Mete Celik (33 results)
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- Softcover
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- Softcover
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- Softcover
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- Softcover
Seller: AHA-BUCH GmbH, Einbeck, GermanyAHA-BUCH GmbH
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Taschenbuch. Condition: Neu. Druck auf Anfrage Neuware - Printed after ordering - Explosive growth in the size of spatial databases has highlighted the need for spatial data mining techniques to mine the interesting but implicit spatial patterns within these large databases. This book explores computational structure of the exac…t and approximate spatialautoregression (SAR) model solutions. Estimation of the parameters of the SAR model using Maximum Likelihood (ML) theory is computationally very expensive because of the need to compute the logarithm of the determinant (log-det) of a large matrix in the log-likelihood function.The second part of the book introduces theory on SAR model solutions. The third part of the book applies parallel processing techniques to the exact SAR model solutions. Parallel formulations of the SAR model parameter estimation procedure based on ML theory are probed using data parallelism with load-balancing techniques.Although this parallel implementation showed scalability up to eight processors, the exact SAR model solution still suffers from high computational complexity and memory requirements. These limitations have led the book to investigate serial and parallel approximate solutions for SAR model parameter estimation. In the fourth and fifth parts of the book, two candidate approximate-semi-sparse solutions of the SAR model based on Taylor's Series expansion and Chebyshev Polynomials are presented. Experiments show that the differences between exact and approximate SAR parameter estimates have no significant effect on the prediction accuracy.In the last part of the book, we developed a new ML based approximate SAR model solution and its variants in the next part of the thesis. The new approximate SAR model solution is called the Gauss-Lanczos approximated SAR model solution. We algebraically rank the error of the Chebyshev Polynomial approximation, Taylor's Series approximation and the Gauss-Lanczos approximation to the solution of the SAR model and its variants. In other words, we established a novel relationship between the error in the log-det term, which is the approximated term in the concentrated log-likelihood function and the error in estimating the SAR parameter for all of the approximate SAR model solutions.
Language: English
Published by Springer, 2021
Series: Studies in Fuzziness and Soft Computing, Book 164 of 183. Book 164 of 183 - Studies in Fuzziness and Soft Computing
- Softcover
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Language: English
Published by Springer, 2020
Series: Studies in Fuzziness and Soft Computing, Book 164 of 183. Book 164 of 183 - Studies in Fuzziness and Soft Computing
- Hardcover
Seller: Ria Christie Collections, Uxbridge, United KingdomRia Christie Collections
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Language: English
Published by Springer, 2020
Series: Studies in Fuzziness and Soft Computing, Book 164 of 183. Book 164 of 183 - Studies in Fuzziness and Soft Computing
- Hardcover
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Language: English
Published by Springer, 2021
Series: Studies in Fuzziness and Soft Computing, Book 164 of 183. Book 164 of 183 - Studies in Fuzziness and Soft Computing
- Softcover
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Language: English
Published by Springer, 2020
Series: Studies in Fuzziness and Soft Computing, Book 164 of 183. Book 164 of 183 - Studies in Fuzziness and Soft Computing
- Hardcover
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Published by Türkiye Is Bankasi Kültür Yayinlari, Istanbul, 1975
- Hardcover
Seller: Khalkedon Rare Books ABA, ILAB, IOBA, ESA, Istanbul, TurkeyKhalkedon Rare Books ABA, ILAB, IOBA, ESA
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Dust jacket. Condition: Very Good. Dust Jacket Condition: Very Good. Original bdg. with original dust wrapper. There's tear the edges of DJ. [xi], 397 p. In Turkish. Color and b/w ills. Türk mimarisinin gelisimi ve Mimar Sinan. TURKISH AND ISLAMIC ARTS Ottoman architecture Architect Sinan History of art.
Language: English
Published by Springer International Publishing, 2020
Series: Studies in Fuzziness and Soft Computing, Book 164 of 183. Book 164 of 183 - Studies in Fuzziness and Soft Computing
- Hardcover
Seller: moluna, Greven, Germanymoluna
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Gebunden. Condition: New.
- Softcover
Seller: Buchpark, Trebbin, GermanyBuchpark
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£ 35.96
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Condition: Sehr gut. Zustand: Sehr gut | Sprache: Englisch | Produktart: Bücher | Explosive growth in the size of spatial databases has highlighted the need for spatial data mining techniques to mine the interesting but implicit spatial patterns within these large databases. This book explores computational structure of the exac…t and approximate spatial autoregression (SAR) model solutions. Estimation of the parameters of the SAR model using Maximum Likelihood (ML) theory is computationally very expensive because of the need to compute the logarithm of the determinant (log-det) of a large matrix in the log-likelihood function. The second part of the book introduces theory on SAR model solutions. The third part of the book applies parallel processing techniques to the exact SAR model solutions. Parallel formulations of the SAR model parameter estimation procedure based on ML theory are probed using data parallelism with load-balancing techniques. Although this parallel implementation showed scalability up to eight processors, the exact SAR model solution still suffers from high computational complexity and memory requirements. These limitations have led the book to investigate serial and parallel approximate solutions for SAR model parameter estimation. In the fourth and fifth parts of the book, two candidate approximate-semi-sparse solutions of the SAR model based on Taylor's Series expansion and Chebyshev Polynomials are presented. Experiments show that the differences between exact and approximate SAR parameter estimates have no significant effect on the prediction accuracy. In the last part of the book, we developed a new ML based approximate SAR model solution and its variants in the next part of the thesis. The new approximate SAR model solution is called the Gauss-Lanczos approximated SAR model solution. We algebraically rank the error of the Chebyshev Polynomial approximation, Taylor's Series approximation and the Gauss-Lanczos approximation to the solution of the SAR model and its variants. In other words, we established a novel relationship between the error in the log-det term, which is the approximated term in the concentrated log-likelihood function and the error in estimating the SAR parameter for all of the approximate SAR model solutions.
Language: English
Published by Springer, 2020
Series: Studies in Fuzziness and Soft Computing, Book 164 of 183. Book 164 of 183 - Studies in Fuzziness and Soft Computing
- Hardcover
Seller: Books Puddle, New York, NY, U.S.A.Books Puddle
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Language: English
Published by Springer Nature, 2020
Series: Studies in Fuzziness and Soft Computing, Book 164 of 183. Book 164 of 183 - Studies in Fuzziness and Soft Computing
- Hardcover
Seller: Revaluation Books, Exeter, United KingdomRevaluation Books
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- Hardcover
Seller: Ria Christie Collections, Uxbridge, United KingdomRia Christie Collections
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Computational Intelligence and Soft Computing Applications in Healthcare Management Science
Gul, Muhammet (EDT); Celik, Erkan (EDT); Mete, Suleyman (EDT); Serin, Faruk (EDT)
- Hardcover
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Computational Intelligence and Soft Computing Applications in Healthcare Management Science
Gul, Muhammet (EDT); Celik, Erkan (EDT); Mete, Suleyman (EDT); Serin, Faruk (EDT)
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Computational Intelligence and Soft Computing Applications in Healthcare Management Science
Gul, Muhammet (EDT); Celik, Erkan (EDT); Mete, Suleyman (EDT); Serin, Faruk (EDT)
- Hardcover
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Computational Intelligence and Soft Computing Applications in Healthcare Management Science
Gul, Muhammet (EDT); Celik, Erkan (EDT); Mete, Suleyman (EDT); Serin, Faruk (EDT)
- Hardcover
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- Hardcover
Seller: Mispah books, Redhill, SURRE, United KingdomMispah books
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- Softcover
- Print on Demand
Seller: BuchWeltWeit Ludwig Meier e.K., Bergisch Gladbach, GermanyBuchWeltWeit Ludwig Meier e.K.
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Taschenbuch. Condition: Neu. This item is printed on demand - it takes 3-4 days longer - Neuware -Explosive growth in the size of spatial databases has highlighted the need for spatial data mining techniques to mine the interesting but implicit spatial patterns within these large databases. This book explores computational struc…ture of the exact and approximate spatialautoregression (SAR) model solutions. Estimation of the parameters of the SAR model using Maximum Likelihood (ML) theory is computationally very expensive because of the need to compute the logarithm of the determinant (log-det) of a large matrix in the log-likelihood function.The second part of the book introduces theory on SAR model solutions. The third part of the book applies parallel processing techniques to the exact SAR model solutions. Parallel formulations of the SAR model parameter estimation procedure based on ML theory are probed using data parallelism with load-balancing techniques.Although this parallel implementation showed scalability up to eight processors, the exact SAR model solution still suffers from high computational complexity and memory requirements. These limitations have led the book to investigate serial and parallel approximate solutions for SAR model parameter estimation. In the fourth and fifth parts of the book, two candidate approximate-semi-sparse solutions of the SAR model based on Taylor's Series expansion and Chebyshev Polynomials are presented. Experiments show that the differences between exact and approximate SAR parameter estimates have no significant effect on the prediction accuracy.In the last part of the book, we developed a new ML based approximate SAR model solution and its variants in the next part of the thesis. The new approximate SAR model solution is called the Gauss-Lanczos approximated SAR model solution. We algebraically rank the error of the Chebyshev Polynomial approximation, Taylor's Series approximation and the Gauss-Lanczos approximation to the solution of the SAR model and its variants. In other words, we established a novel relationship between the error in the log-det term, which is the approximated term in the concentrated log-likelihood function and the error in estimating the SAR parameter for all of the approximate SAR model solutions. 84 pp. Englisch.
- Softcover
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Condition: New. Print on Demand pp. 84 26 Illus.
- Softcover
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Seller: Biblios, frankfurt am main, HESSE, GermanyBiblios
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Condition: New. PRINT ON DEMAND pp. 84.
- Softcover
- Print on Demand
Seller: moluna, Greven, Germanymoluna
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Condition: New. Dieser Artikel ist ein Print on Demand Artikel und wird nach Ihrer Bestellung fuer Sie gedruckt. Explosive growth in the size of spatial databases has highlighted the need for spatial data mining techniques to mine the interesting but implicit spatial patterns within these large databases. This book explores comp…utational structure of the exact and ap.
Language: English
Published by Springer, Berlin|Springer International Publishing|Springer, 2021
Series: Studies in Fuzziness and Soft Computing, Book 164 of 183. Book 164 of 183 - Studies in Fuzziness and Soft Computing
- Softcover
- Print on Demand
Seller: moluna, Greven, Germanymoluna
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Condition: New. Dieser Artikel ist ein Print on Demand Artikel und wird nach Ihrer Bestellung fuer Sie gedruckt. This book presents a number of approaches to Fine-Kinney-based multi-criteria occupational risk-assessment. For each proposed approach, it provides case studies demonstrating their applicability, as well as Python cod…ing, which will enable readers to imp.
Language: English
Published by Springer, 2020
Series: Studies in Fuzziness and Soft Computing, Book 164 of 183. Book 164 of 183 - Studies in Fuzziness and Soft Computing
- Hardcover
- Print on Demand
Seller: Majestic Books, Hounslow, United KingdomMajestic Books
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Language: English
Published by Springer, 2020
Series: Studies in Fuzziness and Soft Computing, Book 164 of 183. Book 164 of 183 - Studies in Fuzziness and Soft Computing
- Hardcover
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