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245 00 a| Handbook of probabilistic modelsh| [electronic resource] /c| edited by Pijush Samui, Department of Civil Engineering, NIT Patna, Bihar, India, Dieu Tien Bui, Department of Business and IT, School of Business, University of South-Eastern Norway (USN), Telemark, Norway, Subrata Chakraborty, Department of Civil Engineering, Indian Institute of Engineering Science and Technology, Howrah, India, Ravinesh C. Deo, University of Southern Queenland, Springfield, QLD, Australia.;

260 a| Oxford [England] ;a| Cambridge, MA :b| Butterworth-Heinemann,c| [2020];

300 a| xxii, 567 pages :b| illustrations (some color) ;c| 23 cm;

504 a| Includes bibliographical references and index.;

505 0 a| Fundamentals of reliability analysis / Achintya Haldar -- Modeling wheat yield with data-intelligent algorithms : artificial neural network versus genetic programming and minimax probability machine regression / Mumtaz Ali and Ravinesh C. Deo -- Monthly rainfall forecasting with Markov Chain Monte Carlo simulations integrated with statistical bivariate copulas / Mumtaz Ali, Ravinesh C. Deo, Nathan J. Downs and Tek Maraseni -- A model for quantitative fire risk assessment integrating agent-based model with automatic event tree analysis / Farid Wajdi Akashah, Rachid Ouache, Jianping Zhang and Michael Delichatsios -- Prediction capability of polynomial neural network for uncertain buckling behavior of sandwich plates / R.R. Kumar, Tanmoy Mukhopadhya, K.M. Pandey and S. Dey -- Development of copula-statistical drought prediction model using the Standardized Precipitation-Evapotranspiration Index / Kavina S. Dayal, Ravinesh C. Deo and Armando A. Apan -- An efficient approximation-based robust design optimization framework for large-scale structural systems / Tanmoy Chatterjee and Rajib Chowdhury -- Probabilistic seasonal rainfall forecasts using semiparametric d-vine copula-based quantile regression / Thong Nguyen-Huy, Ravinesh C. Deo, Shahbaz Mushtaq and Shahjahan Khan -- Geostatistics : principles and methods / Saman Maroufpoor, Omid Bozorg-Haddad and Xuefeng Chu -- Adaptive H [sideways figure eight] Kalman filtering for stochastic systems with nonlinear uncertainties / Yuankai Li -- R for lifetime data modeling via probability distributions / Vikas Kumar Sharma -- Probability-based approach for evaluating groundwater risk assessment in Sina basin, India / Thendiyath Roshni, Sourav Choudhary, Madan K. Jha and Nehar Mandal -- Novel concepts for reliability analysis of dynamic structural systems / J. Ramon Gaxiola-Camacho, Hamoon Azizsoltani, Achintya Haldar, S. Mohsen Vazirizade and Francisco Javier Villegas-Mercado -- Probabilistic neural networks : a brief overview of theory, implementation, and application / Behshad Mohebali, Amirhessam Tahmassebi, Anke Meyer-Baese and Amir H. Gandomi -- Design of experiments for uncertainty quantification based on polynomial chaos expansion metamodels / Subhrajit Dutta and Amir H. Gandomi -- Stochastic response of primary-secondary coupled systems under uncertain ground excitation using generalized polynomial chaos method / Anoop Kodakkal, Pravin Jagtap and Vasant Matsagar -- Stochastic optimization : stochastic diffusion search algorithm / Saman Maroufpoor, Rahim Azadnia and Omid Bozorg-Haddad -- Resampling methods combined with Rao-Blackwellized Monte Carlo Data Association algorithm / Soheil Sadat Hosseini and Mohsin M. Jamali -- Back-propagation neural network modeling on the load-settlement response of single piles / Zhang Wengang, Anthony Teck Chee Goh, Zhang Runhong, Li Yongqin and Wei Ning -- A Monte Carlo approach applied to sensitivity analysis of criteria impacts on solar PV site selection / Hassan Z. Al Garni and Anjali Awasthi -- Stochastic analysis basics and application of statistical linearization technique on a controlled system with nonlinear viscous dampers / Aboubaker Gherbi and Mourad Belgasmia -- A comparative assessment of ANN and PNN model for low-frequency stochastic free vibration analysis of composite plates / S. Naskar, Tanmoy Mukhopadhya and S. Sriramula.;

506 a| Available only to authorized users.;

538 a| Mode of access: World Wide Web;

650 0 a| Engineeringx| Statistical methods.=| ^A31050;

655 0 a| Electronic books.=| ^A491897;

700 1 a| Samui, Pijush,d| 1978-?| UNAUTHORIZED;

700 1 a| Tien Bui, Dieu.?| UNAUTHORIZED;

700 1 a| Chakraborty, Subrata,d| 1969-?| UNAUTHORIZED;

700 1 a| Deo, Ravinesh C.?| UNAUTHORIZED;

856 40 z| Full text available from eBook - Engineering 2019u| https://go.openathens.net/redirector/ecu.edu?url=https%3A%2F%2Fwww.sciencedirect.com%2Fscience%2Fbook%2F9780128165140;

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Handbook of probabilistic models / edited by Pijush Samui, Department of Civil Engineering, NIT Patna, Bihar, India, Dieu Tien Bui, Department of Business and IT, School of Business, University of South-Eastern Norway (USN), Telemark, Norway, Subrata Chakraborty, Department of Civil Engineering, Indian Institute of Engineering Science and Technology, Howrah, India, Ravinesh C. Deo, University of Southern Queenland, Springfield, QLD, Australia.

Format	Electronic
Publication Info	Oxford [England] ; Cambridge, MA : Butterworth-Heinemann, [2020]
Description	xxii, 567 pages : illustrations (some color) ; 23 cm
Supplemental Content	Full text available from eBook - Engineering 2019
Subjects	Engineering--Statistical methods.

Other author/creator	Samui, Pijush, 1978-
Other author/creator	Tien Bui, Dieu.
Other author/creator	Chakraborty, Subrata, 1969-
Other author/creator	Deo, Ravinesh C.
Contents	Fundamentals of reliability analysis / Achintya Haldar -- Modeling wheat yield with data-intelligent algorithms : artificial neural network versus genetic programming and minimax probability machine regression / Mumtaz Ali and Ravinesh C. Deo -- Monthly rainfall forecasting with Markov Chain Monte Carlo simulations integrated with statistical bivariate copulas / Mumtaz Ali, Ravinesh C. Deo, Nathan J. Downs and Tek Maraseni -- A model for quantitative fire risk assessment integrating agent-based model with automatic event tree analysis / Farid Wajdi Akashah, Rachid Ouache, Jianping Zhang and Michael Delichatsios -- Prediction capability of polynomial neural network for uncertain buckling behavior of sandwich plates / R.R. Kumar, Tanmoy Mukhopadhya, K.M. Pandey and S. Dey -- Development of copula-statistical drought prediction model using the Standardized Precipitation-Evapotranspiration Index / Kavina S. Dayal, Ravinesh C. Deo and Armando A. Apan -- An efficient approximation-based robust design optimization framework for large-scale structural systems / Tanmoy Chatterjee and Rajib Chowdhury -- Probabilistic seasonal rainfall forecasts using semiparametric d-vine copula-based quantile regression / Thong Nguyen-Huy, Ravinesh C. Deo, Shahbaz Mushtaq and Shahjahan Khan -- Geostatistics : principles and methods / Saman Maroufpoor, Omid Bozorg-Haddad and Xuefeng Chu -- Adaptive H [sideways figure eight] Kalman filtering for stochastic systems with nonlinear uncertainties / Yuankai Li -- R for lifetime data modeling via probability distributions / Vikas Kumar Sharma -- Probability-based approach for evaluating groundwater risk assessment in Sina basin, India / Thendiyath Roshni, Sourav Choudhary, Madan K. Jha and Nehar Mandal -- Novel concepts for reliability analysis of dynamic structural systems / J. Ramon Gaxiola-Camacho, Hamoon Azizsoltani, Achintya Haldar, S. Mohsen Vazirizade and Francisco Javier Villegas-Mercado -- Probabilistic neural networks : a brief overview of theory, implementation, and application / Behshad Mohebali, Amirhessam Tahmassebi, Anke Meyer-Baese and Amir H. Gandomi -- Design of experiments for uncertainty quantification based on polynomial chaos expansion metamodels / Subhrajit Dutta and Amir H. Gandomi -- Stochastic response of primary-secondary coupled systems under uncertain ground excitation using generalized polynomial chaos method / Anoop Kodakkal, Pravin Jagtap and Vasant Matsagar -- Stochastic optimization : stochastic diffusion search algorithm / Saman Maroufpoor, Rahim Azadnia and Omid Bozorg-Haddad -- Resampling methods combined with Rao-Blackwellized Monte Carlo Data Association algorithm / Soheil Sadat Hosseini and Mohsin M. Jamali -- Back-propagation neural network modeling on the load-settlement response of single piles / Zhang Wengang, Anthony Teck Chee Goh, Zhang Runhong, Li Yongqin and Wei Ning -- A Monte Carlo approach applied to sensitivity analysis of criteria impacts on solar PV site selection / Hassan Z. Al Garni and Anjali Awasthi -- Stochastic analysis basics and application of statistical linearization technique on a controlled system with nonlinear viscous dampers / Aboubaker Gherbi and Mourad Belgasmia -- A comparative assessment of ANN and PNN model for low-frequency stochastic free vibration analysis of composite plates / S. Naskar, Tanmoy Mukhopadhya and S. Sriramula.
Bibliography note	Includes bibliographical references and index.
Access restriction	Available only to authorized users.
Technical details	Mode of access: World Wide Web
Genre/form	Electronic books.
LCCN	2019461172
ISBN	9780128165140

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