Perspectives on Data Science for Software Engineering

Written By Tim Menzies
Perspectives on Data Science for Software Engineering
  • Publsiher : Morgan Kaufmann
  • Release : 14 July 2016
  • ISBN : 0128042613
  • Pages : 408 pages
  • Rating : 5/5 from 1 reviews
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Download or read book entitled Perspectives on Data Science for Software Engineering by author: Tim Menzies which was release on 14 July 2016 and published by Morgan Kaufmann with total page 408 pages . This book available in PDF, EPUB and Kindle Format. Perspectives on Data Science for Software Engineering presents the best practices of seasoned data miners in software engineering. The idea for this book was created during the 2014 conference at Dagstuhl, an invitation-only gathering of leading computer scientists who meet to identify and discuss cutting-edge informatics topics. At the 2014 conference, the concept of how to transfer the knowledge of experts from seasoned software engineers and data scientists to newcomers in the field highlighted many discussions. While there are many books covering data mining and software engineering basics, they present only the fundamentals and lack the perspective that comes from real-world experience. This book offers unique insights into the wisdom of the community’s leaders gathered to share hard-won lessons from the trenches. Ideas are presented in digestible chapters designed to be applicable across many domains. Topics included cover data collection, data sharing, data mining, and how to utilize these techniques in successful software projects. Newcomers to software engineering data science will learn the tips and tricks of the trade, while more experienced data scientists will benefit from war stories that show what traps to avoid. Presents the wisdom of community experts, derived from a summit on software analytics Provides contributed chapters that share discrete ideas and technique from the trenches Covers top areas of concern, including mining security and social data, data visualization, and cloud-based data Presented in clear chapters designed to be applicable across many domains

Perspectives on Data Science for Software Engineering

Perspectives on Data Science for Software Engineering
  • Author : Tim Menzies,Laurie Williams,Thomas Zimmermann
  • Publisher : Morgan Kaufmann
  • Release Date : 2016-07-14
  • Total pages : 408
  • ISBN : 0128042613
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Summary : Perspectives on Data Science for Software Engineering presents the best practices of seasoned data miners in software engineering. The idea for this book was created during the 2014 conference at Dagstuhl, an invitation-only gathering of leading computer scientists who meet to identify and discuss cutting-edge informatics topics. At the 2014 conference, the ...

Software Engineering Perspectives and Application in Intelligent Systems

Software Engineering Perspectives and Application in Intelligent Systems
  • Author : Radek Silhavy,Roman Senkerik,Zuzana Kominkova Oplatkova,Petr Silhavy,Zdenka Prokopova
  • Publisher : Springer
  • Release Date : 2016-04-21
  • Total pages : 484
  • ISBN : 0128042613
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Summary : The volume Software Engineering Perspectives and Application in Intelligent Systems presents new approaches and methods to real-world problems, and in particular, exploratory research that describes novel approaches in the field of Software Engineering. Particular emphasis is laid on modern trends in selected fields of interest. New algorithms or methods in ...

New Perspectives in Software Engineering

New Perspectives in Software Engineering
  • Author : Jezreel Mejia
  • Publisher : Springer Nature
  • Release Date : 2021-06-13
  • Total pages : 212
  • ISBN : 0128042613
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Summary : Read online New Perspectives in Software Engineering written by Jezreel Mejia, published by Springer Nature which was released on . Download full New Perspectives in Software Engineering Books now! Available in PDF, ePub and Kindle....

Challenges and Applications of Data Analytics in Social Perspectives

Challenges and Applications of Data Analytics in Social Perspectives
  • Author : Sathiyamoorthi, V.,Elci, Atilla
  • Publisher : IGI Global
  • Release Date : 2020-12-04
  • Total pages : 324
  • ISBN : 0128042613
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Summary : With exponentially increasing amounts of data accumulating in real-time, there is no reason why one should not turn data into a competitive advantage. While machine learning, driven by advancements in artificial intelligence, has made great strides, it has not been able to surpass a number of challenges that still prevail ...

Responsible Data Science

Responsible Data Science
  • Author : Grant Fleming,Peter C. Bruce
  • Publisher : John Wiley & Sons
  • Release Date : 2021-04-13
  • Total pages : 304
  • ISBN : 0128042613
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Summary : Explore the most serious prevalent ethical issues in data science with this insightful new resource The increasing popularity of data science has resulted in numerous well-publicized cases of bias, injustice, and discrimination. The widespread deployment of “Black box” algorithms that are difficult or impossible to understand and explain, even for ...

The Data Science Design Manual

The Data Science Design Manual
  • Author : Steven S. Skiena
  • Publisher : Springer
  • Release Date : 2017-08-08
  • Total pages : 445
  • ISBN : 0128042613
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Summary : This engaging and clearly written textbook/reference provides a must-have introduction to the rapidly emerging interdisciplinary field of data science. It focuses on the principles fundamental to becoming a good data scientist and the key skills needed to build systems for collecting, analyzing, and interpreting data. The Data Science Design ...

Computer Science in Perspective

Computer Science in Perspective
  • Author : Rolf Klein,Hans-Werner Six,Lutz Wegner
  • Publisher : Springer
  • Release Date : 2003-07-01
  • Total pages : 362
  • ISBN : 0128042613
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Summary : By presenting state-of-the-art aspects of theoretical computer science and practical applications in various fields, this book commemorates the 60th birthday of Thomas Ottmann. The 26 research papers presented span the whole range of Thomas Ottmann's scientific career, from formal languages to algorithms and data structures, from topics in practical computer science ...

Cartographic Perspectives

Cartographic Perspectives
  • Author : Anonim
  • Publisher : Unknown
  • Release Date : 1993
  • Total pages : 212
  • ISBN : 0128042613
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Summary : Read online Cartographic Perspectives written by , published by which was released on 1993. Download full Cartographic Perspectives Books now! Available in PDF, ePub and Kindle....

Perspectives on Software Documentation

Perspectives on Software Documentation
  • Author : Thomas T. Barker
  • Publisher : Routledge
  • Release Date : 1991
  • Total pages : 279
  • ISBN : 0128042613
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Summary : This book is designed to address the randomness of the literature on software documentation. As anyone interested in software documentation is aware, the field is highly synthetic; information about software documentation may be found in engineering, computer science training, technical communication, management, education and so on. "Perspectives on Software Documentation" ...

ACM Transactions on Software Engineering and Methodology

ACM Transactions on Software Engineering and Methodology
  • Author : Anonim
  • Publisher : Unknown
  • Release Date : 1998
  • Total pages : 212
  • ISBN : 0128042613
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Summary : Read online ACM Transactions on Software Engineering and Methodology written by , published by which was released on 1998. Download full ACM Transactions on Software Engineering and Methodology Books now! Available in PDF, ePub and Kindle....

2001 Australian Software Engineering Conference

2001 Australian Software Engineering Conference
  • Author : Douglas D. Grant,Leon Sterling
  • Publisher : IEEE
  • Release Date : 2001
  • Total pages : 307
  • ISBN : 0128042613
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Summary : This work contains papers taken from the 13th Australian Software Engineering Conference (ASWEC 2001)....

Software Engineering Foundations

Software Engineering Foundations
  • Author : Yingxu Wang
  • Publisher : CRC Press
  • Release Date : 2007-08-09
  • Total pages : 1488
  • ISBN : 0128042613
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Summary : A groundbreaking book in this field, Software Engineering Foundations: A Software Science Perspective integrates the latest research, methodologies, and their applications into a unified theoretical framework. Based on the author's 30 years of experience, it examines a wide range of underlying theories from philosophy, cognitive informatics, denota...

Software Engineering with Formal Metrics

Software Engineering with Formal Metrics
  • Author : Lem O. Ejiogu
  • Publisher : QED Information Sciences
  • Release Date : 1991
  • Total pages : 334
  • ISBN : 0128042613
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Summary : Read online Software Engineering with Formal Metrics written by Lem O. Ejiogu, published by QED Information Sciences which was released on 1991. Download full Software Engineering with Formal Metrics Books now! Available in PDF, ePub and Kindle....

Big Data Governance and Perspectives in Knowledge Management

Big Data Governance and Perspectives in Knowledge Management
  • Author : Strydom, Sheryl Kruger,Strydom, Moses
  • Publisher : IGI Global
  • Release Date : 2018-11-16
  • Total pages : 304
  • ISBN : 0128042613
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Summary : The world is witnessing the growth of a global movement facilitated by technology and social media. Fueled by information, this movement contains enormous potential to create more accountable, efficient, responsive, and effective governments and businesses, as well as spurring economic growth. Big Data Governance and Perspectives in Knowledge Management is ...

Perspectives in Computing

Perspectives in Computing
  • Author : Anonim
  • Publisher : Unknown
  • Release Date : 1984
  • Total pages : 212
  • ISBN : 0128042613
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Summary : Read online Perspectives in Computing written by , published by which was released on 1984. Download full Perspectives in Computing Books now! Available in PDF, ePub and Kindle....