Software source code : statistical modeling /
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...
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| Hlavní autori: | , , , |
|---|---|
| Médium: | E-kniha |
| Jazyk: | English |
| Vydavateľské údaje: |
Berlin ; Boston :
De Gruyter,
[2021]
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| Edícia: | De Gruyter STEM
|
| Predmet: | |
| ISBN: | 9783110703399 |
| On-line prístup: |
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| 020 | |a 9783110703399 | ||
| 024 | 7 | |a 10.1515/9783110703399 |2 doi | |
| 035 | |a CVTIDW18708 | ||
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| 080 | |a 004.4 ́2 |2 2011 | ||
| 080 | |a 31 |2 2011 | ||
| 100 | 1 | |a Rao Althar, Raghavendra, |e author. |4 aut |4 http://id.loc.gov/vocabulary/relators/aut | |
| 245 | 1 | 0 | |a Software source code : |b statistical modeling / |c Siddhartha Bhattacharyya, Raghavendra Rao Althar, Debabrata Samanta, Debanjan Konar. |
| 260 | |a Berlin ; |a Boston : |b De Gruyter, |c [2021] | ||
| 300 | |a 1 online resource (XVI, 342 p.) | ||
| 490 | 0 | |a De Gruyter STEM | |
| 505 | 0 | 0 | |t Frontmatter -- |t Preface -- |t Contents -- |t Chapter 1. Software development processes evolution -- |t Chapter 2. A probabilistic model for fault prediction across functional and security aspects -- |t Chapter 3. Establishing traceability between software development domain artifacts -- |t Chapter 4. Auto code completion facilitation by structured prediction-based auto-completion model -- |t Chapter 5. Transfer learning and one-shot learning to address software deployment issues -- |t Chapter 6. Enabling intelligent IDEs with probabilistic models -- |t Chapter 7. Natural language processing-based deep learning in the context of statistical modeling for software source code -- |t Chapter 8. Impact of machine learning in cognitive computing -- |t Chapter 9. Predicting rainfall with a regression model -- |t Chapter 10. Understanding programming language structure at its full scale -- |t References -- |t Index |
| 516 | |a text file PDF | ||
| 520 | |a 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. | ||
| 538 | |a Mode of access: Internet via World Wide Web. | ||
| 546 | |a In English. | ||
| 650 | 4 | |a Data Mining. | |
| 650 | 4 | |a Softwareentwicklung. | |
| 650 | 4 | |a Statistik. | |
| 650 | 7 | |a COMPUTERS / Software Development & Engineering / General. | |
| 653 | |a data mining | ||
| 653 | |a vývoj softvéru | ||
| 653 | |a statistika | ||
| 655 | 4 | |a elektronické dokumenty | |
| 700 | 1 | |a Bhattacharyya, Siddhartha, |e author. |4 aut |4 http://id.loc.gov/vocabulary/relators/aut | |
| 700 | 1 | |a Konar, Debanjan, |e author. |4 aut |4 http://id.loc.gov/vocabulary/relators/aut | |
| 700 | 1 | |a Samanta, Debabrata, |e author. |4 aut |4 http://id.loc.gov/vocabulary/relators/aut | |
| 856 | 4 | 0 | |u http://hanproxy.cvtisr.sk/han/cvti-book-degruyter-eisbn-978-3-11-070339-9 |y Vzdialený prístup pre registrovaných používateľov |
| 910 | |b ZE13259 | ||
| 959 | |a 01 | ||
| 974 | |f Elektronické zdroje | ||
| 992 | |a SUD | ||
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