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Stochastic Models, Statistics and Their Applications

Stochastic Models, Statistics and Their Applications
Wrocław, Poland, February 2015

by Ansgar Steland,Ewaryst Rafajłowicz,Krzysztof Szajowski

  • Publisher : Springer
  • Release : 2015-02-04
  • Pages : 492
  • ISBN : 3319138812
  • Language : En, Es, Fr & De
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This volume presents the latest advances and trends in stochastic models and related statistical procedures. Selected peer-reviewed contributions focus on statistical inference, quality control, change-point analysis and detection, empirical processes, time series analysis, survival analysis and reliability, statistics for stochastic processes, big data in technology and the sciences, statistical genetics, experiment design, and stochastic models in engineering. Stochastic models and related statistical procedures play an important part in furthering our understanding of the challenging problems currently arising in areas of application such as the natural sciences, information technology, engineering, image analysis, genetics, energy and finance, to name but a few. This collection arises from the 12th Workshop on Stochastic Models, Statistics and Their Applications, Wroclaw, Poland.

Biomedical Image Segmentation

Biomedical Image Segmentation
Advances and Trends

by Ayman El-Baz,Xiaoyi Jiang,Jasjit S. Suri

  • Publisher : CRC Press
  • Release : 2016-11-17
  • Pages : 526
  • ISBN : 1482258560
  • Language : En, Es, Fr & De
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As one of the most important tasks in biomedical imaging, image segmentation provides the foundation for quantitative reasoning and diagnostic techniques. A large variety of different imaging techniques, each with its own physical principle and characteristics (e.g., noise modeling), often requires modality-specific algorithmic treatment. In recent years, substantial progress has been made to biomedical image segmentation. Biomedical image segmentation is characterized by several specific factors. This book presents an overview of the advanced segmentation algorithms and their applications.

Probabilistic Finite Element Model Updating Using Bayesian Statistics

Probabilistic Finite Element Model Updating Using Bayesian Statistics
Applications to Aeronautical and Mechanical Engineering

by Tshilidzi Marwala,Ilyes Boulkaibet,Sondipon Adhikari

  • Publisher : John Wiley & Sons
  • Release : 2016-09-23
  • Pages : 248
  • ISBN : 111915300X
  • Language : En, Es, Fr & De
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Probabilistic Finite Element Model Updating Using Bayesian Statistics: Applications to Aeronautical and Mechanical Engineering Tshilidzi Marwala and Ilyes Boulkaibet, University of Johannesburg, South Africa Sondipon Adhikari, Swansea University, UK Covers the probabilistic finite element model based on Bayesian statistics with applications to aeronautical and mechanical engineering Finite element models are used widely to model the dynamic behaviour of many systems including in electrical, aerospace and mechanical engineering. The book covers probabilistic finite element model updating, achieved using Bayesian statistics. The Bayesian framework is employed to estimate the probabilistic finite element models which take into account of the uncertainties in the measurements and the modelling procedure. The Bayesian formulation achieves this by formulating the finite element model as the posterior distribution of the model given the measured data within the context of computational statistics and applies these in aeronautical and mechanical engineering. Probabilistic Finite Element Model Updating Using Bayesian Statistics contains simple explanations of computational statistical techniques such as Metropolis-Hastings Algorithm, Slice sampling, Markov Chain Monte Carlo method, hybrid Monte Carlo as well as Shadow Hybrid Monte Carlo and their relevance in engineering. Key features: Contains several contributions in the area of model updating using Bayesian techniques which are useful for graduate students. Explains in detail the use of Bayesian techniques to quantify uncertainties in mechanical structures as well as the use of Markov Chain Monte Carlo techniques to evaluate the Bayesian formulations. The book is essential reading for researchers, practitioners and students in mechanical and aerospace engineering.

Multi-Robot Exploration for Environmental Monitoring

Multi-Robot Exploration for Environmental Monitoring
The Resource Constrained Perspective

by Kshitij Tiwari,Nak-Young Chong

  • Publisher : Academic Press
  • Release : 2019-11
  • Pages : 290
  • ISBN : 0128176075
  • Language : En, Es, Fr & De
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Multi-robot Exploration for Environmental Monitoring: The Resource Constrained Perspective provides readers with the necessary robotics and mathematical tools required to realize the correct architecture. The architecture discussed in the book is not confined to environment monitoring, but can also be extended to search-and-rescue, border patrolling, crowd management and related applications. Several law enforcement agencies have already started to deploy UAVs, but instead of using teleoperated UAVs this book proposes methods to fully automate surveillance missions. Similarly, several government agencies like the US-EPA can benefit from this book by automating the process. Several challenges when deploying such models in real missions are addressed and solved, thus laying stepping stones towards realizing the architecture proposed. This book will be a great resource for graduate students in Computer Science, Computer Engineering, Robotics, Machine Learning and Mechatronics. Analyzes the constant conflict between machine learning models and robot resources Presents a novel range estimation framework tested on real robots (custom built and commercially available)

Mathematical Reviews

Mathematical Reviews
A Book

by Anonim

  • Publisher : Unknown Publisher
  • Release : 2004
  • Pages : 329
  • ISBN : 9876543210XXX
  • Language : En, Es, Fr & De
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Computing Science and Statistics

Computing Science and Statistics
Proceedings of the 21st Symposium on the Interface, Orlando, Florida, April 1989

by Kenneth Berk,Linda Malone,Terence M. Mulligan

  • Publisher : Unknown Publisher
  • Release : 1989
  • Pages : 619
  • ISBN : 9876543210XXX
  • Language : En, Es, Fr & De
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AI Magazine

AI Magazine
A Book

by Anonim

  • Publisher : Unknown Publisher
  • Release : 2003
  • Pages : 329
  • ISBN : 9876543210XXX
  • Language : En, Es, Fr & De
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ICC 2004

ICC 2004
2004 IEEE International Conference on Communications

by Institute of electrical and electronics engineers

  • Publisher : Unknown Publisher
  • Release : 2004
  • Pages : 329
  • ISBN : 9780780385337
  • Language : En, Es, Fr & De
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Dissertation Abstracts International

Dissertation Abstracts International
The sciences and engineering. B

by Anonim

  • Publisher : Unknown Publisher
  • Release : 2008
  • Pages : 329
  • ISBN : 9876543210XXX
  • Language : En, Es, Fr & De
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Computational Mathematics and Mathematical Physics

Computational Mathematics and Mathematical Physics
A Book

by Anonim

  • Publisher : Unknown Publisher
  • Release : 1992
  • Pages : 329
  • ISBN : 9876543210XXX
  • Language : En, Es, Fr & De
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Bulletin

Bulletin
A Book

by Anonim

  • Publisher : Unknown Publisher
  • Release : 1996
  • Pages : 329
  • ISBN : 9876543210XXX
  • Language : En, Es, Fr & De
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Current Index to Statistics, Applications, Methods and Theory

Current Index to Statistics, Applications, Methods and Theory
A Book

by Anonim

  • Publisher : Unknown Publisher
  • Release : 1999
  • Pages : 329
  • ISBN : 9876543210XXX
  • Language : En, Es, Fr & De
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Mathematical Methods of Statistics

Mathematical Methods of Statistics
A Book

by Anonim

  • Publisher : Unknown Publisher
  • Release : 2002
  • Pages : 329
  • ISBN : 9876543210XXX
  • Language : En, Es, Fr & De
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A Survey of Asymptotic Equivalence of Statistical Experiments

A Survey of Asymptotic Equivalence of Statistical Experiments
A Book

by Hui Tang

  • Publisher : Unknown Publisher
  • Release : 2003
  • Pages : 122
  • ISBN : 9876543210XXX
  • Language : En, Es, Fr & De
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Journal of the American Statistical Association

Journal of the American Statistical Association
A Book

by Anonim

  • Publisher : Unknown Publisher
  • Release : 2008
  • Pages : 329
  • ISBN : 9876543210XXX
  • Language : En, Es, Fr & De
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Local Approximation Techniques in Signal and Image Processing

Local Approximation Techniques in Signal and Image Processing
A Book

by Vladimir Katkovnik,Vladimir I︠A︡kovlevich Katkovnik,Karen Egiazarian,Jaakko Astola

  • Publisher : Society of Photo Optical
  • Release : 2006
  • Pages : 553
  • ISBN : 9876543210XXX
  • Language : En, Es, Fr & De
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This book deals with a wide class of novel and efficient adaptive signal processing techniques developed to restore signals from noisy and degraded observations. These signals include those acquired from still or video cameras, electron microscopes, radar, X-rays, or ultrasound devices, and are used for various purposes, including entertainment, medical, business, industrial, military, civil, security, and scientific. In many cases useful information and high quality must be extracted from the imaging. However, often raw signals are not directly suitable for this purpose and must be processed in some way. Such processing is called signal reconstruction. This book is devoted to a recent and original approach to signal reconstruction based on combining two independent ideas: local polynomial approximation and the intersection of confidence interval rule.

Bulletin of the Novosibirsk Computing Center

Bulletin of the Novosibirsk Computing Center
Numerical analysis

by Anonim

  • Publisher : Unknown Publisher
  • Release : 1993
  • Pages : 329
  • ISBN : 9876543210XXX
  • Language : En, Es, Fr & De
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Proceedings ISAI/IFIS ...

Proceedings ISAI/IFIS ...
Mexico-USA Collaboration in Intelligent Systems Technologies

by Anonim

  • Publisher : Unknown Publisher
  • Release : 1996
  • Pages : 329
  • ISBN : 9876543210XXX
  • Language : En, Es, Fr & De
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Statistical Modelling and Recovery of Intermittent Sensor Data Streams

Statistical Modelling and Recovery of Intermittent Sensor Data Streams
A Book

by Farinaz Koushanfar

  • Publisher : Unknown Publisher
  • Release : 2005
  • Pages : 136
  • ISBN : 9876543210XXX
  • Language : En, Es, Fr & De
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Statistical Theory and Method Abstracts

Statistical Theory and Method Abstracts
A Book

by Anonim

  • Publisher : Unknown Publisher
  • Release : 2001
  • Pages : 329
  • ISBN : 9876543210XXX
  • Language : En, Es, Fr & De
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