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Data analysis and related applications · 1 · Computational, algorithmic and applied economic data analysis
Konstantinos N. Zafeiris (Redaktör), Christos H. Skiadas (Redaktör), Yannis Dimotikalis (Redaktör), Alex Karagrigoriou (Redaktör), Christiana Karagrigoriou-Vonta (Redaktör)
ISBN 9781394165490 · PDF, ISBN 9781394165513 · online, ISBN 9781394165506 · ebook
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London : ISTE; Hoboken, NJ, USA : Wiley, 2022online resource (xviii, 437, 17 sidor)
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Big Data, Artificial Intelligence and Data Analysis Set · Big Data, Artificial Intelligence and Data Analysis Set ; 9edited by Konstantinos N. Zafeiris, Christos H. Skiadas, Yannis Dimotikalis, Alex Karagrigoriou, Christiana Karagrigoriou-Vonta
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Electronic data processing., Mathematical statistics.Annat bärarformat
Data Analysis and Related Applications, Volume 1 : Computational, Algorithmic and Applied Economic Data Analysis. · ISBN 9781786307712 (Print)Sammanfattning
The scientific field of data analysis is constantly expanding due to the rapid growth of the computer industry and the wide applicability of computational and algorithmic techniques, in conjunction with new advances in statistical, stochastic and analytic tools. There is a constant need for new, high-quality publications to cover the recent advances in all fields of science and engineering. This book is a collective work by a number of leading scientists, computer experts, analysts, engineers, mathematicians, probabilists and statisticians who have been working at the forefront of data analysis and related applications. The chapters of this collaborative work represent a cross-section of current concerns, developments and research interests in the above scientific areas. The collected material has been divided into appropriate sections to provide the reader with both theoretical and applied information on data analysis methods, models and techniques, along with related applications.
Innehållsförteckning
PART 1 -- 1. Performance of Evaluation of Diagnosis of Various Thyroid Diseases Using Machine Learning Techniques / Burcu Bektas GÜNEŞ, Evren BURSUK and Rüya ŞAMLI -- 2. Exploring Chronic Diseases’ Spatial Patterns: Thyroid Cancer in Sicilian Volcanic Areas / Francesca BITONTI and Angelo MAZZA -- 3. Analysis of Blockchain-based Databases in Web Applications /Orhun Ceng BOZO and Rüya ŞAMLI -- 4. Optimization and Asymptotic Analysis of Insurance Models / Ekaterina BULINSKAYA
5. Statistical Analysis of Traffic Volume in the 25 de Abril Bridge /Frederico CAEIRO, Ayana MATEUS and Conceicao VEIGA de ALMEIDA -- 6. Predicting the Risk of Gestational Diabetes Mellitus through Nearest Neighbor Classification / Louisa TESTA, Mark A. CARUANA, Maria KONTORINAKI and Charles SAVONA-VENTURA -- 7. Political Trust in National Institutions: The Significance of Items’ Level of Measurement in the Validation of Constructs /Anastasia CHARALAMPI, Eva TSOUPAROPOULOU, Joanna TSIGANOU and Catherine MICHALOPOULOU -- 8. The State of the Art in Flexible Regression Models for Univariate Bounded Responses / Agnese Maria DI BRISCO, Roberto ASCARI, Sonia MIGLIORATI and Andrea ONGARO -- 9. Simulation Studies for a Special Mixture Regression Model with Multivariate Responses on the Simplex / Agnese Maria DI BRISCO, Roberto ASCARI, Sonia MIGLIORATI and Andrea ONGARO -- PART 2 -- 10. Numerical Studies of Implied Volatility Expansions Under the Gatheral Model / Marko DIMITROV, Mohammed ALBUHAYRI, Ying NI and Anatoliy MALYARENKO -- 11. Performance Persistence of Polish Mutual Funds: Mobility Measures / Dariusz FILIP -- 12. Invariant Description for a Batch Version of the UCB Strategy with Unknown Control Horizon / Sergey GARBAR -- 13. A New Non-monotonic Link Function for Beta Regressions / Gloria GHENO -- 14. A Method of Big Data Collection and Normalizatio nfor Electronic Engineering Applications / Naveenbalaji GOWTHAMAN and Viranjay M. SRIVASTAVA -- 15. Stochastic Runge–Kutta Solvers Based on Markov Jump Processes and Applications to Non-autonomous Systems of Differential Equations / Flavius GUIAŞ -- 16. Interpreting a Topological Measure of Complexity for Decision Boundaries / Alan HYLTON, Ian LIM, Michael MOY and Robert SHORT -- 17. The Minimum Renyi’s Pseudodistance Estimators for Generalized Linear Models / María JAENADA and Leandro PARDO -- 18. Data Analysis based on Entropies and Measures of Divergence / Christos MESELIDIS, Alex KARAGRIGORIOU and Takis PAPAIOANNOU -- PART 3 -- 19. Geographically Weighted Regression for Official Land Prices and their Temporal Variation in Tokyo / Yuta KANNO and Takayuki SHIOHAMA -- 20. Software Cost Estimation Using Machine Learning Algorithms / Sukran EBREN KARA and Rüya ŞAMLI -- 21. Monte Carlo Accuracy Evaluation of Laser Cutting Machine / Samuel KOSOLAPOV -- 22. Using Parameters of Piecewise Approximation by Exponents for Epidemiological Time Series Data Analysis / Samuel KOSOLAPOV -- 23. The Correlation Between Oxygen Consumption and Excretion of Carbon Dioxide in the Human Respiratory Cycle / Anatoly KOVALENKO, Konstantin LEBEDINSKII and Verangelina MOLOSHNEVA -- PART 4. -- 24. Approximate Bayesian Inference Using the Mean-Field Distribution / Antonin DELLA NOCE and Paul-Henry COURNÈDE -- 25. Pricing Financial Derivatives in the Hull–White Model Using Cubature Methods on Wiener Space / Hossein NOHROUZIAN, Anatoliy MALYARENKO and Ying NI -- 26. Differences in the Structure of Infectious Morbidity of the Population during the First and Second Half of 2020 in St. Petersburg / Vasilii OREL, Olga NOSYREVA, Tatiana BULDAKOVA, Natalya GUREVA, Viktoria SMIRNOVA, Andrey KIM and Lubov SHARAFUTDINOVA -- 27. High Speed and Secured Network Connectivity for Higher Education Institutions Using Software Defined Networks / Lincoln S. PETER and Viranjay M. SRIVASTAVA -- 28. Reliability of a Double Redundant System Under the Full Repair Scenario / Vladimir RYKOV and Nika IVANOVA -- 29. Predicting Changes in Depression Levels Following the European Economic Downturn of 2008 /Eleni SERAFETINIDOU and Georgia VERROPOULOU
Detaljer
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Konstantinos N. Zafeiris (Redaktör), Christos H. Skiadas (Redaktör), Yannis Dimotikalis (Redaktör), Alex Karagrigoriou (Redaktör), Christiana Karagrigoriou-Vonta (Redaktör)Identifikator
ISBN 9781394165490 · PDF, ISBN 9781394165513 · online, ISBN 9781394165506 · ebookIndirekt identifierad av
ISBN 9781786307712 · Print, ISBN 1786307715 · Printhar titel
Data analysis and related applications · 1 · Computational, algorithmic and applied economic data analysisupphovsuppgift
edited by Konstantinos N. Zafeiris, Christos H. Skiadas, Yannis Dimotikalis, Alex Karagrigoriou, Christiana Karagrigoriou-Vontautgivning
London : ISTE; Hoboken, NJ, USA : Wiley, 2022omfång
online resource (xviii, 437, 17 sidor)Relaterad beskrivning eller innehåll
Table of contentsÖvriga fysiska detaljer
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Data Analysis and Related Applications, Volume 1 : Computational, Algorithmic and Applied Economic Data Analysis. · ISBN 9781786307712 (Print)kontrollnummer
5mj7f75t3lt2xnnxResursens ID / Permalänk: https://libris.kb.se/5mj7f75t3lt2xnnx#it
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