Sharing Data And Models In Software Engineering

Sharing Data and Models in Software Engineering PDF
Author: Tim Menzies
Publisher: Morgan Kaufmann
ISBN: 0124173071
Size: 68.73 MB
Format: PDF, ePub
Category : Computers
Languages : en
Pages : 406
View: 5502

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Sharing Data And Models In Software Engineering

by Tim Menzies, Sharing Data And Models In Software Engineering Books available in PDF, EPUB, Mobi Format. Download Sharing Data And Models In Software Engineering books, 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


Contemporary Empirical Methods In Software Engineering

Contemporary Empirical Methods in Software Engineering PDF
Author: Michael Felderer
Publisher:
ISBN: 3030324893
Size: 48.38 MB
Format: PDF, ePub, Mobi
Category : Electronic books
Languages : en
Pages : 525
View: 909

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Contemporary Empirical Methods In Software Engineering

by Michael Felderer, Contemporary Empirical Methods In Software Engineering Books available in PDF, EPUB, Mobi Format. Download Contemporary Empirical Methods In Software Engineering books, 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.


Distributed Software Engineering

Distributed Software Engineering PDF
Author: C. W. Loftus
Publisher: Prentice Hall PTR
ISBN:
Size: 15.54 MB
Format: PDF, Mobi
Category : Computers
Languages : en
Pages : 260
View: 4608

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Distributed Software Engineering

by C. W. Loftus, Distributed Software Engineering Books available in PDF, EPUB, Mobi Format. Download Distributed Software Engineering books, This book provides practical suggestions, guidelines and rules for meeting the increasingly important requirement of developing software by the collaboration of independent organizations, partly independent organizations and teleworkers. A key theme is the controlled sharing of project information, which may be geographically distributed across diverse networks and computing environments. KEY TOPICS: Examines recent and future developments in collaborative engineering. Describes features required by data models to be used for software engineering environments and for the communication of information between environments. Discusses distributed object-oriented engineering and architectural issues.


Risk Management Processes For Software Engineering Models

Risk Management Processes for Software Engineering Models PDF
Author: Marian Myerson
Publisher: Artech House Publishers
ISBN:
Size: 54.74 MB
Format: PDF, ePub, Mobi
Category : Computers
Languages : en
Pages : 226
View: 5956

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Risk Management Processes For Software Engineering Models

by Marian Myerson, Risk Management Processes For Software Engineering Models Books available in PDF, EPUB, Mobi Format. Download Risk Management Processes For Software Engineering Models books, Companies that consistently produce high-quality software on schedule and within budget have an enormous advantage over their competitors. To achieve and maintain a high level of productivity, you need to know how to eliminate the factors that impede successful development -- a challenge this new reference addresses in depth.


Software Engineering Environments

Software Engineering Environments PDF
Author: International Workshop on Environments
Publisher: Springer Science & Business Media
ISBN: 9783540534525
Size: 70.96 MB
Format: PDF, ePub, Mobi
Category : Computers
Languages : en
Pages : 313
View: 6289

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Software Engineering Environments

by International Workshop on Environments, Software Engineering Environments Books available in PDF, EPUB, Mobi Format. Download Software Engineering Environments books, Report on the process session at chinon -- An introduction to the IPSE 2.5 project -- TRW's SEE sage -- MASP: A model for assisted software processes -- Goal oriented decomposition -- Its application for process modelling in the PIMS project -- A metaphor and a conceptual architecture for software development environments -- Configuration management with the NSE -- Experiments with rule based process modelling in an SDE -- Principles of a reference model for computer aided software engineering environments -- An overview of the inscape environment -- Tool integration in software engineering environments -- The PCTE contribution to Ada programming support environments (APSE) -- The Tooluse approach to integration -- An experimental Ada programming support environment in the HP CASEdge integration framework -- Experience and conclusions from the system engineering environment prototype PROSYT -- Issues in designing object management systems -- Experiencing the next generation computing environment -- Group paradigms in discretionary access controls for object management systems -- Typing in an object management system (OMS) -- Environment object management technology: Experiences, opportunities and risks -- Towards formal description and automatic generation of programming environments -- Use and extension of PCTE : The SPMMS information system -- User interface session -- CENTAUR: Towards a "software tool box" for programming environments -- List of participants.


Publications Of The National Institute Of Standards And Technology Catalog

Publications of the National Institute of Standards and Technology     Catalog PDF
Author: National Institute of Standards and Technology (U.S.)
Publisher:
ISBN:
Size: 21.89 MB
Format: PDF, Mobi
Category :
Languages : en
Pages :
View: 5138

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Publications Of The National Institute Of Standards And Technology Catalog

by National Institute of Standards and Technology (U.S.), Publications Of The National Institute Of Standards And Technology Catalog Books available in PDF, EPUB, Mobi Format. Download Publications Of The National Institute Of Standards And Technology Catalog books,


Software Engineering Metrics And Models

Software Engineering Metrics and Models PDF
Author: Samuel Daniel Conte
Publisher: Benjamin-Cummings Publishing Company
ISBN:
Size: 38.24 MB
Format: PDF, Kindle
Category : Computers
Languages : en
Pages : 396
View: 7749

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Software Engineering Metrics And Models

by Samuel Daniel Conte, Software Engineering Metrics And Models Books available in PDF, EPUB, Mobi Format. Download Software Engineering Metrics And Models books, The role of metrics and models in software development; Software metrics; Measurement and analysis; Small scale experiments, micro-models of effort, and programming techniques; Macro-models of productivity; Macro-models for effort estimation; Defect models; The future of software engineering metrics and models; References; Appendices; Index.


Software Engineering Support Of The Third Round Of Scientific Grand Challenge Investigations An Earth Modeling System Software Framework Strawman Design That Integrates Cactus And Ucla Ucb Distributed Data Broker

Software Engineering Support of the Third Round of Scientific Grand Challenge Investigations  An Earth Modeling System Software Framework Strawman Design that Integrates Cactus and UCLA UCB Distributed Data Broker PDF
Author:
Publisher:
ISBN:
Size: 29.31 MB
Format: PDF, ePub, Mobi
Category :
Languages : en
Pages : 68
View: 128

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Software Engineering Support Of The Third Round Of Scientific Grand Challenge Investigations An Earth Modeling System Software Framework Strawman Design That Integrates Cactus And Ucla Ucb Distributed Data Broker

by , Software Engineering Support Of The Third Round Of Scientific Grand Challenge Investigations An Earth Modeling System Software Framework Strawman Design That Integrates Cactus And Ucla Ucb Distributed Data Broker Books available in PDF, EPUB, Mobi Format. Download Software Engineering Support Of The Third Round Of Scientific Grand Challenge Investigations An Earth Modeling System Software Framework Strawman Design That Integrates Cactus And Ucla Ucb Distributed Data Broker books,


Engineering Data Management

Engineering Data Management PDF
Author: Kincho H. Law
Publisher:
ISBN:
Size: 36.77 MB
Format: PDF, Mobi
Category : Concurrent engineering
Languages : en
Pages : 273
View: 6114

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Engineering Data Management

by Kincho H. Law, Engineering Data Management Books available in PDF, EPUB, Mobi Format. Download Engineering Data Management books,


Handbook Of Software Engineering And Knowledge Engineering

Handbook of Software Engineering and Knowledge Engineering PDF
Author: Shi Kuo Chang
Publisher: World Scientific
ISBN: 9812389717
Size: 55.61 MB
Format: PDF, Mobi
Category : Computers
Languages : en
Pages : 925
View: 5990

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Handbook Of Software Engineering And Knowledge Engineering

by Shi Kuo Chang, Handbook Of Software Engineering And Knowledge Engineering Books available in PDF, EPUB, Mobi Format. Download Handbook Of Software Engineering And Knowledge Engineering books, This is the first handbook to cover comprehensively both software engineering and knowledge engineering OCo two important fields that have become interwoven in recent years. Over 60 international experts have contributed to the book. Each chapter has been written in such a way that a practitioner of software engineering and knowledge engineering can easily understand and obtain useful information. Each chapter covers one topic and can be read independently of other chapters, providing both a general survey of the topic and an in-depth exposition of the state of the art. Practitioners will find this handbook useful when looking for solutions to practical problems. Researchers can use it for quick access to the background, current trends and most important references regarding a certain topic. The handbook consists of two volumes. Volume One covers the basic principles and applications of software engineering and knowledge engineering. Volume Two will cover the basic principles and applications of visual and multimedia software engineering, knowledge engineering, data mining for software knowledge, and emerging topics in software engineering and knowledge engineering. Sample Chapter(s). Chapter 1.1: Introduction (97k). Chapter 1.2: Theoretical Language Research (97k). Chapter 1.3: Experimental Science (96k). Chapter 1.4: Evolutionary Versus Revolutionary (108k). Chapter 1.5: Concurrency and Parallelisms (232k). Chapter 1.6: Summary (123k). Contents: Computer Language Advances (D E Cooke et al.); Software Maintenance (G Canfora & A Cimitile); Requirements Engineering (A T Berztiss); Software Engineering Standards: Review and Perspectives (Y-X Wang); A Large Scale Neural Network and Its Applications (D Graupe & H Kordylewski); Software Configuration Management in Software and Hypermedia Engineering: A Survey (L Bendix et al.); The Knowledge Modeling Paradigm in Knowledge Engineering (E Motta); Software Engineering and Knowledge Engineering Issues in Bioinformatics (J T L Wang et al.); Conceptual Modeling in Software Engineering and Knowledge Engineering: Concepts, Techniques and Trends (O Dieste et al.); Rationale Management in Software Engineering (A H Dutoit & B Paech); Exploring Ontologies (Y Kalfoglou), and other papers. Readership: Graduate students, researchers, programmers, managers and academics in software engineering and knowledge engineering."