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Modeling and Stochastic Learning for Forecasting in High Dimensions
The chapters in this volume stress the need for advances in theoretical understanding to go hand-in-hand with the widespread practical application of forecasting in industry. Forecasting and time series prediction have enjoyed considerable attention over the last few decades, fostered by impressive advances in observational capabilities and measurement procedures. On June 5-7, 2013, an internat…
- Edition
- 1
- ISBN/ISSN
- 978-3-319-18731-0
- Collation
- X
- Series Title
- Lecture Notes in Statistics
- Call Number
- -
Modelling and Control of Dynamic Systems Using Gaussian Process Models
This monograph opens up new horizons for engineers and researchers in academia and in industry dealing with or interested in new developments in the field of system identification and control. It emphasizes guidelines for working solutions and practical advice for their implementation rather than the theoretical background of Gaussian process (GP) models. The book demonstrates the potential of …
- Edition
- 1
- ISBN/ISSN
- 978-3-319-21020-9
- Collation
- XVI, 267
- Series Title
- Advances in Industrial Control
- Call Number
- -
Everything You Wanted to Know About Data Analysis and Fitting but Were Afraid…
These notes describe how to average and fit numerical data that have been obtained either by simulation or measurement. Following an introduction on how to estimate various average values, they discuss how to determine error bars on those estimates, and how to proceed for combinations of measured values. Techniques for fitting data to a given set of models will be described in the second part o…
- Edition
- -
- ISBN/ISSN
- 978-3-319-19051-8
- Collation
- 4 b/w illustrations, 11 illustrations in colour
- Series Title
- -
- Call Number
- -
Modern Methodology and Applications in Spatial-Temporal Modeling
This book provides a modern introductory tutorial on specialized methodological and applied aspects of spatial and temporal modeling. The areas covered involve a range of topics which reflect the diversity of this domain of research across a number of quantitative disciplines. For instance, the first chapter deals with non-parametric Bayesian inference via a recently developed framework known a…
- Edition
- 1
- ISBN/ISSN
- 978-4-431-55338-0
- Collation
- XV
- Series Title
- SpringerBriefs in Statistics
- Call Number
- -
Modern Nonparametric, Robust and Multivariate Methods
Written by leading experts in the field, this edited volume brings together the latest findings in the area of nonparametric, robust and multivariate statistical methods. The individual contributions cover a wide variety of topics ranging from univariate nonparametric methods to robust methods for complex data structures. Some examples from statistical signal processing are also given. The volu…
- Edition
- 1
- ISBN/ISSN
- 978-3-319-22403-9
- Collation
- xx, 506
- Series Title
- -
- Call Number
- -
Ship and Offshore Structure Design in Climate Change Perspective
This book summarizes results of longstanding research and scientific contributions from many projects and relevant working groups. It collects and evaluates wind and wave climate projections under changing climate having design needs and marine safety in focus. Potential impact of projected climate change in met-ocean conditions on ships and offshore structures is discussed and illustrated by a…
- Edition
- -
- ISBN/ISSN
- 978-3-642-34138-0
- Collation
- XII, 69 halaman
- Series Title
- -
- Call Number
- 551 BIT s
Israel's Exodus in Transdisciplinary Perspective: Text, Archaeology, Culture,…
The Bible's grand narrative about Israel's Exodus from Egypt is central to Biblical religion, Jewish, Christian, and Muslim identity and the formation of the academic disciplines studying the ancient Near East. It has also been a pervasive theme in artistic and popular imagination. Israel's Exodus in Transdisciplinary Perspective is a pioneering work surveying this tradition in unprecedented br…
- Edition
- -
- ISBN/ISSN
- 978-3-319-04768-3
- Collation
- -
- Series Title
- -
- Call Number
- -
Sustainable Horticulture in Semiarid Dry Lands
This book discusses ways of increasing production/unit area by making full use of the soil and water under the harsh climatic conditions of semiarid areas. This leads to improved sustainability, increased availability of fresh produce, which is vital for human health and higher incomes for small and marginal farmers. Arid and semiarid areas account for almost 70 per cent of the total cropped ar…
- Edition
- -
- ISBN/ISSN
- 978-81-322-2244-6
- Collation
- XXXIV, 393
- Series Title
- -
- Call Number
- -
Introduction to Time Series and Forecasting
This book is aimed at the reader who wishes to gain a working knowledge of time series and forecasting methods as applied to economics, engineering and the natural and social sciences. It assumes knowledge only of basic calculus, matrix algebra and elementary statistics. This third edition contains detailed instructions for the use of the professional version of the Windows-based computer pack…
- Edition
- -
- ISBN/ISSN
- 978-3-319-29854-2
- Collation
- -
- Series Title
- -
- Call Number
- -
Enhancing Fieldwork Learning Using Mobile Technologies
This book shows how tablets (and smartphones) using a variety of selected ‘apps’, can enhance fieldwork and other out-of-classroom activities. The authors review imaginative uses of tablets from their own project and as well as examples from other colleagues. To help readers keep abreast of new technology and innovative ways to use it, the book is supported by a web site and a social media …
- Edition
- -
- ISBN/ISSN
- 978-3-319-20967-8
- Collation
- 3 b/w illustrations, 24 illustrations in colour
- Series Title
- -
- Call Number
- -
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