Perspectives on Data Science for Software Engineering

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

Produk Detail:

  • Author : Tim Menzies
  • Publisher : Morgan Kaufmann
  • Pages : 408 pages
  • ISBN : 0128042613
  • Rating : 5/5 from 1 reviews
CLICK HERE TO GET THIS BOOKPerspectives on Data Science for Software Engineering

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 : 14 July 2016
GET THIS BOOKPerspectives on Data Science for Software Engineering

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

Perspectives on the Future of Software Engineering

Perspectives on the Future of Software Engineering
  • Author : Jürgen Münch,Klaus Schmid
  • Publisher : Springer Science & Business Media
  • Release : 13 June 2013
GET THIS BOOKPerspectives on the Future of Software Engineering

The dependence on quality software in all areas of life is what makes software engineering a key discipline for today’s society. Thus, over the last few decades it has been increasingly recognized that it is particularly important to demonstrate the value of software engineering methods in real-world environments, a task which is the focus of empirical software engineering. One of the leading protagonists of this discipline worldwide is Prof. Dr. Dr. h.c. Dieter Rombach, who dedicated his entire

Software Testing in the Cloud: Perspectives on an Emerging Discipline

Software Testing in the Cloud: Perspectives on an Emerging Discipline
  • Author : Tilley, Scott
  • Publisher : IGI Global
  • Release : 30 November 2012
GET THIS BOOKSoftware Testing in the Cloud: Perspectives on an Emerging Discipline

In recent years, cloud computing has gained a significant amount of attention by providing more flexible ways to store applications remotely. With software testing continuing to be an important part of the software engineering life cycle, the emergence of software testing in the cloud has the potential to change the way software testing is performed. Software Testing in the Cloud: Perspectives on an Emerging Discipline is a comprehensive collection of research by leading experts in the field providing an overview

Responsible Analytics and Data Mining in Education

Responsible Analytics and Data Mining in Education
  • Author : Badrul H. Khan,Joseph Rene Corbeil,Maria Elena Corbeil
  • Publisher : Routledge
  • Release : 07 December 2018
GET THIS BOOKResponsible Analytics and Data Mining in Education

Winner of two Outstanding Book Awards from the Association of Educational Communications and Technology (Culture, Learning, & Technology and Systems Thinking & Change divisions)! Rapid advancements in our ability to collect, process, and analyze massive amounts of data along with the widespread use of online and blended learning platforms have enabled educators at all levels to gain new insights into how people learn. Responsible Analytics and Data Mining in Education addresses the thoughtful and purposeful navigation, evaluation, and implementation of these emerging

Legal Perspectives on Bridging Science and Policy

Legal Perspectives on Bridging Science and Policy
  • Author : Mara Tignino,Raya Marina Stephan,Renée Martin-Nagle,Owen McIntyre
  • Publisher : Routledge
  • Release : 21 May 2020
GET THIS BOOKLegal Perspectives on Bridging Science and Policy

Legal Perspectives on Bridging Science and Policy deals with the interaction of science and policy from a legal perspective. Expert contributors outline the role of law in water management and suggest solutions to make laws flexible and adaptive to changes in scientific knowledge and environmental, social and economic conditions. Each chapter addresses the topic with a different focus and offers an in-depth analysis of legal challenges related to the creation of interdisciplinary bridges, clarifying how science may be assimilated into

Perspectives on Contemporary Pakistan

Perspectives on Contemporary Pakistan
  • Author : Ghulam Ali,Ejaz Hussain
  • Publisher : Routledge
  • Release : 09 June 2020
GET THIS BOOKPerspectives on Contemporary Pakistan

This book analyses problems of governance, development and environment affecting contemporary Pakistan; issues that lie at the centre of federal and provincial policy deliberations, formulation and implementation. The book offers a comprehensive assessment of the policies, or lack thereof. Authors from a variety of disciplines empirically and conceptually evaluate latest developments, events and data regarding law and order, economic under-performance, social intolerance and climate crisis. The book offers varied perspectives on state sovereignty, civil-military relations, spousal violence, rural development, CPEC,

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 : 26 April 2016
GET THIS BOOKSoftware Engineering Perspectives and Application in Intelligent Systems

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 a variety of fields are also presented. The 5th Computer Science On-line Conference (CSOC 2016) is intended to provide an international forum for discussions on the latest research results in all

Urban Experience and Design

Urban Experience and Design
  • Author : Justin B. Hollander,Ann Sussman
  • Publisher : Routledge
  • Release : 15 October 2020
GET THIS BOOKUrban Experience and Design

Embracing a biological and evolutionary perspective to explain the human experience of place, Urban Experience and Design explores how cognitive science and biometric tools provide an evidence-based foundation for architecture and planning. Aiming to promote the creation of a healthier and happier public realm, this book describes how unconscious responses to stimuli, outside our conscious awareness, direct our experience of the built environment and govern human behavior in our surroundings. This collection contains 15 chapters, including contributions from researchers in the

Teaching Science in Secondary Schools

Teaching Science in Secondary Schools
  • Author : Sandra Amos,Richard Boohan
  • Publisher : Routledge
  • Release : 11 October 2013
GET THIS BOOKTeaching Science in Secondary Schools

A companion to Aspects of Teaching Secondary Science, the first section of this reader provides an overview of the key issues, discussing the nature of science and its role in the school curriculum. The second section goes on to examine critically the ways in which science is reflected in the school curriculum, while the third section discusses recent curriculum initiatives and developments. Turning the focus from what is taught on to who is taught, section four shows that students are

New Perspectives on Virtual and Augmented Reality

New Perspectives on Virtual and Augmented Reality
  • Author : Linda Daniela
  • Publisher : Routledge
  • Release : 19 June 2020
GET THIS BOOKNew Perspectives on Virtual and Augmented Reality

New Perspectives on Virtual and Augmented Reality discusses the possibilities of using virtual and augmented reality in the role of innovative pedagogy, where there is an urgent need to find ways to teach and support learning in a transformed learning environment. Technology creates opportunities to learn differently and presents challenges for education. Virtual reality solutions can be exciting, create interest in learning, make learning more accessible and make learning faster. This book analyses the capabilities of virtual, augmented and mixed

Build a Career in Data Science

Build a Career in Data Science
  • Author : Emily Robinson,Jacqueline Nolis
  • Publisher : Manning Publications
  • Release : 24 March 2020
GET THIS BOOKBuild a Career in Data Science

Summary You are going to need more than technical knowledge to succeed as a data scientist. Build a Career in Data Science teaches you what school leaves out, from how to land your first job to the lifecycle of a data science project, and even how to become a manager. Purchase of the print book includes a free eBook in PDF, Kindle, and ePub formats from Manning Publications. About the technology What are the keys to a data scientist’s

Digital Business Models

Digital Business Models
  • Author : Adam Jabłoński,Marek Jabłoński
  • Publisher : Routledge
  • Release : 12 October 2020
GET THIS BOOKDigital Business Models

By presenting the conditions, methods and techniques of monetisation of business models in the digital economy, this book combines implementation of the theoretical aspects of monetisation with the presentation of practical business solutions in this field. The scope of the book includes the relationship between the monetisation and scalability degree of business models. The book describes the place and role of the digital business ecosystem in the process of digital transformation. It demonstrates ideological and functional conditions for the use

Software Engineering Foundations

Software Engineering Foundations
  • Author : Yingxu Wang
  • Publisher : CRC Press
  • Release : 09 August 2007
GET THIS BOOKSoftware Engineering Foundations

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

Comparative Perspectives on Environmental Policies and Issues

Comparative Perspectives on Environmental Policies and Issues
  • Author : Robert A. Dibie
  • Publisher : Routledge
  • Release : 10 January 2014
GET THIS BOOKComparative Perspectives on Environmental Policies and Issues

Comparative Perspectives on Environmental Policies and Issues presents tools and concepts about environmental policies in several developed and developing countries. It explores a broad survey of ecological modernization theory, ecological feminism theory, environmental justice theory, the concept of sustainability, and research on environmental policies. Data were collected through surveys, interviews, and focus groups, and are used to analyze social, economic, and environmental impact on people. The book specifically discusses how the earth’s basic life-supporting capital (soils, forests, species, fresh