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51

A New Approach of Hybrid Bee Colony Optimized Neural Computing to Estimate the Soil Compression Coefficient for a Housing Construction Project

Samui, Pijush, Hoang, Nhat-Duc, Nhu, Viet-Ha, Nguyen, My-Linh, Ngo, Phuong Thao Thi, Bui, Dieu Tien

Journal:

Applied Sciences

Year:

2019

Language:

english

File:

PDF, 3.92 MB

english, 2019

52

[Springer Transactions in Civil and Environmental Engineering] Intelligent Data Analytics for Decision-Support Systems in Hazard Mitigation (Theory and Practice of Hazard Mitigation) || Energy Dissipation in Rough Chute: Experimental Approach Versus Artificial Intelligence Modeling

Deo, Ravinesh C., Samui, Pijush, Kisi, Ozgur, Yaseen, Zaher Mundher

Year:

2021

File:

PDF, 953 KB

2021

53

[Springer Transactions in Civil and Environmental Engineering] Intelligent Data Analytics for Decision-Support Systems in Hazard Mitigation (Theory and Practice of Hazard Mitigation) || Hydrological Drought Investigation Using Streamflow Drought Index

Deo, Ravinesh C., Samui, Pijush, Kisi, Ozgur, Yaseen, Zaher Mundher

Year:

2021

File:

PDF, 1.20 MB

2021

54

[Springer Transactions in Civil and Environmental Engineering] Intelligent Data Analytics for Decision-Support Systems in Hazard Mitigation (Theory and Practice of Hazard Mitigation) || Intelligent Data Analytics Approaches for Predicting Dissolved Oxygen Concentration in River: Extremely Randomized Tree Versus Random Forest, MLPNN and MLR

Deo, Ravinesh C., Samui, Pijush, Kisi, Ozgur, Yaseen, Zaher Mundher

Year:

2021

File:

PDF, 1.06 MB

2021

55

[Springer Transactions in Civil and Environmental Engineering] Intelligent Data Analytics for Decision-Support Systems in Hazard Mitigation (Theory and Practice of Hazard Mitigation) || Evolving Connectionist Systems Versus Neuro-Fuzzy System for Estimating Total Dissolved Gas at Forebay and Tailwater of Dams Reservoirs

Deo, Ravinesh C., Samui, Pijush, Kisi, Ozgur, Yaseen, Zaher Mundher

Year:

2021

File:

PDF, 878 KB

2021

56

Predicting groundwater depth fluctuations using deep learning, extreme learning machine and Gaussian process: a comparative study

Kumar, Deepak, Roshni, Thendiyath, Singh, Anshuman, Jha, Madan Kumar, Samui, Pijush

Journal:

Earth Science Informatics

Year:

2020

File:

PDF, 3.04 MB

2020

57

Reliability analysis of settlement of pile group

Kumar, Manish, Samui, Pijush, Kumar, Deepak, Zhang, Wengang

Journal:

Innovative Infrastructure Solutions

Year:

2021

File:

PDF, 2.55 MB

2021

58

Modelling the energy performance of residential buildings using advanced computational frameworks based on RVM, GMDH, ANFIS-BBO and ANFIS-IPSO

Kardani, Navid, Bardhan, Abidhan, Kim, Dookie, Samui, Pijush, Zhou, Annan

Journal:

Journal of Building Engineering

Year:

2021

File:

PDF, 2.76 MB

2021

59

Determination of liquefaction susceptibility of soil: a least square support vector machine approach

Pijush Samui, J. Karthikeyan

Journal:

International Journal for Numerical and Analytical Methods in Geomechanics

Year:

2012

Language:

english

File:

PDF, 339 KB

english, 2012

60

Site characterization model using least-square support vector machine and relevance vector machine based on corrected SPT data (Nc)

Pijush Samui, T. G. Sitharam

Journal:

International Journal for Numerical and Analytical Methods in Geomechanics

Year:

2010

Language:

english

File:

PDF, 516 KB

english, 2010

61

Application of statistical learning algorithms to ultimate bearing capacity of shallow foundation on cohesionless soil

Journal:

International Journal for Numerical and Analytical Methods in Geomechanics

Year:

2012

Language:

english

File:

PDF, 140 KB

english, 2012

62

Support vector machine for evaluating seismic-liquefaction potential using shear wave velocity

Pijush Samui, Dookie Kim, T.G. Sitharam

Journal:

Journal of Applied Geophysics

Year:

2011

Language:

english

File:

PDF, 699 KB

english, 2011

63

Slope stability analysis: a support vector machine approach

Journal:

Environmental Geology

Year:

2008

Language:

english

File:

PDF, 562 KB

english, 2008

64

Spatial Variability of Rock Depth in Bangalore Using Geostatistical, Neural Network and Support Vector Machine Models

T. G. Sitharam, Pijush Samui, P. Anbazhagan

Journal:

Geotechnical and Geological Engineering

Year:

2008

Language:

english

File:

PDF, 1020 KB

english, 2008

65

Application of Artificial Intelligence to Maximum Dry Density and Unconfined Compressive Strength of Cement Stabilized Soil

Sarat Kumar Das, Pijush Samui, Akshaya K. Sabat

Journal:

Geotechnical and Geological Engineering

Year:

2011

Language:

english

File:

PDF, 868 KB

english, 2011

66

Seismic liquefaction potential assessment by using Relevance Vector Machine

Journal:

Earthquake Engineering and Engineering Vibration

Year:

2007

Language:

english

File:

PDF, 368 KB

english, 2007

67

Prediction of swelling pressure of soil using artificial intelligence techniques

Sarat Kumar Das, Pijush Samui, Akshaya Kumar Sabat, T. G. Sitharam

Journal:

Environmental Earth Sciences

Year:

2010

Language:

english

File:

PDF, 539 KB

english, 2010

68

Machine learning techniques applied to prediction of residual strength of clay

Sarat Kumar Das, Pijush Samui, Shakilu Zama Khan, Nagarathnam Sivakugan

Journal:

Central European Journal of Geosciences

Year:

2011

Language:

english

File:

PDF, 2.61 MB

english, 2011

69

Uplift capacity of suction caisson in clay using multivariate adaptive regression spline

Pijush Samui, Sarat Das, Dookie Kim

Journal:

Ocean Engineering

Year:

2011

Language:

english

File:

PDF, 388 KB

english, 2011

70

Application of Relevance Vector Machine for Prediction of Ultimate Capacity of Driven Piles in Cohesionless Soils

Journal:

Geotechnical and Geological Engineering

Year:

2012

Language:

english

File:

PDF, 472 KB

english, 2012

71

Multivariate Adaptive Regression Spline (Mars) for Prediction of Elastic Modulus of Jointed Rock Mass

Journal:

Geotechnical and Geological Engineering

Year:

2013

Language:

english

File:

PDF, 258 KB

english, 2013

72

Support vector classifier analysis of slope

Journal:

Geomatics Natural Hazards and Risk

Year:

2013

Language:

english

File:

PDF, 538 KB

english, 2013

73

A Multivariate Adaptive Regression Spline Approach for Prediction of Maximum Shear Modulus and Minimum Damping Ratio

Samui, Pijush, Kothari, Dwarkadas Pralhaddas

Journal:

Engineering Journal

Year:

2012

Language:

english

File:

PDF, 368 KB

english, 2012

74

Determination of effective stress parameter of unsaturated soils: A Gaussian process regression approach

Samui, Pijush, Jagan, J.

Journal:

Frontiers of Structural and Civil Engineering

Year:

2013

Language:

english

File:

PDF, 147 KB

english, 2013

75

Liquefaction prediction using support vector machine model based on cone penetration data

Journal:

Frontiers of Structural and Civil Engineering

Year:

2013

Language:

english

File:

PDF, 277 KB

english, 2013

76

Determination of reservoir induced earthquake using support vector machine and gaussian process regression

Pijush Samui, Dookie Kim

Journal:

Applied Geophysics

Year:

2013

Language:

english

File:

PDF, 335 KB

english, 2013

77

Uplift Capacity of Suction Caisson in Clay Using Artificial Intelligence Techniques

Muduli, Pradyut Kumar, Das, Manas Ranjan, Samui, Pijush, Kumar Das, Sarat

Journal:

Marine Georesources & Geotechnology

Year:

2013

Language:

english

File:

PDF, 377 KB

english, 2013

78

Utilization of Gaussian Process Regression for Determination of Soil Electrical Resistivity

Journal:

Geotechnical and Geological Engineering

Year:

2014

Language:

english

File:

PDF, 391 KB

english, 2014

79

Prediction of Heat Transfer Rate of a Wire-on-Tube Type Heat Exchanger: An Artificial Intelligence Approach

Kumra, Anurag, Rawal, Nikhil, Samui, Pijush

Journal:

Procedia Engineering

Year:

2013

Language:

english

File:

PDF, 809 KB

english, 2013

80

Vector machine techniques for modeling of seismic liquefaction data

Journal:

Ain Shams Engineering Journal

Year:

2014

Language:

english

File:

PDF, 721 KB

english, 2014

81

Relevance vector machines approach for long-term flow prediction

Okkan, Umut, Serbes, Zafer Ali, Samui, Pijush

Journal:

Neural Computing and Applications

Year:

2014

Language:

english

File:

PDF, 753 KB

english, 2014

82

Modeling of SPT Seismic Liquefaction Data Using Minimax Probability Machine

Samui, Pijush, Hariharan, R.

Journal:

Geotechnical and Geological Engineering

Year:

2014

Language:

english

File:

PDF, 317 KB

english, 2014

83

Performance assessment of genetic programming (GP) and minimax probability machine regression (MPMR) for prediction of seismic ultrasonic attenuation

Kumar, Manoj, Mittal, Manav, Samui, Pijush

Journal:

Earthquake Science

Year:

2013

Language:

english

File:

PDF, 272 KB

english, 2013

84

Analysis of epimetamorphic rock slopes using soft computing

Kumar, Manoj, Samui, Pijush

Journal:

Journal of Shanghai Jiaotong University (Science)

Year:

2014

Language:

english

File:

PDF, 502 KB

english, 2014

85

Applicability of artificial intelligence to reservoir induced earthquakes

Samui, Pijush, Kim, Dookie

Journal:

Acta Geophysica

Year:

2014

Language:

english

File:

PDF, 445 KB

english, 2014

86

SPT-based liquefaction potential assessment by relevance vector machine approach

Karthikeyan, J., Kim, Dookie, Aiyer, Bhairevi G., Samui, Pijush

Journal:

European Journal of Environmental and Civil engineering

Year:

2013

Language:

english

File:

PDF, 295 KB

english, 2013

87

Prediction of friction capacity of driven piles in clay using the support vector machine

Journal:

Canadian Geotechnical Journal

Year:

2008

Language:

english

File:

PDF, 333 KB

english, 2008

88

Modeling of tensile strength of rocks materials based on support vector machines approaches

Ceryan, Nurcihan, Okkan, Umut, Samui, Pijush, Ceryan, Sener

Journal:

International Journal for Numerical and Analytical Methods in Geomechanics

Year:

2012

Language:

english

File:

PDF, 563 KB

english, 2012

89

Determination of Compression Index for Marine Clay: A Relevance Vector Machine Approach

Samui, Pijush, Kim, Dookie, Das, Sarat, Yoon, Gil Lim

Journal:

Marine Georesources & Geotechnology

Year:

2012

Language:

english

File:

PDF, 976 KB

english, 2012

90

Spatial Variability of Rock Depth Using Simple Kriging, Ordinary Kriging, RVM and MPMR

Viswanathan, R., Jagan, J., Samui, Pijush, Porchelvan, P.

Journal:

Geotechnical and Geological Engineering

Year:

2015

Language:

english

File:

PDF, 5.50 MB

english, 2015

91

Statistical learning algorithms for identifying contrasting tillage practices with Landsat Thematic Mapper data

Samui, Pijush, Gowda, Prasanna H., Oommen, Thomas, Howell, Terry A., Marek, Thomas H., Porter, Dana O.

Journal:

International Journal of Remote Sensing

Year:

2012

Language:

english

File:

PDF, 325 KB

english, 2012

92

Application of statistical learning algorithms for prediction of liquefaction susceptibility of soil based on shear wave velocity

Karthikeyan, J., Samui, Pijush

Journal:

Geomatics Natural Hazards and Risk

Year:

2014

Language:

english

File:

PDF, 281 KB

english, 2014

93

ERRATUM: "APPLICATION OF RELEVANCE VECTOR MACHINE IN SEISMIC ATTENUATION PREDICTION"

Journal:

Journal of Earthquake and Tsunami

Year:

2008

Language:

english

File:

PDF, 32 KB

english, 2008

94

Determination of stability of epimetamorphic rock slope using Minimax Probability Machine

Kumar, Manoj, Samui, Pijush, Naithani, Ajay Kumar

Journal:

Geomatics Natural Hazards and Risk

Year:

2014

Language:

english

File:

PDF, 175 KB

english, 2014

95

Modelling of reservoir-induced earthquakes: a multivariate adaptive regression spline

Samui, Pijush, Kim, Dookie

Journal:

Journal of Geophysics and Engineering

Year:

2012

Language:

english

File:

PDF, 179 KB

english, 2012

96

Metaheuristics in Water, Geotechnical and Transport Engineering || Slope Stability Analysis Using Multivariate Adaptive Regression Spline

Year:

2013

Language:

english

File:

PDF, 608 KB

english, 2013

97

Predicted ultimate capacity of laterally loaded piles in clay using support vector machine

Journal:

Geomechanics and Geoengineering

Year:

2008

Language:

english

File:

PDF, 493 KB

english, 2008

98

Three-Dimensional Site Characterization Model of Bangalore Using Support Vector Machine

Journal:

ISRN Soil Science

Year:

2012

Language:

english

File:

PDF, 1.70 MB

english, 2012

99

Site Characterization Model Using Support Vector Machine and Ordinary Kriging

Samui, Pijush, Das, Sarat

Journal:

Journal of Intelligent Systems

Year:

2011

Language:

english

File:

PDF, 1.61 MB

english, 2011

100

Prediction of Inelastic Mechanisms Leading to Seismic Failure of Interior Reinforced Concrete Beam–Column Connections

Nilanjan, Mitra, Pijush, Samui

Journal:

Practice Periodical on Structural Design and Construction

Year:

2012

Language:

english

File:

PDF, 179 KB

english, 2012