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" Handbook of probabilistic models / "
edited by Pijush Samui, Dieu Tien Bui, Subrata Chakraborty, Ravinesh C. Deo.
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BL
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| Record Number
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872543
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| Title & Author
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Handbook of probabilistic models /\ edited by Pijush Samui, Dieu Tien Bui, Subrata Chakraborty, Ravinesh C. Deo.
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| Publication Statement
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Amsterdam :: Butterworth-Heinemann,, 2019.
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| Page. NO
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1 online resource
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| ISBN
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0128165464
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: 9780128165461
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9780128165140 (pbk.)
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| Contents
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1. Monte Carlo Simulation -- 2. Stochastic Optimization Method -- 3. Reliability Analysis -- 4. Stochastic Finite Element Method -- 5. Kalman Filter -- 6. Random matrix -- 7. Markov Chain -- 8. Gaussian Process Regression-- 9. Logistic regression -- 10. Geostatistics -- 11. Kriging -- 12. Bayesian inference -- 13. Bayesian updating -- 14. Probabilistic Neural Network -- 15. SVM, Relevance vector machine
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| Subject
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Engineering-- Statistical methods.
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Engineering-- Statistical methods.
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| Dewey Classification
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620.0015192
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| LC Classification
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TA340
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| Added Entry
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Chakraborty, Subrata,1969-
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Deo, Ravinesh C.
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Samui, Pijush,1978-
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Tien Bui, Dieu
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| Parallel Title
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Probabilistic models
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