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Home - Beschreibung und ähnliche Artikel: Optimal data analysis |
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|  Produktbeschreibung (22370113): Exploration of Cortical Function summarizes recent research efforts aiming at the revelation of cortical population coding and signal processing strategies. Topics include optical detection techniques of population activity in the sub-millimeter range, advanced methods for the statistical analysis of these data, and biologically inspired neuronal modeling techniques for population activities in the frameworks of optimal coding, statistical learning theory, and mean-field recurrent networks. Exploration of Cortical Function is unique in that it covers one complete branch of population-based brain research ranging from techniques for data acquisition over data analysis up to modeling techniques for the quantification of functional principles. The volume covers an area which is of great current interest to researchers working on cerebral cortex. The combination of models and image analysis techniques to examine the activity of large cohorts of neurons is especially intriguing and prone to considerable error and debate. | | >>> Jetzt bei buecher.de - Topseller ansehen oder für EUR 52.95 bestellen! |
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Foundations of Quantization for Probability Distributions (buecher.de - (Teil2)) |  Produktbeschreibung (25052268): Due to the rapidly increasing need for methods of data compression, quantization has become a flourishing field in signal and image processing and information theory. The same techniques are also used in statistics (cluster analysis), pattern recognition, and operations research (optimal location of service centers). The book gives the first mathematically rigorous account of the fundamental theory underlying these applications. The emphasis is on the asymptotics of quantization errors for absolutely continuous and special classes of singular probabilities (surface measures, self-similar measures) presenting some new results for the first time. Written for researchers and graduate students in probability theory the monograph is of potential interest to all people working in the disciplines mentioned above. TOC:I. General properties of the quantization for probability distributions: Voronoi partitions. Centers and moments of probability distributions. The quantization problem. Basic properties of optimal quantizers. Uniqueness and optimality in one dimension.- II. Asymptotic quantization for nonsingular probability distributions: Asymptotics for the quantization error. Asymptotically optimal quantizers. Regular quantizers and quantization coefficients. Random quantizers and quantization coefficients. Asymptotics for the covering radius.- III. Asymptotic quantization for singular probability distributions: The quantization dimension. Regular sets and measures of dimension D. Rectifiable curves. Self-similar sets and measures. | | >>> Jetzt bei buecher.de - (Teil2) ansehen oder für EUR 42.95 bestellen! |
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Handbook of Scaling Methods in Aquatic Ecology: Measurement, Analysis, Simulation (buecher.de - (Teil1)) |  Produktbeschreibung (21098328): The Handbook serves as a reference volume for investigators seeking insight into new experimental approaches and data analysis, as well as the sensor design required for optimal sampling. Many of the algorithms and models provided are directly applicable to your experimental data. This comprehensive treatment of scaling methods and applications can help foster a unified understanding of subject matter among the modeling, experimental, and field research communities. | | >>> Jetzt bei buecher.de - (Teil1) ansehen oder für EUR 135.95 bestellen! |
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|  Produktbeschreibung (21456480): DNA array technology is a technique for studying gene expression by comparing samples of different genes. The result is an enormous amount of data that must be carefully analyzed in order for it to be useful and meaningful. This book examines both data analysis and techniques for ensuring optimal experimental conditions. The array approach has applications in a number of model systems, including development, learning and drug abuse. In addition, the technique has applications in a number of neurological disorders such as Alzheimer´s disease, schizophrenia, multiple sclerosis, and neurological cancers. | | >>> Jetzt bei buecher.de - (Teil1) ansehen oder für EUR 178.95 bestellen! |
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Nonlinear Optimization with Engineering Applications (buecher.de - Topseller) |  Produktbeschreibung (23589837): This textbook examines a broad range of problems in science and engineering, describing key numerical methods applied to real life. The case studies presented are in such areas as data fitting, vehicle route planning and optimal control, scheduling and resource allocation, sensitivity calculations and worst-case analysis.Among the main topics covered:* one-variable optimization - optimality conditions, direct search and gradient * unconstrained optimization in n variables - solution methods including Nelder and Mead simplex, steepest descent, Newton, Gauss-Newton, and quasi-Newton techniques, trust regions and conjugate gradients. * constrained optimization in n variables - solution methods including reduced-gradients, penalty and barrier methods, sequential quadratic programming, and interior point techniques * an introduction to global optimization* an introduction to automatic differentiationChapters are self-contained with exercises provided at the end of most sections. Nonlinear Optimization with Engineering Applications is ideal for self-study and classroom use in engineering courses at the senior undergraduate or graduate level. The book will also appeal to postdocs and advanced researchers interested in the development and use of optimization algorithms.Also by the author: Nonlinear Optimization with Financial Applications,ISBN: 978-1-4020-8110-1, (c)2005, Springer. TOC:Preface.- 1. Introduction to engineering optimization problems.- 2. Some engineering problems in one variable.- 3. Numerical optimization in one variable.- 4. Route-planning and other problems in several variables.- 5. Gradients, Hessians and automatic differentiation.- 6. Optimality conditions for n variable unconstrained problems.- 7. Steepest descent method.- 8. Newton method .- 9. Quasi-Newton methods.- 10. Conjugate gradient methods.- 11. Problem transformations to handle constraints.- 12. Maintenance scheduling - a case study.- 13. Data fitting and identification.- 14. The Gauss-Newton method with examples.- 15. Power system scheduling and engineering problems involving constraints.- 16. Optimality conditions for equality constrained problems.- 17. Quadratic programming and reduced gradients with examples.- 18. Penalty function methods and examples.- 19. Sequential QP methods.- 20. Trajectory optimization- a case study.- 21. Wing design and other problems involving inequality constraints.- 22. Optimality conditions for inequality constrained problems.- 23. Extending equality methods for inequalities.- 24. Barrier methods.- 25. Interior point methods.- 26. Further trajectory optimization problems.- 27. Global optimization.- 28. Route-planning - a case study.- Index. | | >>> Jetzt bei buecher.de - Topseller ansehen oder für EUR 41.95 bestellen! |
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| | Produktbeschreibung (21106780): This volume presents developments and advances in modelling passive and active control systems governed by partial differential equations. It emphasizes shape analysis, optimal shape design, controllability, nonlinear boundary control, and stabilization. The authors include essential data on exact boundary controllability of thermoelastic plates with variable transmission coefficients. | | >>> Jetzt bei buecher.de - (Teil2) ansehen oder für EUR 194.95 bestellen! |
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|  Produktbeschreibung (21683242): Exploration of Cortical Function summarizes recent research efforts aiming at the revelation of cortical population coding and signal processing strategies. Topics include optical detection techniques of population activity in the sub-millimeter range, advanced methods for the statistical analysis of these data, and biologically inspired neuronal modeling techniques for population activities in the frameworks of optimal coding, statistical learning theory, and mean-field recurrent networks. Exploration of Cortical Function is unique in that it covers one complete branch of population-based brain research ranging from techniques for data acquisition over data analysis up to modeling techniques for the quantification of functional principles. The volume covers an area which is of great current interest to researchers working on cerebral cortex. The combination of models and image analysis techniques to examine the activity of large cohorts of neurons is especially intriguing and prone to considerable error and debate. | | >>> Jetzt bei buecher.de - Topseller ansehen oder für EUR 131.95 bestellen! |
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Flow Cytometry in Hematopathology: A Visual Approach to Data Analysis and Interpretation (buecher.de - (Teil2)) | | Produktbeschreibung (21544427): This unique text offers a systematic and practical approach to the analysis and interpretation of FCM graphics. Using numerous FCM illustrations derived from actual well-documented clinical cases, the authors demonstrate a step-by-step approach to optimal FCM data analysis on specimens suspected of harboring hematopoietic malignancies. The discussion moves from simple to complex specimens, with an emphasis on visual pattern analysis. A wide variety of hematologic disorders are covered, including leukemias and lymphomas. The companion CD-ROM with 80 detailed case studies provides additional opportunities to gain a deeper understanding of FCM data analysis. | | >>> Jetzt bei buecher.de - (Teil2) ansehen oder für EUR 119.95 bestellen! |
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Signal Theory Methods in Multispectral Remote Sensing (buecher.de - (Teil1)) |  Produktbeschreibung (11412312): This textbook goes beyond the traditional survey to focus on the fundamentals of the analysis of multispectral and hyperspectral image data from the point of view of signal processing engineering. It prepares both the practitioner and the student not only to analyse such data in an optimal fashion, but to be able to astutely and critically judge the value and the validity of the material which appears in the literature.
| | >>> Jetzt bei buecher.de - (Teil1) ansehen oder für EUR 169.95 bestellen! |
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