Advances in Applications of Data Driven Computing

This book aims to foster machine and deep learning approaches to data-driven applications, in which data governs the behaviour of applications.

Author: Jagdish Chand Bansal

Publisher: Springer Nature

ISBN: 9789813369191

Category: Technology & Engineering

Page: 182

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This book aims to foster machine and deep learning approaches to data-driven applications, in which data governs the behaviour of applications. Applications of Artificial intelligence (AI)-based systems play a significant role in today’s software industry. The sensors data from hardware-based systems making a mammoth database, increasing day by day. Recent advances in big data generation and management have created an avenue for decision-makers to utilize these huge volumes of data for different purposes and analyses. AI-based application developers have long utilized conventional machine learning techniques to design better user interfaces and vulnerability predictions. However, with the advancement of deep learning-based and neural-based networks and algorithms, researchers are able to explore and learn more about data and their exposed relationships or hidden features. This new trend of developing data-driven application systems seeks the adaptation of computational neural network algorithms and techniques in many application domains, including software systems, cyber security, human activity recognition, and behavioural modelling. As such, computational neural networks algorithms can be refined to address problems in data-driven applications. Original research and review works with model and build data-driven applications using computational algorithm are included as chapters in this book.
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Computer Networks

In: Advances in Knowledge-based and Intelligent Information and Engineering Systems, pp. 1418–1427. IOS Press (2012) 7. Liu, Y., Vijayakumar, N., Plale, B.: Stream processing in data-driven computational science.

Author: Andrzej Kwiecien

Publisher: Springer

ISBN: 9783642388651

Category: Computers

Page: 594

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This book constitutes the refereed proceedings of the 20th International Conference on Computer Networks, CN 2013, held in Lwowek Slaski, Poland, in June 2013. The 58 revised full papers presented were carefully reviewed and selected for inclusion in the book. The papers in these proceedings cover the following topics: computer networks, network architectural issues, Internet and wireless solutions, teleinformatics and communications, new technologies, queueing theory and queueing networks, innovative applications, networking in e-business, security aspects of hardware and software, industrial systems, quantum and bio-informatics, cloud networking and services.
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Handbook of Dynamic Data Driven Applications Systems

... Recent advances in simulation, optimization, structural health monitoring, and high-performance computing create a unique opportunity to combine the developments in these fields to formulate a Dynamic Data-Driven Applications ...

Author: Erik Blasch

Publisher: Springer

ISBN: 9783319955049

Category: Computers

Page: 750

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The Handbook of Dynamic Data Driven Applications Systems establishes an authoritative reference of DDDAS, pioneered by Dr. Darema and the co-authors for researchers and practitioners developing DDDAS technologies. Beginning with general concepts and history of the paradigm, the text provides 32 chapters by leading experts in10 application areas to enable an accurate understanding, analysis, and control of complex systems; be they natural, engineered, or societal: Earth and Space Data Assimilation Aircraft Systems Processing Structures Health Monitoring Biological Data Assessment Object and Activity Tracking Embedded Control and Coordination Energy-Aware Optimization Image and Video Computing Security and Policy Coding Systems Design The authors explain how DDDAS unifies the computational and instrumentation aspects of an application system, extends the notion of Smart Computing to span from the high-end to the real-time data acquisition and control, and manages Big Data exploitation with high-dimensional model coordination.
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Scientific and Technical Aerospace Reports

... N91-31884 Hypertext development using a model - based approach [ REPT - 90-074 ] 23 p3936 N91-31995 Application of ... in the use of computer aided tools for data acquisition system design ( DE91-016469 ) 24 P4121 N91-33032 COMPUTER ...

Author:

Publisher:

ISBN: UIUC:30112001077426

Category: Aeronautics

Page:

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Lists citations with abstracts for aerospace related reports obtained from world wide sources and announces documents that have recently been entered into the NASA Scientific and Technical Information Database.
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Advances in the Leading Paradigms of Urbanism and their Amalgamation

Compact Cities, Eco–Cities, and DataDriven Smart Cities Simon Elias Bibri ... ideas from the technological advanced nations about how to meet the requirements of sustainability through datadriven ... Journal of Computer Networks, 129, ...

Author: Simon Elias Bibri

Publisher: Springer Nature

ISBN: 9783030417468

Category: Science

Page: 290

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This book explores the recent advances in the leading paradigms of urbanism, namely compact cities, eco-cities, and data–driven smart cities, and the evolving approach to their amalgamation under the umbrella term of smart sustainable cities. It addresses these advances by investigating how and to what extent the strategies of compact cities and eco-cities and their merger have been enhanced and strengthened through new planning and development practices, and are being supported and leveraged by the applied solutions pertaining to data-driven smart cities. The ultimate goal is to advance sustainability and harness its synergistic effects on multiple scales. This entails developing and implementing more effective approaches to the balanced integration of the three dimensions of sustainability, as well as to producing combined effects of the strategies and solutions of the prevailing approaches to urbanism that are greater than the sum of their separate effects in terms of the tripartite value of sustainability. Sustainable urban development is today seen as one of the keys towards unlocking the quest for a sustainable world. And the big data revolution is set to erupt in cities throughout the world, heralding an era where instrumentation, datafication, and computation are increasingly pervading the very fabric of cities and the spaces we live in thanks to the IoT. Big data and the IoT technologies are seen as powerful forces that have tremendous potential for advancing urban sustainability. Indeed, they are instigating a massive change in the way sustainable cities can tackle the kind of special conundrums, wicked problems, and significant challenges they inherently embody as complex systems. They offer a multitudinous array of innovative solutions and sophisticated approaches informed by groundbreaking research and data–driven science. As such, they are becoming essential to the functioning of sustainable cities. Besides, yet knowing to what extent we are making progress towards sustainable cities is problematic, adding to the fragmented, conflicting picture that arises of change on the ground in the face of the escalating rate and scale of urbanization and in the light of emerging ICT and its novel applications. In a nutshell, new circumstances require new responses. This timely and multifaceted book is intended for a wide readership. As such, it will appeal to researchers, academics, urban scientists, urbanists, planners, designers, policy-makers, and futurists, as well as all readers interested in sustainable cities and their ongoing and future data-driven transformation.
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AI and IoT for Smart City Applications

Lv Z et al (2020) Trustworthiness in industrial IoT systems based on artificial intelligence. IEEE Trans Ind Informati 17(2):1–1, ... In: Bansal JC, Fung LCC, Simic M, Ghosh A (eds) Advances in applications of data-driven computing.

Author: Vincenzo Piuri

Publisher: Springer Nature

ISBN: 9789811674983

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Data Driven Engineering Design

Cloud-based design and manufacturing: A new paradigm in digital manufacturing and design innovation. Computer-Aided Design, 59, 1–14. 5. Suh, H. P. (2001). Axiomatic design: Advances and applications MIT-Pappalardo series in mechanical ...

Author: Ang Liu

Publisher: Springer Nature

ISBN: 9783030881818

Category: Technology & Engineering

Page: 197

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This book addresses the emerging paradigm of data-driven engineering design. In the big-data era, data is becoming a strategic asset for global manufacturers. This book shows how the power of data can be leveraged to drive the engineering design process, in particular, the early-stage design. Based on novel combinations of standing design methodology and the emerging data science, the book presents a collection of theoretically sound and practically viable design frameworks, which are intended to address a variety of critical design activities including conceptual design, complexity management, smart customization, smart product design, product service integration, and so forth. In addition, it includes a number of detailed case studies to showcase the application of data-driven engineering design. The book concludes with a set of promising research questions that warrant further investigation. Given its scope, the book will appeal to a broad readership, including postgraduate students, researchers, lecturers, and practitioners in the field of engineering design.
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The Oxford Handbook of Affective Computing

Although this approach might be reasonable in many cases, there are a number of applications that would benefit from an ... Basically, two approaches may be distinguished: data-driven approaches and model-driven approaches. more ...

Author: Rafael A. Calvo

Publisher: Oxford Library of Psychology

ISBN: 9780199942237

Category: Computers

Page: 603

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The Oxford Handbook of Affective Computing is the definitive reference for research in Affective Computing (AC), a growing multidisciplinary field encompassing computer science, engineering, psychology, education, neuroscience, and many other disciplines. The handbook explores how affective factors influence interactions between humans and technology, how affect sensing and affect generation techniques can inform our understanding of human affect, and on thedesign, implementation, and evaluation of systems that intricately involve affect at their core.
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Encyclopedia of Computer Science and Technology

D. J. Kuck , " ILLIAC IV Software and Application Programming , " IEEE Trans . ... A. L. Davis , " The Architecture and System method of DDMI : A Recursively Structured Data Driven Machine , " in Proceedings of Fifth Annual Symposium on ...

Author: Allen Kent

Publisher: CRC Press

ISBN: 0824722701

Category: Computers

Page: 416

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"This comprehensive reference work provides immediate, fingertip access to state-of-the-art technology in nearly 700 self-contained articles written by over 900 international authorities. Each article in the Encyclopedia features current developments and trends in computers, software, vendors, and applications...extensive bibliographies of leading figures in the field, such as Samuel Alexander, John von Neumann, and Norbert Wiener...and in-depth analysis of future directions."
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Transactions on Engineering Technologies

Ph.D. dissertation, Citeseer Matusik W, Pfister H, Brand M, McMillan L (2003) A data-driven reflectance model. ... In: 12th International conference on new developments and applications in optical radiometry (NEWRAD 2014) Langovoy M, ...

Author: Haeng Kon Kim

Publisher: Springer

ISBN: 9789401772365

Category: Technology & Engineering

Page: 573

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This volume contains thirty-nine revised and extended research articles, written by prominent researchers participating in the World Congress on Engineering and Computer Science 2014, held in San Francisco, October 22-24 2014. Topics covered include engineering mathematics, electrical engineering, circuit design, communications systems, computer science, chemical engineering, systems engineering and applications of engineering science in industry. This book describes some significant advances in engineering technologies and also serves as an excellent source of reference for researchers and graduate students.
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