Sharing Data And Models In Software Engineering


Sharing Data And Models In Software Engineering
Author: Tim Menzies
Publisher: Morgan Kaufmann
ISBN: 0124173071
Size: 14.91 MB
Format: PDF, Mobi
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Sharing Data And Models In Software Engineering

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


Sharing Data and Models in Software Engineering
Language: en
Pages: 406
Authors: Tim Menzies, Ekrem Kocaguneli, Burak Turhan, Leandro Minku, Fayola Peters
Categories: Computers
Type: BOOK - Published: 2014-12-22 - Publisher: Morgan Kaufmann
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
Contemporary Empirical Methods in Software Engineering
Language: en
Pages: 525
Authors: Michael Felderer, Guilherme Horta Travassos
Categories: Electronic books
Type: BOOK - Published: 2020 - Publisher:
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
Scientific and Technical Aerospace Reports
Language: en
Pages:
Authors: Michael Felderer, Guilherme Horta Travassos
Categories: Aeronautics
Type: BOOK - Published: 1994 - Publisher:
Books about Scientific and Technical Aerospace Reports
Distributed Software Engineering
Language: en
Pages: 260
Authors: C. W. Loftus, R. J. Gautier
Categories: Computers
Type: BOOK - Published: 1995 - Publisher: Prentice Hall PTR
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
TOOLS 27 : Technology of Object-oriented Languages and Systems :
Language: en
Pages: 388
Authors: Jian Chen
Categories: Computers
Type: BOOK - Published: 1998 - Publisher: Institute of Electrical & Electronics Engineers(IEEE)
This text on the technology of object-oriented languages and systems covers such topics as: software development models; language design and implementation; concurrent objects; object-oriented applications; distributed objects and agents; and software development tools and environments."
Data Management and Modelling Using Remote Sensing and GIS for Tropical Forest Land Inventory
Language: en
Pages: 581
Authors: Yves Laumonier
Categories: Forest surveys
Type: BOOK - Published: 1999 - Publisher:
Books about Data Management and Modelling Using Remote Sensing and GIS for Tropical Forest Land Inventory
Proceedings of 1997 ACM SIGMOD International Conference on Management of Data
Language: en
Pages: 586
Authors: Joan M. Peckman
Categories: Computer science
Type: BOOK - Published: 1997 - Publisher:
Books about Proceedings of 1997 ACM SIGMOD International Conference on Management of Data
Building the Scientific Modeling Assistant: An Interactive Environment for Specialized Software Design
Language: en
Pages: 13
Authors: Joan M. Peckman
Categories: Computer science
Type: BOOK - Published: 1991 - Publisher:
Books about Building the Scientific Modeling Assistant: An Interactive Environment for Specialized Software Design
1999 IEEE Workshop on Knowledge and Data Engineering Exchange
Language: en
Pages: 145
Authors: IEEE Computer Society
Categories: Computers
Type: BOOK - Published: 2000 - Publisher: IEEE
These proceedings, from the third in a series of workshops organized in conjunction with the IEEE Tools with Artificial Intelligence Conference in November 1999, incorporate 17 selected papers, two invited talks, and a panel discussion on the convergence of technologies on the Web. The papers, prese
Asia-Pacific Software Engineering Conference, 1995
Language: en
Pages: 525
Authors: IEEE Computer Society
Categories: Computers
Type: BOOK - Published: 1995 - Publisher: IEEE
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,