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Automated Software Engineering: A Deep Learning-Based Approach

  • Suresh Chandra Satapathy
  • Ajay Kumar Jena
  • Jagannath Singh
  • Saurabh Bilgaiyan
Book

Part of the Learning and Analytics in Intelligent Systems book series (LAIS, volume 8)

Table of contents

  1. Front Matter
    Pages i-xi
  2. Lov Kumar, Chinmay Hota, Sahithi Tummalapalli, Lalita Bhanu Murthy Neti
    Pages 1-17
  3. Dhiraj Kumar Goswami, Soham Chakrabarti, Saurabh Bilgaiyan
    Pages 19-37
  4. Sumit Mahapatra, Subhankar Mishra
    Pages 39-54
  5. Satya Sobhan Panigrahi, Ajay Kumar Jena
    Pages 55-71

About this book

Introduction

This book discusses various open issues in software engineering, such as the efficiency of automated testing techniques, predictions for cost estimation, data processing, and automatic code generation. Many traditional techniques are available for addressing these problems. But, with the rapid changes in software development, they often prove to be outdated or incapable of handling the software’s complexity. Hence, many previously used methods are proving insufficient to solve the problems now arising in software development.

The book highlights a number of unique problems and effective solutions that reflect the state-of-the-art in software engineering. Deep learning is the latest computing technique, and is now gaining popularity in various fields of software engineering. This book explores new trends and experiments that have yielded promising solutions to current challenges in software engineering. As such, it offers a valuable reference guide for a broad audience including systems analysts, software engineers, researchers, graduate students and professors engaged in teaching software engineering.


Keywords

Deep Learning Cost Estimation Requirement Engineering Automated Testing Artificial Neural Network Software Project Management

Authors and affiliations

  • Suresh Chandra Satapathy
    • 1
  • Ajay Kumar Jena
    • 2
  • Jagannath Singh
    • 3
  • Saurabh Bilgaiyan
    • 4
  1. 1.School of Computer EngineeringKalinga Institute of Industrial Technology (KIIT) Deemed to be UniversityBhubaneswarIndia
  2. 2.School of Computer EngineeringKalinga Institute of Industrial Technology (KIIT) Deemed to be UniversityBhubaneswarIndia
  3. 3.School of Computer EngineeringKalinga Institute of Industrial Technology (KIIT) Deemed to be UniversityBhubaneswarIndia
  4. 4.School of Computer EngineeringKalinga Institute of Industrial Technology (KIIT) Deemed to be UniversityBhubaneswarIndia

Bibliographic information