Software Source Code : : Statistical Modeling / / Siddhartha Bhattacharyya, Raghavendra Rao Althar, Debabrata Samanta, Debanjan Konar.
This book will focus on utilizing statistical modelling of the software source code, in order to resolve issues associated with the software development processes. Writing and maintaining software source code is a costly business; software developers need to constantly rely on large existing code ba...
সংরক্ষণ করুন:
Superior document: | Title is part of eBook package: De Gruyter DG Ebook Package English 2021 |
---|---|
VerfasserIn: | |
Place / Publishing House: | Berlin ;, Boston : : De Gruyter, , [2021] ©2021 |
প্রকাশনার বছর: | 2021 |
ভাষা: | English |
মালা: | De Gruyter STEM
|
অনলাইন ব্যবহার করুন: | |
দৈহিক বর্ননা: | 1 online resource (XVI, 342 p.) |
ট্যাগগুলো: |
ট্যাগ যুক্ত করুন
কোনো ট্যাগ নেই, প্রথমজন হিসাবে ট্যাগ করুন!
|
Other title: | Frontmatter -- Preface -- Contents -- Chapter 1. Software development processes evolution -- Chapter 2. A probabilistic model for fault prediction across functional and security aspects -- Chapter 3. Establishing traceability between software development domain artifacts -- Chapter 4. Auto code completion facilitation by structured prediction-based auto-completion model -- Chapter 5. Transfer learning and one-shot learning to address software deployment issues -- Chapter 6. Enabling intelligent IDEs with probabilistic models -- Chapter 7. Natural language processing–based deep learning in the context of statistical modeling for software source code -- Chapter 8. Impact of machine learning in cognitive computing -- Chapter 9. Predicting rainfall with a regression model -- Chapter 10. Understanding programming language structure at its full scale -- References -- Index |
---|---|
সংক্ষিপ্ত: | This book will focus on utilizing statistical modelling of the software source code, in order to resolve issues associated with the software development processes. Writing and maintaining software source code is a costly business; software developers need to constantly rely on large existing code bases. Statistical modelling identifies the patterns in software artifacts and utilize them for predicting the possible issues. |
বিন্যাস: | Mode of access: Internet via World Wide Web. |
আইসবিএন: | 9783110703399 9783110750720 9783110750706 9783110754001 9783110753776 9783110754070 9783110753837 |
ডিওআই: | 10.1515/9783110703399 |
প্রবেশাধিকার: | restricted access |
Hierarchical level: | Monograph |
Statement of Responsibility: | Siddhartha Bhattacharyya, Raghavendra Rao Althar, Debabrata Samanta, Debanjan Konar. |