Sharing Data and Models in Software Engineering

Written By Tim Menzies
Sharing Data and Models in Software Engineering
  • Publsiher : Morgan Kaufmann
  • Release : 15 December 2014
  • ISBN : 9780124172951
  • 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 15 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 : 2014-12-15
  • Total pages : 406
  • ISBN : 9780124172951
GET BOOK

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 ...

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 : 9780124172951
GET BOOK

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 ...

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 : 9780124172951
GET BOOK

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 : 9780124172951
GET BOOK

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....

Software Engineering

Software Engineering
  • Author : Ian Sommerville
  • Publisher : Addison Wesley Publishing Company
  • Release Date : 1996
  • Total pages : 742
  • ISBN : 9780124172951
GET BOOK

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....

Asia Pacific Software Engineering Conference 1995

Asia Pacific Software Engineering Conference  1995
  • Author : Anonim
  • Publisher : IEEE
  • Release Date : 1995
  • Total pages : 525
  • ISBN : 9780124172951
GET BOOK

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 : 9780124172951
GET BOOK

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 ...

Distributed Software Engineering

Distributed Software Engineering
  • Author : C. W. Loftus,R. J. Gautier
  • Publisher : Prentice Hall PTR
  • Release Date : 1995
  • Total pages : 260
  • ISBN : 9780124172951
GET BOOK

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 ...

Ontologies for Software Engineering and Software Technology

Ontologies for Software Engineering and Software Technology
  • Author : Coral Calero,Francisco Ruiz,Mario Piattini
  • Publisher : Springer Science & Business Media
  • Release Date : 2006-10-12
  • Total pages : 340
  • ISBN : 9780124172951
GET BOOK

Summary : This book covers two applications of ontologies in software engineering and software technology: sharing knowledge of the problem domain and using a common terminology among all stakeholders; and filtering the knowledge when defining models and metamodels. By presenting the advanced use of ontologies in software research and software projects, this ...

Computer Control Abstracts

Computer   Control Abstracts
  • Author : Anonim
  • Publisher : Unknown
  • Release Date : 1996
  • Total pages : 212
  • ISBN : 9780124172951
GET BOOK

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 Environments

Software Engineering Environments
  • Author : Alan W. Brown,Anthony N. Earl,John McDermid
  • Publisher : McGraw-Hill Companies
  • Release Date : 1992
  • Total pages : 326
  • ISBN : 9780124172951
GET BOOK

Summary : 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. Download full Software Engineering Environments 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 : 9780124172951
GET BOOK

Summary : Read online STEP for Data Management Exchange and Sharing written by Julian Fowler, published by which was released on 1995. Download full STEP for Data Management Exchange and Sharing Books now! Available in PDF, ePub and Kindle....

Software Engineering for Electronic Systems Designers

Software Engineering for Electronic Systems Designers
  • Author : David G. Jenkins,Ray Welland
  • Publisher : Peter Peregrinus Limited
  • Release Date : 1990
  • Total pages : 304
  • ISBN : 9780124172951
GET BOOK

Summary : Why software engineering? Review of software development methods. Some notations for structured design. The real-time operating system. Integrated project support environments and software engineering toolsets. Occam. Modula-2. High level language features which support software engineering methods. Introduction to Pascal. Real-time language features to support good design methods. Introduction to real-time ...

Hands On Big Data Modeling

Hands On Big Data Modeling
  • Author : James Lee,Tao Wei,Suresh Kumar Mukhiya
  • Publisher : Packt Publishing Ltd
  • Release Date : 2018-11-30
  • Total pages : 306
  • ISBN : 9780124172951
GET BOOK

Summary : Solve all big data problems by learning how to create efficient data models Key Features Create effective models that get the most out of big data Apply your knowledge to datasets from Twitter and weather data to learn big data Tackle different data modeling challenges with expert techniques presented in ...

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 : 9780124172951
GET BOOK

Summary : 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. Download full Working Notes from the 1992 AAAI Workshop on Automating Software Design Theme Domain Specific Software Design Books now! Available in PDF, ePub and Kindle....