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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
- -
Modeling and Processing for Next-Generation Big-Data Technologies:With Applic…
This book covers the latest advances in Big Data technologies and provides the readers with a comprehensive review of the state-of-the-art in Big Data processing, analysis, analytics, and other related topics. It presents new models, algorithms, software solutions and methodologies, covering the full data cycle, from data gathering to their visualization and interaction, and includes a set of c…
- Edition
- 1
- ISBN/ISSN
- 978-3-319-38500-6
- Collation
- XX
- Series Title
- Modeling and Optimization in Science and Technologies
- Call Number
- -
Modelling Public Transport Passenger Flows in the Era of Intelligent Transpor…
This book shows how transit assignment models can be used to describe and predict the patterns of network patronage in public transport systems. It provides a fundamental technical tool that can be employed in the process of designing, implementing and evaluating measures and/or policies to improve the current state of transport systems within given financial, technical and social constraints. …
- Edition
- 1
- ISBN/ISSN
- 978-3-319-25080-9
- Collation
- XXXVII, 641
- Series Title
- Springer Tracts on Transportation and Traffic
- Call Number
- -
Modeling in Biopharmaceutics, Pharmacokinetics and Pharmacodynamics
The state of the art in Biopharmaceutics, Pharmacokinetics, and Pharmacodynamics Modeling is presented in this new second edition book. It shows how advanced physical and mathematical methods can expand classical models in order to cover heterogeneous drug-biological processes and therapeutic effects in the body. The book is divided into four parts; the first deals with the fundamental princ…
- Edition
- 2
- ISBN/ISSN
- 978-3-319-27596-3
- Collation
- XXII, 483
- Series Title
- Interdisciplinary Applied Mathematics
- Call Number
- -
Motion Estimation for Video Coding
The need of video compression in the modern age of visual communication cannot be over-emphasized. This monograph will provide useful information to the postgraduate students and researchers who wish to work in the domain of VLSI design for video processing applications. In this book, one can find an in-depth discussion of several motion estimation algorithms and their VLSI implementation as co…
- Edition
- 1
- ISBN/ISSN
- 978-3-319-14375-0
- Collation
- XVIII, 157
- Series Title
- Studies in Computational Intelligence
- 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
- -
Motion Correction in Thoracic Positron Emission Tomography
Respiratory and cardiac motion leads to image degradation in Positron Emission Tomography (PET), which impairs quantification. In this book, the authors present approaches to motion estimation and motion correction in thoracic PET. The approaches for motion estimation are based on dual gating and mass-preserving image registration (VAMPIRE) and mass-preserving optical flow (MPOF). With mass-pre…
- Edition
- 1
- ISBN/ISSN
- 978-3-319-08391-9
- Collation
- XI, 88
- Series Title
- SpringerBriefs in Electrical and Computer Engineering
- Call Number
- -
Event-Based State Estimation A Stochastic Perspective
This book explores event-based estimation problems. It shows how several stochastic approaches are developed to maintain estimation performance when sensors perform their updates at slower rates only when needed. The self-contained presentation makes this book suitable for readers with no more than a basic knowledge of probability analysis, matrix algebra and linear systems. The introduction…
- Edition
- -
- ISBN/ISSN
- 978-3-319-26606-0
- Collation
- 5 b/w illustrations, 32 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
- -
Lab-on-a-Chip Devices and Micro-Total Analysis Systems: A Practical Guide
This book covers all the steps in order to fabricate a lab-on-a-chip device starting from the idea, the design, simulation, fabrication and final evaluation. Additionally, it includes basic theory on microfluidics essential to understand how fluids behave at such reduced scale. Examples of successful histories of lab-on-a-chip systems that made an impact in fields like biomedicine and life scie…
- Edition
- -
- ISBN/ISSN
- 978-3-319-08687-3
- Collation
- -
- Series Title
- -
- Call Number
- -
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