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Deep Learning And Parallel Computing Environment For Bioengineering Systems

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Deep Learning and Parallel Computing Environment for Bioengineering Systems

Deep Learning and Parallel Computing Environment for Bioengineering Systems Book
Author : Dr. Arun Kumar Sangaiah
Publisher : Academic Press
Release : 2019-07-26
ISBN : 0128172932
Language : En, Es, Fr & De

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Book Description :

Deep Learning and Parallel Computing Environment for Bioengineering Systems delivers a significant forum for the technical advancement of deep learning in parallel computing environment across bio-engineering diversified domains and its applications. Pursuing an interdisciplinary approach, it focuses on methods used to identify and acquire valid, potentially useful knowledge sources. Managing the gathered knowledge and applying it to multiple domains including health care, social networks, mining, recommendation systems, image processing, pattern recognition and predictions using deep learning paradigms is the major strength of this book. This book integrates the core ideas of deep learning and its applications in bio engineering application domains, to be accessible to all scholars and academicians. The proposed techniques and concepts in this book can be extended in future to accommodate changing business organizations’ needs as well as practitioners’ innovative ideas. Presents novel, in-depth research contributions from a methodological/application perspective in understanding the fusion of deep machine learning paradigms and their capabilities in solving a diverse range of problems Illustrates the state-of-the-art and recent developments in the new theories and applications of deep learning approaches applied to parallel computing environment in bioengineering systems Provides concepts and technologies that are successfully used in the implementation of today's intelligent data-centric critical systems and multi-media Cloud-Big data

Deep Learning and Big Data for Intelligent Transportation

Deep Learning and Big Data for Intelligent Transportation Book
Author : Khaled R. Ahmed
Publisher : Springer Nature
Release : 2021-06-16
ISBN : 3030656616
Language : En, Es, Fr & De

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Book Description :

Download Deep Learning and Big Data for Intelligent Transportation book written by Khaled R. Ahmed, available in PDF, EPUB, and Kindle, or read full book online anywhere and anytime. Compatible with any devices.

Intelligent IoT Systems in Personalized Health Care

Intelligent IoT Systems in Personalized Health Care Book
Author : Arun Kumar Sangaiah,Subhas Chandra Mukhopadhyay
Publisher : Academic Press
Release : 2020-12-01
ISBN : 0128232048
Language : En, Es, Fr & De

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Book Description :

Intelligent IoT Systems in Personalized Health Care delivers a significant forum for the technical advancement of IoMT learning in parallel computing environments across biomedical engineering diversified domains and its applications. Pursuing an interdisciplinary approach, the book focuses on methods used to identify and acquire valid, potentially useful knowledge sources. The book presents novel, in-depth, fundamental research contributions from a methodological/application perspective to help readers understand the fusion of AI with IoT and its capabilities in solving a diverse range of problems for biomedical engineering and its real-world personalized health care applications. The book is well suited for researchers exploring the significance of IoT based architecture to perform predictive analytics of user activities in sustainable health. Presents novel, in-depth, fundamental research contributions from a methodological/application perspective to help readers understand the fusion of AI with IoT Illustrates state-of-the-art developments in new theories and applications of IoMT techniques as applied to parallel computing environments in biomedical engineering systems Presents concepts and technologies successfully used in the implementation of today's intelligent data-centric IoT systems and Edge-Cloud-Big data

Proceedings in Print

Proceedings in Print Book
Author : Anonim
Publisher : Unknown
Release : 1997
ISBN : 0987650XXX
Language : En, Es, Fr & De

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Book Description :

Download Proceedings in Print book written by , available in PDF, EPUB, and Kindle, or read full book online anywhere and anytime. Compatible with any devices.

Directory of Personnel and Programs

Directory of Personnel and Programs Book
Author : University of Illinois at Urbana-Champaign. College of Engineering
Publisher : Unknown
Release : 1993
ISBN : 0987650XXX
Language : En, Es, Fr & De

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Book Description :

Download Directory of Personnel and Programs book written by University of Illinois at Urbana-Champaign. College of Engineering, available in PDF, EPUB, and Kindle, or read full book online anywhere and anytime. Compatible with any devices.

Peterson s Guide to Graduate Programs in Engineering and Applied Sciences 1996

Peterson s Guide to Graduate Programs in Engineering and Applied Sciences 1996 Book
Author : Peterson's Guides Staff,Peterson's Guides, Inc
Publisher : Petersons
Release : 1995-11
ISBN : 9781560795056
Language : En, Es, Fr & De

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Book Description :

Provides information about admission, financial aid, programs and institutions, and research specialties within the fields of engineering and applied sciences, including civil engineering, information technology, and bioengineering.

Graduate Studies 1994 1995

Graduate Studies 1994 1995 Book
Author : Brenda Radcliffe,Claire Waring
Publisher : Unknown
Release : 1994
ISBN : 9781853248771
Language : En, Es, Fr & De

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Book Description :

Download Graduate Studies 1994 1995 book written by Brenda Radcliffe,Claire Waring, available in PDF, EPUB, and Kindle, or read full book online anywhere and anytime. Compatible with any devices.

The Cognitive Approach in Cloud Computing and Internet of Things Technologies for Surveillance Tracking Systems

The Cognitive Approach in Cloud Computing and Internet of Things Technologies for Surveillance Tracking Systems Book
Author : Dinesh Peter,Amir Alavi,Steven L. Fernandes,Bahman Javadi
Publisher : Academic Press
Release : 2020-03
ISBN : 9780128163856
Language : En, Es, Fr & De

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Book Description :

The Cognitive Approach in Cloud Computing and Internet of Things Technologies for Surveillance Tracking Systems discusses the recent, rapid development of Internet of things (IoT) and its focus on research in smart cities, especially on surveillance tracking systems in which computing devices are widely distributed and huge amounts of dynamic real-time data are collected and processed. Efficient surveillance tracking systems in the Big Data era require the capability of quickly abstracting useful information from the increasing amounts of data. Real-time information fusion is imperative and part of the challenge to mission critical surveillance tasks for various applications. This book presents all of these concepts, with a goal of creating automated IT systems that are capable of resolving problems without demanding human aid. Examines the current state of surveillance tracking systems, cognitive cloud architecture for resolving critical issues in surveillance tracking systems, and research opportunities in cognitive computing for surveillance tracking systems Discusses topics including cognitive computing architectures and approaches, cognitive computing and neural networks, complex analytics and machine learning, design of a symbiotic agent for recognizing real space in ubiquitous environments, and more Covers supervised regression and classification methods, clustering and dimensionality reduction methods, model development for machine learning applications, intelligent machines and deep learning networks includes coverage of cognitive computing models for scalable environments, privacy and security aspects of surveillance tracking systems, strategies and experiences in cloud architecture and service platform design

Peterson s Guide to Graduate Programs in Engineering and Applied Sciences 1991

Peterson s Guide to Graduate Programs in Engineering and Applied Sciences 1991 Book
Author : Peterson
Publisher : Peterson Nelnet Company
Release : 1990
ISBN : 9781560790259
Language : En, Es, Fr & De

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Book Description :

Download Peterson s Guide to Graduate Programs in Engineering and Applied Sciences 1991 book written by Peterson, available in PDF, EPUB, and Kindle, or read full book online anywhere and anytime. Compatible with any devices.

The Directory of Graduate Studies

The Directory of Graduate Studies Book
Author : Anonim
Publisher : Unknown
Release : 1999
ISBN : 0987650XXX
Language : En, Es, Fr & De

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Book Description :

Download The Directory of Graduate Studies book written by , available in PDF, EPUB, and Kindle, or read full book online anywhere and anytime. Compatible with any devices.

Stanford Bulletin

Stanford Bulletin Book
Author : Anonim
Publisher : Unknown
Release : 2006
ISBN : 0987650XXX
Language : En, Es, Fr & De

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Book Description :

Download Stanford Bulletin book written by , available in PDF, EPUB, and Kindle, or read full book online anywhere and anytime. Compatible with any devices.

Kyoto University Bulletin

Kyoto University Bulletin Book
Author : Kyōto Daigaku
Publisher : Unknown
Release : 1997
ISBN : 0987650XXX
Language : En, Es, Fr & De

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Book Description :

Download Kyoto University Bulletin book written by Kyōto Daigaku, available in PDF, EPUB, and Kindle, or read full book online anywhere and anytime. Compatible with any devices.

Data Mining Techniques in Grid Computing Environments

Data Mining Techniques in Grid Computing Environments Book
Author : Werner Dubitzky
Publisher : John Wiley & Sons Incorporated
Release : 2008-12-22
ISBN : 0987650XXX
Language : En, Es, Fr & De

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Book Description :

Based around eleven international real life case studies and including contributions from leading experts in the field this groundbreaking book explores the need for the grid-enabling of data mining applications and provides a comprehensive study of the technology, techniques and management skills necessary to create them. This book provides a simultaneous design blueprint, user guide, and research agenda for current and future developments and will appeal to a broad audience; from developers and users of data mining and grid technology, to advanced undergraduate and postgraduate students interested in this field.

European Research Centres A N

European Research Centres  A N Book
Author : Anonim
Publisher : Stockton Press
Release : 1994-11
ISBN : 9781561591176
Language : En, Es, Fr & De

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Book Description :

Download European Research Centres A N book written by , available in PDF, EPUB, and Kindle, or read full book online anywhere and anytime. Compatible with any devices.

Artificial Intelligence Abstracts Annual 1989

Artificial Intelligence Abstracts Annual 1989 Book
Author : Anonim
Publisher : Unknown
Release : 1990-04
ISBN : 9780835226745
Language : En, Es, Fr & De

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Book Description :

Download Artificial Intelligence Abstracts Annual 1989 book written by , available in PDF, EPUB, and Kindle, or read full book online anywhere and anytime. Compatible with any devices.

Mastering Parallel Programming with R

Mastering Parallel Programming with R Book
Author : Simon R. Chapple,Eilidh Troup,Thorsten Forster,Terence Sloan
Publisher : Packt Publishing Ltd
Release : 2016-05-31
ISBN : 1784394629
Language : En, Es, Fr & De

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Book Description :

Master the robust features of R parallel programming to accelerate your data science computations About This Book Create R programs that exploit the computational capability of your cloud platforms and computers to the fullest Become an expert in writing the most efficient and highest performance parallel algorithms in R Get to grips with the concept of parallelism to accelerate your existing R programs Who This Book Is For This book is for R programmers who want to step beyond its inherent single-threaded and restricted memory limitations and learn how to implement highly accelerated and scalable algorithms that are a necessity for the performant processing of Big Data. No previous knowledge of parallelism is required. This book also provides for the more advanced technical programmer seeking to go beyond high level parallel frameworks. What You Will Learn Create and structure efficient load-balanced parallel computation in R, using R's built-in parallel package Deploy and utilize cloud-based parallel infrastructure from R, including launching a distributed computation on Hadoop running on Amazon Web Services (AWS) Get accustomed to parallel efficiency, and apply simple techniques to benchmark, measure speed and target improvement in your own code Develop complex parallel processing algorithms with the standard Message Passing Interface (MPI) using RMPI, pbdMPI, and SPRINT packages Build and extend a parallel R package (SPRINT) with your own MPI-based routines Implement accelerated numerical functions in R utilizing the vector processing capability of your Graphics Processing Unit (GPU) with OpenCL Understand parallel programming pitfalls, such as deadlock and numerical instability, and the approaches to handle and avoid them Build a task farm master-worker, spatial grid, and hybrid parallel R programs In Detail R is one of the most popular programming languages used in data science. Applying R to big data and complex analytic tasks requires the harnessing of scalable compute resources. Mastering Parallel Programming with R presents a comprehensive and practical treatise on how to build highly scalable and efficient algorithms in R. It will teach you a variety of parallelization techniques, from simple use of R's built-in parallel package versions of lapply(), to high-level AWS cloud-based Hadoop and Apache Spark frameworks. It will also teach you low level scalable parallel programming using RMPI and pbdMPI for message passing, applicable to clusters and supercomputers, and how to exploit thousand-fold simple processor GPUs through ROpenCL. By the end of the book, you will understand the factors that influence parallel efficiency, including assessing code performance and implementing load balancing; pitfalls to avoid, including deadlock and numerical instability issues; how to structure your code and data for the most appropriate type of parallelism for your problem domain; and how to extract the maximum performance from your R code running on a variety of computer systems. Style and approach This book leads you chapter by chapter from the easy to more complex forms of parallelism. The author's insights are presented through clear practical examples applied to a range of different problems, with comprehensive reference information for each of the R packages employed. The book can be read from start to finish, or by dipping in chapter by chapter, as each chapter describes a specific parallel approach and technology, so can be read as a standalone.

Second International Symposium on Parallel Architectures Algorithms and Networks I SPAN 96

Second International Symposium on Parallel Architectures  Algorithms  and Networks  I SPAN  96  Book
Author : Chinese National Research Center for Intelligent Computing Systems,IEEE Computer Society
Publisher : IEEE Computer Society
Release : 1996
ISBN : 9780818674600
Language : En, Es, Fr & De

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Book Description :

Download Second International Symposium on Parallel Architectures Algorithms and Networks I SPAN 96 book written by Chinese National Research Center for Intelligent Computing Systems,IEEE Computer Society, available in PDF, EPUB, and Kindle, or read full book online anywhere and anytime. Compatible with any devices.

Privacy and Security Policies in Big Data

Privacy and Security Policies in Big Data Book
Author : Tamane, Sharvari,Solanki, Vijender Kumar,Dey, Nilanjan
Publisher : IGI Global
Release : 2017-03-03
ISBN : 1522524878
Language : En, Es, Fr & De

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Book Description :

In recent years, technological advances have led to significant developments within a variety of business applications. In particular, data-driven research provides ample opportunity for enterprise growth, if utilized efficiently. Privacy and Security Policies in Big Data is a pivotal reference source for the latest research on innovative concepts on the management of security and privacy analytics within big data. Featuring extensive coverage on relevant areas such as kinetic knowledge, cognitive analytics, and parallel computing, this publication is an ideal resource for professionals, researchers, academicians, advanced-level students, and technology developers in the field of big data.

Peterson s Graduate Programs in Engineering Applied Sciences 2007

Peterson s Graduate Programs in Engineering   Applied Sciences 2007 Book
Author : Peterson's Guides Staff,Peterson's Guides
Publisher : Petersons
Release : 2006-11
ISBN : 9780768921564
Language : En, Es, Fr & De

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Book Description :

Provides information about admission, financial aid, programs and institutions, and research specialties within the fields of engineering and applied sciences, including civil engineering, information technology, and bioengineering.