Sharing Data And Models In Software Engineering

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Sharing Data and Models in Software Engineering

Author : Tim Menzies
Publisher : Morgan Kaufmann
ISBN 13 : 0124173071
Total Pages : 406 pages
Book Rating : 4.1/5 (241 download)

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Book Synopsis Sharing Data and Models in Software Engineering by : Tim Menzies

Download or read book Sharing Data and Models in Software Engineering written by Tim Menzies and published by Morgan Kaufmann. This book was released on 2014-12-22 with total page 406 pages. Available in PDF, EPUB and Kindle. Book excerpt: Data Science for Software Engineering: Sharing Data and Models presents guidance and procedures for reusing data and models between projects to produce results that are useful and relevant. Starting with a background section of practical lessons and warnings for beginner data scientists for software engineering, this edited volume proceeds to identify critical questions of contemporary software engineering related to data and models. Learn how to adapt data from other organizations to local problems, mine privatized data, prune spurious information, simplify complex results, how to update models for new platforms, and more. Chapters share largely applicable experimental results discussed with the blend of practitioner focused domain expertise, with commentary that highlights the methods that are most useful, and applicable to the widest range of projects. Each chapter is written by a prominent expert and offers a state-of-the-art solution to an identified problem facing data scientists in software engineering. Throughout, the editors share best practices collected from their experience training software engineering students and practitioners to master data science, and highlight the methods that are most useful, and applicable to the widest range of projects. Shares the specific experience of leading researchers and techniques developed to handle data problems in the realm of software engineering Explains how to start a project of data science for software engineering as well as how to identify and avoid likely pitfalls Provides a wide range of useful qualitative and quantitative principles ranging from very simple to cutting edge research Addresses current challenges with software engineering data such as lack of local data, access issues due to data privacy, increasing data quality via cleaning of spurious chunks in data

Sharing research models

Author : Stephanie P. Bryant
Publisher : RTI Press
ISBN 13 :
Total Pages : 18 pages
Book Rating : 4./5 ( download)

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Book Synopsis Sharing research models by : Stephanie P. Bryant

Download or read book Sharing research models written by Stephanie P. Bryant and published by RTI Press. This book was released on 2011-02-28 with total page 18 pages. Available in PDF, EPUB and Kindle. Book excerpt: Increasingly, researchers are turning to computational models to understand the interplay of important variables on systems' behaviors. Although researchers may develop models that meet the needs of their investigation, application limitations—such as nonintuitive user interface features and data input specifications—may limit the sharing of these tools with other research groups. By removing these barriers, other research groups that perform related work can leverage these work products to expedite their own investigations. The use of software engineering practices can enable managed application production and shared research artifacts among multiple research groups by promoting consistent models, reducing redundant effort, encouraging rigorous peer review, and facilitating research collaborations that are supported by a common toolset. This report discusses three established software engineering practices—the iterative software development process, object-oriented methodology, and unified modeling language—and the applicability of these practices to computational model development. Our efforts to modify the MIDAS TranStat application to make it more user-friendly are presented as an example of how computational models that are based on research and developed using software engineering practices can benefit a broader audience of researchers.

Contemporary Empirical Methods in Software Engineering

Author : Michael Felderer
Publisher : Springer Nature
ISBN 13 : 3030324893
Total Pages : 525 pages
Book Rating : 4.0/5 (33 download)

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Book Synopsis Contemporary Empirical Methods in Software Engineering by : Michael Felderer

Download or read book Contemporary Empirical Methods in Software Engineering written by Michael Felderer and published by Springer Nature. This book was released on 2020-08-27 with total page 525 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents contemporary empirical methods in software engineering related to the plurality of research methodologies, human factors, data collection and processing, aggregation and synthesis of evidence, and impact of software engineering research. The individual chapters discuss methods that impact the current evolution of empirical software engineering and form the backbone of future research. Following an introductory chapter that outlines the background of and developments in empirical software engineering over the last 50 years and provides an overview of the subsequent contributions, the remainder of the book is divided into four parts: Study Strategies (including e.g. guidelines for surveys or design science); Data Collection, Production, and Analysis (highlighting approaches from e.g. data science, biometric measurement, and simulation-based studies); Knowledge Acquisition and Aggregation (highlighting literature research, threats to validity, and evidence aggregation); and Knowledge Transfer (discussing open science and knowledge transfer with industry). Empirical methods like experimentation have become a powerful means of advancing the field of software engineering by providing scientific evidence on software development, operation, and maintenance, but also by supporting practitioners in their decision-making and learning processes. Thus the book is equally suitable for academics aiming to expand the field and for industrial researchers and practitioners looking for novel ways to check the validity of their assumptions and experiences. Chapter 17 is available open access under a Creative Commons Attribution 4.0 International License via link.springer.com.

Computational Models, Software Engineering, and Advanced Technologies in Air Transportation: Next Generation Applications

Author : Weigang, Li
Publisher : IGI Global
ISBN 13 : 160566801X
Total Pages : 392 pages
Book Rating : 4.6/5 (56 download)

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Book Synopsis Computational Models, Software Engineering, and Advanced Technologies in Air Transportation: Next Generation Applications by : Weigang, Li

Download or read book Computational Models, Software Engineering, and Advanced Technologies in Air Transportation: Next Generation Applications written by Weigang, Li and published by IGI Global. This book was released on 2009-10-31 with total page 392 pages. Available in PDF, EPUB and Kindle. Book excerpt: "This book disseminates knowledge on modern information technology applications in air transportation useful to professionals, researchers, and academicians"--Provided by publisher.

Perspectives on Data Science for Software Engineering

Author : Tim Menzies
Publisher : Morgan Kaufmann
ISBN 13 : 0128042613
Total Pages : 408 pages
Book Rating : 4.1/5 (28 download)

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Book Synopsis Perspectives on Data Science for Software Engineering by : Tim Menzies

Download or read book Perspectives on Data Science for Software Engineering written by Tim Menzies and published by Morgan Kaufmann. This book was released on 2016-07-14 with total page 408 pages. Available in PDF, EPUB and Kindle. Book excerpt: Perspectives on Data Science for Software Engineering presents the best practices of seasoned data miners in software engineering. The idea for this book was created during the 2014 conference at Dagstuhl, an invitation-only gathering of leading computer scientists who meet to identify and discuss cutting-edge informatics topics. At the 2014 conference, the concept of how to transfer the knowledge of experts from seasoned software engineers and data scientists to newcomers in the field highlighted many discussions. While there are many books covering data mining and software engineering basics, they present only the fundamentals and lack the perspective that comes from real-world experience. This book offers unique insights into the wisdom of the community’s leaders gathered to share hard-won lessons from the trenches. Ideas are presented in digestible chapters designed to be applicable across many domains. Topics included cover data collection, data sharing, data mining, and how to utilize these techniques in successful software projects. Newcomers to software engineering data science will learn the tips and tricks of the trade, while more experienced data scientists will benefit from war stories that show what traps to avoid. Presents the wisdom of community experts, derived from a summit on software analytics Provides contributed chapters that share discrete ideas and technique from the trenches Covers top areas of concern, including mining security and social data, data visualization, and cloud-based data Presented in clear chapters designed to be applicable across many domains

Distributed Software Engineering

Author : C. W. Loftus
Publisher : Prentice Hall PTR
ISBN 13 :
Total Pages : 288 pages
Book Rating : 4.3/5 (91 download)

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Book Synopsis Distributed Software Engineering by : C. W. Loftus

Download or read book Distributed Software Engineering written by C. W. Loftus and published by Prentice Hall PTR. This book was released on 1995 with total page 288 pages. Available in PDF, EPUB and Kindle. Book excerpt: Distributed Software Engineering provides practical suggestions, guidelines and rules for meeting the increasingly important requirement of developing software by the collaboration of independent organisations, partly independent organisations and teleworkers. A key theme is the controlled sharing of project information, which may be geographically distributed across diverse networks and computing environments. Distributed Software Engineering explores distributed, collaborative software engineering using experiments and case studies.

Engineering Agile Big-Data Systems

Author : Kevin Feeney
Publisher : CRC Press
ISBN 13 : 1000792544
Total Pages : 305 pages
Book Rating : 4.0/5 (7 download)

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Book Synopsis Engineering Agile Big-Data Systems by : Kevin Feeney

Download or read book Engineering Agile Big-Data Systems written by Kevin Feeney and published by CRC Press. This book was released on 2022-09-01 with total page 305 pages. Available in PDF, EPUB and Kindle. Book excerpt: To be effective, data-intensive systems require extensive ongoing customisation to reflect changing user requirements, organisational policies, and the structure and interpretation of the data they hold. Manual customisation is expensive, time-consuming, and error-prone. In large complex systems, the value of the data can be such that exhaustive testing is necessary before any new feature can be added to the existing design. In most cases, the precise details of requirements, policies and data will change during the lifetime of the system, forcing a choice between expensive modification and continued operation with an inefficient design.Engineering Agile Big-Data Systems outlines an approach to dealing with these problems in software and data engineering, describing a methodology for aligning these processes throughout product lifecycles. It discusses tools which can be used to achieve these goals, and, in a number of case studies, shows how the tools and methodology have been used to improve a variety of academic and business systems.

Hydraulic Engineering

Author : Liquan Xie
Publisher : CRC Press
ISBN 13 : 1138000434
Total Pages : 386 pages
Book Rating : 4.1/5 (38 download)

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Book Synopsis Hydraulic Engineering by : Liquan Xie

Download or read book Hydraulic Engineering written by Liquan Xie and published by CRC Press. This book was released on 2013-03-12 with total page 386 pages. Available in PDF, EPUB and Kindle. Book excerpt: Hydraulic Engineering contains 56 technical papers from the 2012 SREE Conference on Hydraulic Engineering (CHE 2012, Hong Kong, 21-22 December 2012, including the second SREE Workshop on Environment and Safety, WESE 2012). The conference served as a major forum for researchers, engineers and manufacturers to share recent advances, discuss problems, and identify challenges associated with engineering applications in hydraulic engineering, and the contributions showcase recent developments in the areas of hydraulic engineering and environmental engineering. The sections on hydraulic engineering mainly focus on flood prediction and control, hydropower design and construction technology, water and environment, comprehensive water treatment, and urban water supply and drainage, while the contributions related to environmental issues focus on environmental prediction and control techniques in environmental geoscience, environmental ecology, atmospheric sciences, ocean engineering, safety engineering and environmental pollution control. Hydraulic Engineering will be invaluable to academics and professionals in both hydraulic and environmental engineering.

Informatics Engineering and Information Science, Part IV

Author : Azizah Abd Manaf
Publisher : Springer
ISBN 13 : 3642254837
Total Pages : 497 pages
Book Rating : 4.6/5 (422 download)

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Book Synopsis Informatics Engineering and Information Science, Part IV by : Azizah Abd Manaf

Download or read book Informatics Engineering and Information Science, Part IV written by Azizah Abd Manaf and published by Springer. This book was released on 2011-11-10 with total page 497 pages. Available in PDF, EPUB and Kindle. Book excerpt: This 4-Volume-Set, CCIS 0251 - CCIS 0254, constitutes the refereed proceedings of the International Conference on Informatics Engineering and Information Science, ICIEIS 2011, held in Kuala Lumpur, Malaysia, in November 2011. The 210 revised full papers presented together with invited papers in the 4 volumes were carefully reviewed and selected from numerous submissions. The papers are organized in topical sections on e-learning, information security, software engineering, image processing, algorithms, artificial intelligence and soft computing, e-commerce, data mining, neural networks, social networks, grid computing, biometric technologies, networks, distributed and parallel computing, wireless networks, information and data management, web applications and software systems, multimedia, ad hoc networks, mobile computing, as well as miscellaneous topics in digital information and communications.

Model-Driven Engineering and Software Development

Author : Luís Ferreira Pires
Publisher : Springer
ISBN 13 : 3319947648
Total Pages : 507 pages
Book Rating : 4.3/5 (199 download)

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Book Synopsis Model-Driven Engineering and Software Development by : Luís Ferreira Pires

Download or read book Model-Driven Engineering and Software Development written by Luís Ferreira Pires and published by Springer. This book was released on 2018-07-07 with total page 507 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes thoroughly revised and selected papers from the 5th International Conference on Model-Driven Engineering and Software Development, MODELSWARD 2017, held in Porto, Portugal, in February 2017. The 20 thoroughly revised and extended papers presented in this volume were carefully reviewed and selected from 91 submissions. They contribute to the development of highly relevant research trends in model-driven engineering and software development such as methodologies for MDD development and exploitation, model-based testing, model simulation, domain-specific modeling, code generation from models, new MDD tools, multi-model management, model evolution, and industrial applications of model-based methods and technologies.

Geographical Information '97

Author : Stuart Hodgson
Publisher : IOS Press
ISBN 13 : 9789051993318
Total Pages : 898 pages
Book Rating : 4.9/5 (933 download)

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Book Synopsis Geographical Information '97 by : Stuart Hodgson

Download or read book Geographical Information '97 written by Stuart Hodgson and published by IOS Press. This book was released on 1997 with total page 898 pages. Available in PDF, EPUB and Kindle. Book excerpt: Geographical Information is essential for the layout, planning and management of space, and involves taxation, cadastral data bases, environmental policy, water management, maintenance and protection of pipeline systems, terrain modelling and the making of maps. The third European conference brought together some 300 speakers and authors from academia, industry and government. The resulting monumental work is representative for the state-of-the-art of knowledge and information on Geographical Information.

Publications of the National Institute of Standards and Technology ... Catalog

Author : National Institute of Standards and Technology (U.S.)
Publisher :
ISBN 13 :
Total Pages : 1162 pages
Book Rating : 4.3/5 (243 download)

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Book Synopsis Publications of the National Institute of Standards and Technology ... Catalog by : National Institute of Standards and Technology (U.S.)

Download or read book Publications of the National Institute of Standards and Technology ... Catalog written by National Institute of Standards and Technology (U.S.) and published by . This book was released on 1994 with total page 1162 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Integrated Approaches in Information Technology and Web Engineering: Advancing Organizational Knowledge Sharing

Author : Alkhatib, Ghazi I.
Publisher : IGI Global
ISBN 13 : 1605664197
Total Pages : 392 pages
Book Rating : 4.6/5 (56 download)

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Book Synopsis Integrated Approaches in Information Technology and Web Engineering: Advancing Organizational Knowledge Sharing by : Alkhatib, Ghazi I.

Download or read book Integrated Approaches in Information Technology and Web Engineering: Advancing Organizational Knowledge Sharing written by Alkhatib, Ghazi I. and published by IGI Global. This book was released on 2008-11-30 with total page 392 pages. Available in PDF, EPUB and Kindle. Book excerpt: Provides a collection of authoritative articles from distinguished international researchers in information technology and Web engineering.

Leveraging Applications of Formal Methods, Verification and Validation. Industrial Practice

Author : Tiziana Margaria
Publisher : Springer
ISBN 13 : 3030034275
Total Pages : 537 pages
Book Rating : 4.0/5 (3 download)

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Book Synopsis Leveraging Applications of Formal Methods, Verification and Validation. Industrial Practice by : Tiziana Margaria

Download or read book Leveraging Applications of Formal Methods, Verification and Validation. Industrial Practice written by Tiziana Margaria and published by Springer. This book was released on 2018-10-29 with total page 537 pages. Available in PDF, EPUB and Kindle. Book excerpt: The four-volume set LNCS 11244, 11245, 11246, and 11247 constitutes the refereed proceedings of the 8th International Symposium on Leveraging Applications of Formal Methods, Verification and Validation, ISoLA 2018, held in Limassol, Cyprus, in October/November 2018. The papers presented were carefully reviewed and selected for inclusion in the proceedings. Each volume focusses on an individual topic with topical section headings within the volume: Part I, Modeling: Towards a unified view of modeling and programming; X-by-construction, STRESS 2018. Part II, Verification: A broader view on verification: from static to runtime and back; evaluating tools for software verification; statistical model checking; RERS 2018; doctoral symposium. Part III, Distributed Systems: rigorous engineering of collective adaptive systems; verification and validation of distributed systems; and cyber-physical systems engineering. Part IV, Industrial Practice: runtime verification from the theory to the industry practice; formal methods in industrial practice - bridging the gap; reliable smart contracts: state-of-the-art, applications, challenges and future directions; and industrial day.

Model-Driven Domain Analysis and Software Development: Architectures and Functions

Author : Osis, Janis
Publisher : IGI Global
ISBN 13 : 161692876X
Total Pages : 518 pages
Book Rating : 4.6/5 (169 download)

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Book Synopsis Model-Driven Domain Analysis and Software Development: Architectures and Functions by : Osis, Janis

Download or read book Model-Driven Domain Analysis and Software Development: Architectures and Functions written by Osis, Janis and published by IGI Global. This book was released on 2010-10-31 with total page 518 pages. Available in PDF, EPUB and Kindle. Book excerpt: "This book displays how to effectively map and respond to the real-world challenges and purposes which software must solve, covering domains such as mechatronic, embedded and high risk systems, where failure could cost human lives"--Provided by publisher.

Big Data and Knowledge Sharing in Virtual Organizations

Author : Gyamfi, Albert
Publisher : IGI Global
ISBN 13 : 1522575200
Total Pages : 313 pages
Book Rating : 4.5/5 (225 download)

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Book Synopsis Big Data and Knowledge Sharing in Virtual Organizations by : Gyamfi, Albert

Download or read book Big Data and Knowledge Sharing in Virtual Organizations written by Gyamfi, Albert and published by IGI Global. This book was released on 2019-01-25 with total page 313 pages. Available in PDF, EPUB and Kindle. Book excerpt: Knowledge in its pure state is tacit in nature—difficult to formalize and communicate—but can be converted into codified form and shared through both social interactions and the use of IT-based applications and systems. Even though there seems to be considerable synergies between the resulting huge data and the convertible knowledge, there is still a debate on how the increasing amount of data captured by corporations could improve decision making and foster innovation through effective knowledge-sharing practices. Big Data and Knowledge Sharing in Virtual Organizations provides innovative insights into the influence of big data analytics and artificial intelligence and the tools, methods, and techniques for knowledge-sharing processes in virtual organizations. The content within this publication examines cloud computing, machine learning, and knowledge sharing. It is designed for government officials and organizations, policymakers, academicians, researchers, technology developers, and students.

Systems Science and Modeling for Ecological Economics

Author : Alexey A. Voinov
Publisher : Academic Press
ISBN 13 : 9780080886176
Total Pages : 432 pages
Book Rating : 4.8/5 (861 download)

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Book Synopsis Systems Science and Modeling for Ecological Economics by : Alexey A. Voinov

Download or read book Systems Science and Modeling for Ecological Economics written by Alexey A. Voinov and published by Academic Press. This book was released on 2010-07-27 with total page 432 pages. Available in PDF, EPUB and Kindle. Book excerpt: Modeling is a key component to sciences from mathematics to life science, including environmental and ecological studies. By looking at the underlying concepts of the software, we can make sure that we build mathematically feasible models and that we get the most out of the data and information that we have. Systems Science and Modeling for Ecological Economics shows how models can be analyzed using simple math and software to generate meaningful qualitative descriptions of system dynamics. This book shows that even without a full analytical, mathematically rigorous analysis of the equations, there may be ways to derive some qualitative understanding of the general behavior of a system. By relating some of the modeling approaches and systems theory to real-world examples the book illustrates how these approaches can help understand concepts such as sustainability, peak oil, adaptive management, optimal harvest and other practical applications. Relates modeling approaches and systems theory to real-world examples Teaches students to build mathematically feasible models and get the most out of the data and information available Wide range of applications in hydrology, population dynamics, market cycles, sustainability theory, management, and more