Sharing Data and Models in Software Engineering

Written By Tim Menzies
Sharing Data and Models in Software Engineering
  • Publsiher : Morgan Kaufmann
  • Release : 22 December 2014
  • ISBN : 0124173071
  • Pages : 406 pages
  • Rating : 4/5 from 21 reviews
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Read or download book entitled Sharing Data and Models in Software Engineering written by Tim Menzies which was release on 22 December 2014, this book published by Morgan Kaufmann. Available in PDF, EPUB and Kindle Format. 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 Data and Models in Software Engineering

Sharing Data and Models in Software Engineering
  • Author : Tim Menzies,Ekrem Kocaguneli,Burak Turhan,Leandro Minku,Fayola Peters
  • Publisher : Morgan Kaufmann
  • Release Date : 2014-12-22
  • Total pages : 406
  • ISBN : 0124173071
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Summary : 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 ...

Distributed Software Engineering

Distributed Software Engineering
  • Author : C. W. Loftus,R. J. Gautier
  • Publisher : Prentice Hall PTR
  • Release Date : 1995
  • Total pages : 260
  • ISBN : 0124173071
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Summary : 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 ...

Software Engineering Environments

Software Engineering Environments
  • Author : International Workshop on Environments
  • Publisher : Springer Science & Business Media
  • Release Date : 1990-11-28
  • Total pages : 313
  • ISBN : 0124173071
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Summary : 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 ...

Computer aided Software Engineering CASE

Computer aided Software Engineering  CASE
  • Author : Elliot J. Chikofsky
  • Publisher : IEEE Computer Society
  • Release Date : 1993
  • Total pages : 177
  • ISBN : 0124173071
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Summary : Download or read online Computer aided Software Engineering CASE written by Elliot J. Chikofsky, published by IEEE Computer Society which was released on 1993. Get Computer aided Software Engineering CASE Books now! Available in PDF, ePub and Kindle....

Software Engineering

Software Engineering
  • Author : Ian Sommerville
  • Publisher : Addison Wesley Publishing Company
  • Release Date : 1996
  • Total pages : 742
  • ISBN : 0124173071
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Summary : This book discusses a comprehensive spectrum of software engineering techniques and shows how they can be applied in practical software projects. Programme examples are presented in both C++ and Ada....

Proceedings of 1997 ACM SIGMOD International Conference on Management of Data

Proceedings of 1997 ACM SIGMOD International Conference on Management of Data
  • Author : Joan M. Peckman
  • Publisher : Unknown
  • Release Date : 1997
  • Total pages : 586
  • ISBN : 0124173071
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Summary : Download or read online Proceedings of 1997 ACM SIGMOD International Conference on Management of Data written by Joan M. Peckman, published by which was released on 1997. Get Proceedings of 1997 ACM SIGMOD International Conference on Management of Data Books now! Available in PDF, ePub and Kindle....

Asia Pacific Software Engineering Conference 1995

Asia Pacific Software Engineering Conference  1995
  • Author : Anonim
  • Publisher : IEEE
  • Release Date : 1995
  • Total pages : 525
  • ISBN : 0124173071
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Summary : Annotation The 55 papers cover testing, requirements modelling, concurrency, object-oriented development, software process, distributed systems, development environments, formal methods, quality assurance and reliability, reuse, specification, maintenance, information systems, and reasoning and verification. The keynote addresses discuss software systems engineering from domain analysis via requirements capture to software architectures; and communication, collaboration, ...

Introduction to Software Engineering Design

Introduction to Software Engineering Design
  • Author : Christopher John Fox
  • Publisher : Addison-Wesley
  • Release Date : 2006
  • Total pages : 706
  • ISBN : 0124173071
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Summary : 'Introduction to software engineering design' emphasizes design practice at an introductory level using object-oriented analysis and design techniques and UML 2.0. Readers will learn to use best practices in software design and development. Pedagogical features include learning objectives and orientation diagrams, summaries of key concepts, end-of-section quizzes, a large running case ...

Computer Control Abstracts

Computer   Control Abstracts
  • Author : Anonim
  • Publisher : Unknown
  • Release Date : 1996
  • Total pages : 212
  • ISBN : 0124173071
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Summary : Download or read online Computer Control Abstracts written by , published by which was released on 1996. Get Computer Control Abstracts Books now! Available in PDF, ePub and Kindle....

Software Engineering Environments

Software Engineering Environments
  • Author : Alan W. Brown,Anthony N. Earl,John McDermid
  • Publisher : McGraw-Hill Companies
  • Release Date : 1992
  • Total pages : 326
  • ISBN : 0124173071
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Summary : Download or read online Software Engineering Environments written by Alan W. Brown,Anthony N. Earl,John McDermid, published by McGraw-Hill Companies which was released on 1992. Get Software Engineering Environments Books now! Available in PDF, ePub and Kindle....

Dissertation Abstracts International

Dissertation Abstracts International
  • Author : Anonim
  • Publisher : Unknown
  • Release Date : 1997
  • Total pages : 212
  • ISBN : 0124173071
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Summary : Download or read online Dissertation Abstracts International written by , published by which was released on 1997. Get Dissertation Abstracts International Books now! Available in PDF, ePub and Kindle....

STEP for Data Management Exchange and Sharing

STEP for Data Management  Exchange and Sharing
  • Author : Julian Fowler
  • Publisher : Unknown
  • Release Date : 1995
  • Total pages : 214
  • ISBN : 0124173071
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Summary : Download or read online STEP for Data Management Exchange and Sharing written by Julian Fowler, published by which was released on 1995. Get STEP for Data Management Exchange and Sharing Books now! Available in PDF, ePub and Kindle....

Building the Scientific Modeling Assistant An Interactive Environment for Specialized Software Design

Building the Scientific Modeling Assistant  An Interactive Environment for Specialized Software Design
  • Author : Anonim
  • Publisher : Unknown
  • Release Date : 1991
  • Total pages : 13
  • ISBN : 0124173071
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Summary : Download or read online Building the Scientific Modeling Assistant An Interactive Environment for Specialized Software Design written by , published by which was released on 1991. Get Building the Scientific Modeling Assistant An Interactive Environment for Specialized Software Design Books now! Available in PDF, ePub and Kindle....

Working Notes from the 1992 AAAI Workshop on Automating Software Design Theme Domain Specific Software Design

Working Notes from the 1992 AAAI Workshop on Automating Software Design  Theme  Domain Specific Software Design
  • Author : Anonim
  • Publisher : Unknown
  • Release Date : 1992
  • Total pages : 161
  • ISBN : 0124173071
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Summary : Download or read online Working Notes from the 1992 AAAI Workshop on Automating Software Design Theme Domain Specific Software Design written by , published by which was released on 1992. Get Working Notes from the 1992 AAAI Workshop on Automating Software Design Theme Domain Specific Software Design Books now! Available in PDF, ePub and ...

Open Environments to Support Systems Engineering Tool Integration A Study Using the Portable Common Tool Environment PCTE

Open Environments to Support Systems Engineering Tool Integration  A Study Using the Portable Common Tool Environment  PCTE
  • Author : Dave E. Eckhardt (Jr.)
  • Publisher : Unknown
  • Release Date : 1993
  • Total pages : 17
  • ISBN : 0124173071
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Summary : Download or read online Open Environments to Support Systems Engineering Tool Integration A Study Using the Portable Common Tool Environment PCTE written by Dave E. Eckhardt (Jr.), published by which was released on 1993. Get Open Environments to Support Systems Engineering Tool Integration A Study Using the Portable Common Tool Environment ...