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1

[Studies in Big Data] Big Data in Engineering Applications Volume 44 || Implementing Scalable Machine Learning Algorithms for Mining Big Data: A State-of-the-Art Survey

Roy, Sanjiban Sekhar, Samui, Pijush, Deo, Ravinesh, Ntalampiras, Stavros

Year:

2018

Language:

english

File:

PDF, 253 KB

english, 2018

2

[Studies in Big Data] Big Data in Engineering Applications Volume 44 || Application of Big Data Analysis to Operation of Smart Power Systems

Roy, Sanjiban Sekhar, Samui, Pijush, Deo, Ravinesh, Ntalampiras, Stavros

Year:

2018

Language:

english

File:

PDF, 458 KB

english, 2018

3

Multivariate adaptive regression spline (MARS) and least squares support vector machine (LSSVM) for OCR prediction

Samui, Pijush, Kurup, Pradeep

Journal:

Soft Computing - A Fusion of Foundations, Methodologies and Applications

Year:

2012

Language:

english

File:

PDF, 397 KB

english, 2012

4

A novel hybrid approach based on a swarm intelligence optimized extreme learning machine for flash flood susceptibility mapping

Bui, Dieu Tien, Ngo, Phuong-Thao Thi, Pham, Tien Dat, Jaafari, Abolfazl, Minh, Nguyen Quang, Hoa, Pham Viet, Samui, Pijush

Journal:

Year:

2019

Language:

english

File:

PDF, 6.51 MB

english, 2019

5

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

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

Year:

2021

File:

PDF, 21.86 MB

2021

6

Correlation between SPT, CPT and MASW

Samui, Pijush, Sitharam, T. G.

Journal:

International Journal of Geotechnical Engineering

Year:

2010

Language:

english

File:

PDF, 602 KB

english, 2010

7

A New Intelligence Approach Based on GIS-Based Multivariate Adaptive Regression Splines and Metaheuristic optimization for Predicting Flash Flood Susceptible Areas at High-frequency Tropical Typhoon Area

Bui, Dieu Tien, Hoang, Nhat-Duc, Pham, Tien-Dat, Ngo, Phuong-Thao Thi, Hoa, Pham Viet, Minh, Nguyen Quang, Tran, Xuan-Truong, Samui, Pijush

Journal:

Journal of Hydrology

Year:

2019

Language:

english

File:

PDF, 6.12 MB

english, 2019

8

[Springer Transactions in Civil and Environmental Engineering] Intelligent Data Analytics for Decision-Support Systems in Hazard Mitigation (Theory and Practice of Hazard Mitigation) || Conjunction Model Design for Intermittent Streamflow Forecasts: Extreme Learning Machine with Discrete Wavelet Transform

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

Year:

2021

File:

PDF, 451 KB

2021

9

Least square support vector machine and relevance vector machine for evaluating seismic liquefaction potential using SPT

Journal:

Natural Hazards

Year:

2011

Language:

english

File:

PDF, 1.65 MB

english, 2011

10

Prediction of Field Hydraulic Conductivity of Clay Liners Using an Artificial Neural Network and Support Vector Machine

Das, Sarat Kumar, Samui, Pijush, Sabat, Akshaya Kumar

Journal:

International Journal of Geomechanics

Year:

2012

Language:

english

File:

PDF, 769 KB

english, 2012

11

Least square support vector machine and multivariate adaptive regression spline for modeling lateral load capacity of piles

Pijush Samui, Dookie Kim

Journal:

Neural Computing and Applications

Year:

2013

Language:

english

File:

PDF, 438 KB

english, 2013

12

Survey of different data-intelligent modeling strategies for forecasting air temperature using geographic information as model predictors

Sanikhani, Hadi, Deo, Ravinesh C., Samui, Pijush, Kisi, Ozgur, Mert, Cihan, Mirabbasi, Rasoul, Gavili, Siavash, Yaseen, Zaher Mundher

Journal:

Computers and Electronics in Agriculture

Year:

2018

Language:

english

File:

PDF, 4.87 MB

english, 2018

13

Reliability-Based Slope Stability Analysis of Durgawati Earthen Dam Considering Steady and Transient State Seepage Conditions Using MARS and RVM

Kumar, Vinay, Samui, Pijush, Himanshu, Navneet, Burman, Avijit

Journal:

Indian Geotechnical Journal

Year:

2019

Language:

english

File:

PDF, 1.11 MB

english, 2019

14

Least-square support vector machine applied to settlement of shallow foundations on cohesionless soils

Pijush Samui, T. G. Sitharam

Journal:

International Journal for Numerical and Analytical Methods in Geomechanics

Year:

2008

Language:

english

File:

PDF, 166 KB

english, 2008

15

Support vector machine applied to settlement of shallow foundations on cohesionless soils

Journal:

Computers and Geotechnics

Year:

2008

Language:

english

File:

PDF, 407 KB

english, 2008

16

Utilization relevance vector machine for slope reliability analysis

Pijush Samui, Tim Lansivaara, Dookie Kim

Journal:

Applied Soft Computing

Year:

2011

Language:

english

File:

PDF, 237 KB

english, 2011

17

Use of the Relevance Vector Machine for Prediction of an Overconsolidation Ratio

Samui, Pijush, Kurup, Pradeep

Journal:

International Journal of Geomechanics

Year:

2013

Language:

english

File:

PDF, 1.22 MB

english, 2013

18

Modeling of Elastic Modulus of Jointed Rock Mass: Gaussian Process Regression Approach

Kumar, Manoj, Bhatt, Madhav R., Samui, Pijush

Journal:

International Journal of Geomechanics

Year:

2014

Language:

english

File:

PDF, 201 KB

english, 2014

19

Determination of stability of slope using Minimax Probability Machine

Samui, Pijush, Hariharan, Rajadurai, Karthikeyan, Jayaraman

Journal:

Georisk Assessment and Management of Risk for Engineered Systems and Geohazards

Year:

2014

Language:

english

File:

PDF, 257 KB

english, 2014

20

Site Characterization Model Using Artificial Neural Network and Kriging

Samui, Pijush, Sitharam, T. G.

Journal:

International Journal of Geomechanics

Year:

2010

Language:

english

File:

PDF, 789 KB

english, 2010

21

Pullout capacity of small ground anchor: a least square support vector machine approach

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

Journal:

Journal of Zhejiang University SCIENCE A

Year:

2015

Language:

english

File:

PDF, 778 KB

english, 2015

22

Applicability of Data Mining Techniques for Predicting Electrical Resistivity of Soils Based on Thermal Resistivity

Journal:

International Journal of Geomechanics

Year:

2013

Language:

english

File:

PDF, 696 KB

english, 2013

23

[Studies in Big Data] Big Data in Engineering Applications Volume 44 ||

Roy, Sanjiban Sekhar, Samui, Pijush, Deo, Ravinesh, Ntalampiras, Stavros

Year:

2018

Language:

english

File:

PDF, 12.42 MB

english, 2018

24

A novel deep learning neural network approach for predicting flash flood susceptibility: A case study at a high frequency tropical storm area

Bui, Dieu Tien, Hoang, Nhat-Duc, Martínez-Álvarez, Francisco, Ngo, Phuong-Thao Thi, Hoa, Pham Viet, Pham, Tien Dat, Samui, Pijush, Costache, Romulus

Journal:

Science of The Total Environment

Year:

2019

Language:

english

File:

PDF, 3.56 MB

english, 2019

25

Effectiveness assessment of Keras based deep learning with different robust optimization algorithms for shallow landslide susceptibility mapping at tropical area

Nhu, Viet-Ha, Hoang, Nhat-Duc, Nguyen, Hieu, Ngo, Phuong Thao Thi, Thanh Bui, Tinh, Hoa, Pham Viet, Samui, Pijush, Tien Bui, Dieu

Journal:

Year:

2020

Language:

english

File:

PDF, 7.10 MB

english, 2020

26

Application of support vector machine and relevance vector machine to determine evaporative losses in reservoirs

Pijush Samui, Barnali Dixon

Journal:

Hydrological Processes

Year:

2012

Language:

english

File:

PDF, 191 KB

english, 2012

27

Determination of ultimate capacity of driven piles in cohesionless soil: A Multivariate Adaptive Regression Spline approach

Journal:

International Journal for Numerical and Analytical Methods in Geomechanics

Year:

2012

Language:

english

File:

PDF, 491 KB

english, 2012

28

Stability determination for layered soil slopes using the upper bound limit analysis

Jyant Kumar, Pijush Samui

Journal:

Geotechnical and Geological Engineering

Year:

2006

Language:

english

File:

PDF, 496 KB

english, 2006

29

Applicability of Statistical Learning Algorithms for

Pijush Samui, T. G. Sitharam

Journal:

Mathematical Geosciences

Year:

2010

Language:

english

File:

PDF, 1.55 MB

english, 2010

30

Support Vector Machine and Relevance Vector Machine for Prediction of Alumina and Pore Volume Fraction in Bioceramics

Kangeyanallore Govindaswamy Shanmugam Gopinath, Soumen Pal, Pijush Samui, Bimal Kumar Sarkar

Journal:

International Journal of Applied Ceramic Technology

Year:

2012

Language:

english

File:

PDF, 236 KB

english, 2012

31

APPLICATION OF RELEVANCE VECTOR MACHINE IN SEISMIC ATTENUATION PREDICTION

Journal:

Journal of Earthquake and Tsunami

Year:

2007

Language:

english

File:

PDF, 272 KB

english, 2007

32

Least Square Support Vector Machine Applied to Slope Reliability Analysis

Pijush Samui, Tim Lansivaara, Madhav R. Bhatt

Journal:

Geotechnical and Geological Engineering

Year:

2013

Language:

english

File:

PDF, 440 KB

english, 2013

33

The Use of a Relevance Vector Machine in Predicting Liquefaction Potential

Samui, Pijush, Karthikeyan, J.

Journal:

Indian Geotechnical Journal

Year:

2014

Language:

english

File:

PDF, 394 KB

english, 2014

34

A unified classification model for modeling of seismic liquefaction potential of soil based on CPT

Samui, Pijush, Hariharan, R.

Journal:

Journal of Advanced Research

Year:

2015

Language:

english

File:

PDF, 521 KB

english, 2015

35

Support vector regression based models to predict fracture characteristics of high strength and ultra high strength concrete beams

Yuvaraj, P., Ramachandra Murthy, A., Iyer, Nagesh R., Sekar, S.K., Samui, Pijush

Journal:

Engineering Fracture Mechanics

Year:

2013

Language:

english

File:

PDF, 948 KB

english, 2013

36

Spatial variability of rock depth using adaptive neuro-fuzzy inference system (ANFIS) and multivariate adaptive regression spline (MARS)

Samui, Pijush, Kim, Dookie, Viswanathan, R.

Journal:

Environmental Earth Sciences

Year:

2015

Language:

english

File:

PDF, 928 KB

english, 2015

37

Relevance vector machine applied to settlement of shallow foundation on cohesionless soils

Journal:

Georisk Assessment and Management of Risk for Engineered Systems and Geohazards

Year:

2008

Language:

english

File:

PDF, 338 KB

english, 2008

38

Estimating hysteretic energy demand in steel moment resisting frames using Multivariate Adaptive Regression Spline and Least Square Support Vector Machine

Alreja, Jatin, Parab, Shantaram, Mathur, Shivam, Samui, Pijush

Journal:

Ain Shams Engineering Journal

Year:

2015

Language:

english

File:

PDF, 754 KB

english, 2015

39

OCR Prediction Using Support Vector Machine Based on Piezocone Data

Samui, Pijush, Sitharam, T. G., Kurup, Pradeep U.

Journal:

Journal of Geotechnical and Geoenvironmental Engineering

Year:

2008

Language:

english

File:

PDF, 84 KB

english, 2008

40

Determination of seismic liquefaction potential of soil based on strain energy concept

Samui, Pijush, Kim, Dookie, Hariharan, R.

Journal:

Environmental Earth Sciences

Year:

2015

Language:

english

File:

PDF, 622 KB

english, 2015

41

Application of ANN for predicting pore water pressure response in a shake table test

Kumar, Bimlesh, Samui, Pijush

Journal:

International Journal of Geotechnical Engineering

Year:

2008

Language:

english

File:

PDF, 465 KB

english, 2008

42

Prediction of pile bearing capacity using support vector machine

Journal:

International Journal of Geotechnical Engineering

Year:

2011

Language:

english

File:

PDF, 557 KB

english, 2011

43

Determination of stability numbers for soil slopes following non-associated non-coaxial flow rule

Kumar, Bimlesh, Samui, Pijush

Journal:

International Journal of Geotechnical Engineering

Year:

2010

Language:

english

File:

PDF, 456 KB

english, 2010

44

Forecasting Evaporative Loss by Least-Square Support-Vector Regression and Evaluation with Genetic Programming, Gaussian Process, and Minimax Probability Machine Regression: Case Study of Brisbane City

Deo, Ravinesh C., Samui, Pijush

Journal:

Journal of Hydrologic Engineering

Year:

2017

Language:

english

File:

PDF, 1.22 MB

english, 2017

45

[Studies in Big Data] Big Data in Engineering Applications Volume 44 || Traffic Condition Monitoring Using Social Media Analytics

Roy, Sanjiban Sekhar, Samui, Pijush, Deo, Ravinesh, Ntalampiras, Stavros

Year:

2018

Language:

english

File:

PDF, 622 KB

english, 2018

46

[Studies in Big Data] Big Data in Engineering Applications Volume 44 || Scalable Framework for Cyber Threat Situational Awareness Based on Domain Name Systems Data Analysis

Roy, Sanjiban Sekhar, Samui, Pijush, Deo, Ravinesh, Ntalampiras, Stavros

Year:

2018

Language:

english

File:

PDF, 855 KB

english, 2018

47

[Studies in Big Data] Big Data in Engineering Applications Volume 44 || BWT: An Index Structure to Speed-Up Both Exact and Inexact String Matching

Roy, Sanjiban Sekhar, Samui, Pijush, Deo, Ravinesh, Ntalampiras, Stavros

Year:

2018

Language:

english

File:

PDF, 1.83 MB

english, 2018

48

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

Ngo, Phuong-Thao, Hoang, Nhat-Duc, Pradhan, Biswajeet, Nguyen, Quang, Tran, Xuan, Nguyen, Quang, Nguyen, Viet, Samui, Pijush, Tien Bui, Dieu

Journal:

Year:

2018

Language:

english

File:

PDF, 9.35 MB

english, 2018

49

Reliability Analysis of Pile Foundation Using ELM and MARS

Kumar, Manish, Samui, Pijush

Journal:

Geotechnical and Geological Engineering

Year:

2018

Language:

english

File:

PDF, 694 KB

english, 2018

50

Forecasting heating and cooling loads of buildings: a comparative performance analysis

Roy, Sanjiban Sekhar, Samui, Pijush, Nagtode, Ishan, Jain, Hemant, Shivaramakrishnan, Vishal, Mohammadi-ivatloo, Behnam

Journal:

Journal of Ambient Intelligence and Humanized Computing

Year:

2019

Language:

english

File:

PDF, 1016 KB

english, 2019