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Determination of Friction Capacity of Driven Pile in Clay Using Gaussian Process Regression (GPR), and Minimax Probability Machine Regression (MPMR).
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- Geotechnical & Geological Engineering, 2019, v. 37, n. 5, p. 4643, doi. 10.1007/s10706-019-00928-8
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- Article
Reliability Analysis of Pile Foundation Using ELM and MARS.
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- Geotechnical & Geological Engineering, 2019, v. 37, n. 4, p. 3447, doi. 10.1007/s10706-018-00777-x
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- Article
Reliability Analysis of Slope Safety Factor by Using GPR and GP.
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- Geotechnical & Geological Engineering, 2019, v. 37, n. 3, p. 2245, doi. 10.1007/s10706-018-0697-2
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- Article
Deterministic and Probabilistic Analysis of Liquefaction for Different Regions in Bihar.
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- Geotechnical & Geological Engineering, 2018, v. 36, n. 5, p. 3311, doi. 10.1007/s10706-018-0498-7
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- Article
Reliability Analysis of Infinite Slope Using Metamodels.
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- Geotechnical & Geological Engineering, 2017, v. 35, n. 3, p. 1221, doi. 10.1007/s10706-017-0160-9
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- Article
Determination of Optimum Tool for Efficient Rock Cutting.
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- Geotechnical & Geological Engineering, 2016, v. 34, n. 4, p. 1257, doi. 10.1007/s10706-016-0035-5
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- Article
Reliability Analysis of Quick Sand Condition.
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- Geotechnical & Geological Engineering, 2016, v. 34, n. 2, p. 579, doi. 10.1007/s10706-015-9967-4
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- Article
An Alternative Method for Determination of Liquefaction Susceptibility of Soil.
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- Geotechnical & Geological Engineering, 2016, v. 34, n. 2, p. 735, doi. 10.1007/s10706-015-9969-2
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- Article
Spatial Variability of Rock Depth Using Simple Kriging, Ordinary Kriging, RVM and MPMR.
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- Geotechnical & Geological Engineering, 2015, v. 33, n. 1, p. 69, doi. 10.1007/s10706-014-9823-y
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- Article
Modeling of SPT Seismic Liquefaction Data Using Minimax Probability Machine.
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- Geotechnical & Geological Engineering, 2014, v. 32, n. 3, p. 699, doi. 10.1007/s10706-014-9749-4
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- Article
Utilization of Gaussian Process Regression for Determination of Soil Electrical Resistivity.
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- Geotechnical & Geological Engineering, 2014, v. 32, n. 1, p. 191, doi. 10.1007/s10706-013-9705-8
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- Article
Least Square Support Vector Machine Applied to Slope Reliability Analysis.
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- Geotechnical & Geological Engineering, 2013, v. 31, n. 4, p. 1329, doi. 10.1007/s10706-013-9654-2
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- Article
Multivariate Adaptive Regression Spline (Mars) for Prediction of Elastic Modulus of Jointed Rock Mass.
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- Geotechnical & Geological Engineering, 2013, v. 31, n. 1, p. 249, doi. 10.1007/s10706-012-9584-4
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- Article
Application of Relevance Vector Machine for Prediction of Ultimate Capacity of Driven Piles in Cohesionless Soils.
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- Geotechnical & Geological Engineering, 2012, v. 30, n. 5, p. 1261, doi. 10.1007/s10706-012-9539-9
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- Article
Application of Artificial Intelligence to Maximum Dry Density and Unconfined Compressive Strength of Cement Stabilized Soil.
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- Geotechnical & Geological Engineering, 2011, v. 29, n. 3, p. 329, doi. 10.1007/s10706-010-9379-4
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- Article
Spatial Variability of Rock Depth in Bangalore Using Geostatistical, Neural Network and Support Vector Machine Models.
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- Geotechnical & Geological Engineering, 2008, v. 26, n. 5, p. 503, doi. 10.1007/s10706-008-9185-4
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- Article
Application of MCS, GRNN, and GPR for performing the reliability analysis of rock slope.
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- Natural Hazards, 2024, v. 120, n. 8, p. 7897, doi. 10.1007/s11069-024-06472-w
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- Article
Least square support vector machine and relevance vector machine for evaluating seismic liquefaction potential using SPT.
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- Natural Hazards, 2011, v. 59, n. 2, p. 811, doi. 10.1007/s11069-011-9797-5
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- Article
Application of deep learning approaches to predict monthly stream flows.
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- Environmental Monitoring & Assessment, 2023, v. 195, n. 6, p. 1, doi. 10.1007/s10661-023-11331-5
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- Article
Reliability Analysis of Circular Footing by Using GP and MPMR.
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- International Journal of Applied Metaheuristic Computing, 2021, v. 12, n. 1, p. N.PAG, doi. 10.4018/IJAMC.2021010101
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- Article
Multivariate Adaptive Regression Spline and Least Square Support Vector Machine for Prediction of Undrained Shear Strength of Clay.
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- International Journal of Applied Metaheuristic Computing, 2012, v. 3, n. 2, p. 33, doi. 10.4018/jamc.2012040103
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- Article
Prediction of Rainfall Using Support Vector Machine and Relevance Vector Machine.
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- Earth Science India, 2011, v. 4, n. 4, p. 188
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- Article
Application of Multivariate Adaptive Regression Splines to Evaporation Losses in Reservoirs.
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- Earth Science India, 2011, v. 4, n. 1, p. 15
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- Article
Spatial Variability of Rock Depth using Artificial Intelligence Techniques.
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- Earth Science India, 2010, v. 3, n. 4, p. 195
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- Article
Machine Learning Approach for Prediction of Lateral Confinement Coefficient of CFRP-Wrapped RC Columns.
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- Symmetry (20738994), 2023, v. 15, n. 2, p. 545, doi. 10.3390/sym15020545
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- Article
Performance assessment of genetic programming (GP) and minimax probability machine regression (MPMR) for prediction of seismic ultrasonic attenuation.
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- Earthquake Science, 2013, v. 26, n. 2, p. 147, doi. 10.1007/s11589-013-0018-z
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- Article
A Hybrid DNN Model for Travel Time Estimation from Spatio-Temporal Features.
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- Sustainability (2071-1050), 2022, v. 14, n. 21, p. 14049, doi. 10.3390/su142114049
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- Article
Estimation of Daily Water Table Level with Bimonthly Measurements in Restored Ombrotrophic Peatland.
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- Sustainability (2071-1050), 2021, v. 13, n. 10, p. 5474, doi. 10.3390/su13105474
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- Article
Genetic-Algorithm-Optimized Sequential Model for Water Temperature Prediction.
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- Sustainability (2071-1050), 2020, v. 12, n. 13, p. 5374, doi. 10.3390/su12135374
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- Article
Machine learning-enhanced Monte Carlo and subset simulations for advanced risk assessment in transportation infrastructure.
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- Journal of Mountain Science, 2024, v. 21, n. 2, p. 690, doi. 10.1007/s11629-023-8388-8
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- Article
Applicability of artificial intelligence to reservoir induced earthquakes.
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- Acta Geophysica, 2014, v. 62, n. 3, p. 608, doi. 10.2478/s11600-014-0201-1
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- Article
Support Vector Machine and Relevance Vector Machine for Prediction of Alumina and Pore Volume Fraction in Bioceramics.
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- International Journal of Applied Ceramic Technology, 2013, v. 10, p. E240, doi. 10.1111/j.1744-7402.2012.02810.x
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- Article
A comparative study of prediction of compressive strength of ultra‐high performance concrete using soft computing technique.
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- Structural Concrete, 2023, v. 24, n. 4, p. 5538, doi. 10.1002/suco.202200850
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- Article
Daily Flow Modeling With Random Forest and K-Nearest Neighbor Methods.
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- Erzincan University Journal of Science & Technology, 2021, v. 14, n. 3, p. 914, doi. 10.18185/erzifbed.949126
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- Article
Hourly River Flow Forecasting: Application of Emotional Neural Network Versus Multiple Machine Learning Paradigms.
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- Water Resources Management, 2020, v. 34, n. 3, p. 1075, doi. 10.1007/s11269-020-02484-w
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- Article
Lake Water-Level fluctuations forecasting using Minimax Probability Machine Regression, Relevance Vector Machine, Gaussian Process Regression, and Extreme Learning Machine.
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- Water Resources Management, 2019, v. 33, n. 11, p. 3965, doi. 10.1007/s11269-019-02346-0
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- Article
A parametric study of ground vibration induced by quarry blasting: an application of group method of data handling.
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- Environmental Earth Sciences, 2022, v. 81, n. 4, p. 1, doi. 10.1007/s12665-022-10239-6
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- Article
An approach based on socio-politically optimized neural computing network for predicting shallow landslide susceptibility at tropical areas.
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- Environmental Earth Sciences, 2021, v. 80, n. 7, p. 1, doi. 10.1007/s12665-021-09525-6
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- Article
Determination of seismic liquefaction potential of soil based on strain energy concept.
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- Environmental Earth Sciences, 2015, v. 74, n. 7, p. 5581, doi. 10.1007/s12665-015-4567-4
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- Article
Spatial variability of rock depth using adaptive neuro-fuzzy inference system (ANFIS) and multivariate adaptive regression spline (MARS).
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- Environmental Earth Sciences, 2015, v. 73, n. 8, p. 4265, doi. 10.1007/s12665-014-3711-x
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- Article
Prediction of swelling pressure of soil using artificial intelligence techniques.
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- Environmental Earth Sciences, 2010, v. 61, n. 2, p. 393, doi. 10.1007/s12665-009-0352-6
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- Article
Examining Efficacy of Metamodels in predicting Ground Water Table.
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- International Journal of Performability Engineering, 2015, v. 11, n. 3, p. 275
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- Article
Use of Minimax Probability Machine Regression for Modelling of Settlement of Shallow Foundations on Cohesionless Soil.
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- International Journal of Performability Engineering, 2014, v. 10, n. 3, p. 325
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- Article
Machine Learning Techniques Applied to Uniaxial Compressive Strength of Oporto Granite.
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- International Journal of Performability Engineering, 2014, v. 10, n. 2, p. 189
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- Article
A Novel Hybrid Swarm Optimized Multilayer Neural Network for Spatial Prediction of Flash Floods in Tropical Areas Using Sentinel-1 SAR Imagery and Geospatial Data.
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- Sensors (14248220), 2018, v. 18, n. 11, p. 3704, doi. 10.3390/s18113704
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- Article
Determination of ultimate capacity of driven piles in cohesionless soil: A Multivariate Adaptive Regression Spline approach.
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- International Journal for Numerical & Analytical Methods in Geomechanics, 2012, v. 36, n. 11, p. 1434, doi. 10.1002/nag.1076
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- Article
Application of statistical learning algorithms to ultimate bearing capacity of shallow foundation on cohesionless soil.
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- International Journal for Numerical & Analytical Methods in Geomechanics, 2012, v. 36, n. 1, p. 100, doi. 10.1002/nag.997
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- Article
Multivariate adaptive regression spline (MARS) and least squares support vector machine (LSSVM) for OCR prediction.
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- Soft Computing - A Fusion of Foundations, Methodologies & Applications, 2012, v. 16, n. 8, p. 1347, doi. 10.1007/s00500-012-0815-7
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- Article
Evaluation of the Compressive Strength of CFRP-Wrapped Circular Concrete Columns Using Artificial Intelligence Techniques.
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- Designs, 2022, v. 6, n. 6, p. 112, doi. 10.3390/designs6060112
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- Article
A Simplified Approach for Rainfall-runoff Modeling Using Advanced Soft-computing Methods.
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- Jordan Journal of Civil Engineering, 2021, v. 15, n. 3, p. 378
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- Article