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 : /5 from reviews
GET THIS BOOKSharing Data and Models in Software Engineering


Download or read book entitled Sharing Data and Models in Software Engineering by author: Tim Menzies which was release on 22 December 2014 and published by Morgan Kaufmann with total page 406 pages . This book available in PDF, EPUB and Kindle Format. 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 ...

Engineering Agile Big Data Systems

Engineering Agile Big Data Systems
  • Author : Feeney, Kevin,Davies, Jim,Hellmann, Sebastian
  • Publisher : River Publishers
  • Release Date : 2018-11-05
  • Total pages : 436
  • ISBN : 0124173071
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Summary : 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 ...

Scientific and Technical Aerospace Reports

Scientific and Technical Aerospace Reports
  • Author : Anonim
  • Publisher : Unknown
  • Release Date : 1991
  • Total pages : 212
  • ISBN : 0124173071
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Summary : Read online Scientific and Technical Aerospace Reports written by , published by which was released on 1991. Download full Scientific and Technical Aerospace Reports Books now! Available in PDF, ePub and Kindle....

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 : Read online Computer aided Software Engineering CASE written by Elliot J. Chikofsky, published by IEEE Computer Society which was released on 1993. Download full Computer aided Software Engineering CASE Books now! Available in PDF, ePub and Kindle....

Publications of the National Institute of Standards and Technology Catalog

Publications of the National Institute of Standards and Technology     Catalog
  • Author : National Institute of Standards and Technology (U.S.)
  • Publisher : Unknown
  • Release Date : 1994
  • Total pages : 212
  • ISBN : 0124173071
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Summary : Read online Publications of the National Institute of Standards and Technology Catalog written by National Institute of Standards and Technology (U.S.), published by which was released on 1994. Download full Publications of the National Institute of Standards and Technology Catalog Books now! Available in PDF, ePub and Kindle....

Risk Management Processes for Software Engineering Models

Risk Management Processes for Software Engineering Models
  • Author : Marian Myerson
  • Publisher : Artech House Publishers
  • Release Date : 1996
  • Total pages : 226
  • ISBN : 0124173071
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Summary : 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

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 : 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. Download full Proceedings of 1997 ACM SIGMOD International Conference on Management of Data Books now! Available in PDF, ePub and Kindle....

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 ...

Proceedings of the Sixth International Conference on Software Engineering and Knowledge Engineering

Proceedings of the Sixth International Conference on Software Engineering and Knowledge Engineering
  • Author : Knowledge Systems Institute
  • Publisher : Knowledge Systems Incorporated
  • Release Date : 1994-06
  • Total pages : 534
  • ISBN : 0124173071
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Summary : Read online Proceedings of the Sixth International Conference on Software Engineering and Knowledge Engineering written by Knowledge Systems Institute, published by Knowledge Systems Incorporated which was released on 1994-06. Download full Proceedings of the Sixth International Conference on Software Engineering and Knowledge Engineering Books now! Available in PDF, ePub and ...

Software Development

Software Development
  • Author : Anonim
  • Publisher : Unknown
  • Release Date : 1996
  • Total pages : 212
  • ISBN : 0124173071
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Summary : Read online Software Development written by , published by which was released on 1996. Download full Software Development Books now! Available in PDF, ePub and Kindle....

Computer Control Abstracts

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

Software Engineering for Parallel and Distributed Systems

Software Engineering for Parallel and Distributed Systems
  • Author : Innes Jelly,Ian Gorton,Peter Croll
  • Publisher : Springer
  • Release Date : 1996-03-31
  • Total pages : 325
  • ISBN : 0124173071
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Summary : A wide range of modern computer applications require the performance and flexibility of parallel and distributed systems. Better software support is required if the technical advances in these systems are to be fully exploited by commerce and industry. This involves the provision of specialised techniques and tools as well as ...