Strength of Corncob Ash Concrete for Environmental Sustainability Using an Artificial Neural Network: A Soft Computing Techniques

Abhishek, R.Gowda, B.S.K.Naveen, D.C., ...Arumugaprabu, V.Varsha, A.

Journal of Soft Computing in Civil Engineering, 7(2), pp. 115–137

2023

0

75

An Artificial Intelligence Approach for Tunnel Construction Performance

Eng, S.K.He, B.Monjezi, M.Bhatawdekar, R.M.

Journal of Soft Computing in Civil Engineering, 7(2), pp. 138–154

2023

0

76

Spatial Data-Driven Traffic Flow Prediction Using Geographical Information System

Babaei, M.Behzadi, S.

Journal of Soft Computing in Civil Engineering, 7(4), pp. 132–143

2023

0

77

Tree-Based Techniques for Predicting the Compression Index of Clayey Soils

Tsang, L.He, B.Ghorbani, A.Khatami, S.M.H.

Journal of Soft Computing in Civil Engineering, 7(3), pp. 52–67

2023

0

78

Evaluating Adaptive Neuro-Fuzzy Inference System (ANFIS) to Assess Liquefaction Potential and Settlements Using CPT Test Data

Jangir, H.K.Satavalekar, R.

Journal of Soft Computing in Civil Engineering, 6(3), pp. 119–139

2022

0

79

An Applied Study on Integration Edges of Failure and TOPSIS to Educational Environment Safety Assessment: A Case Study

Rezaie, M.Shamskia, N.Varaee, H.Rafieizonooz, M.Kim, J.-H.J.

Journal of Soft Computing in Civil Engineering, 6(3), pp. 78–100

2022

0

80

Prediction of Safe Bearing Capacity with Adaptive Neuro-Fuzzy Inference System of Fine-Grained Soils

Kumar, V.P.Sudharani, C.

Journal of Soft Computing in Civil Engineering, 6(4), pp. 83–94

2022

0

81

New Method of Getting Position of Instrument Station Based on Two Known Points and the Law of Cosines

Sulistyo, T.Kartika, D.M.R.

Journal of Soft Computing in Civil Engineering, 6(4), pp. 112–129

2022

0

82

Investigating the Correlation between the Parameters of Ground Motion Intensity Measures for Iran's Data

Rezaeemanesh, M.Mashayekhi, M.

Journal of Soft Computing in Civil Engineering, 6(4), pp. 59–82

2022

0

83

Escort patterns in dual-worker households with students

Rahmati, Y.Samimi, A.

Journal of Soft Computing in Civil Engineering, 5(1), pp. 62–79

2021

0

84

Simulating the urban heat island augmented with a heat wave episode using ictp regcm4.7 in a mega-urban structure of karachi, pakistan

Ahmad, B.Ali, S.Khan, T.Hasson, S.Bukhari, S.A.A.

Journal of Soft Computing in Civil Engineering, 5(1), pp. 49–61

2021

0