MARC details
| 000 -LEADER |
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| fixed length control field |
03384nam a22002417a 4500 |
| 005 - DATE AND TIME OF LATEST TRANSACTION |
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| control field |
20250505114959.0 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION |
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| fixed length control field |
250505b |||||||| |||| 00| 0 eng d |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
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| International Standard Book Number |
9789811999475 |
| 082 ## - DEWEY DECIMAL CLASSIFICATION NUMBER |
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| Classification number |
006.3 |
| Item number |
ROM |
| 245 ## - TITLE STATEMENT |
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| Title |
Optimising the software development process with artificial intelligence |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT) |
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| Name of publisher, distributor, etc. |
Springer |
| Place of publication, distribution, etc. |
Singapore |
| Date of publication, distribution, etc. |
2023 |
| 300 ## - PHYSICAL DESCRIPTION |
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| Extent |
xvi, 344 p. |
| 365 ## - TRADE PRICE |
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| Price type code |
EUR |
| Price amount |
169.99 |
| 490 ## - SERIES STATEMENT |
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| Series statement |
Natural Computing Series (NCS) |
| 500 ## - GENERAL NOTE |
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| General note |
Table of contents:<br/>Front Matter<br/>Pages i-xvi<br/>Download chapter PDF <br/>Introduction<br/>José Raúl Romero, Inmaculada Medina-Bulo, Francisco Chicano<br/>Pages 1-16<br/>Planning and Analysis<br/>Front Matter<br/>Pages 17-17<br/>Download chapter PDF <br/>Artificial Intelligence in Software Project Management<br/>Liyan Song, Leandro L. Minku<br/>Pages 19-65<br/>Requirements Engineering<br/>Fitsum Kifetew, Anna Perini, Angelo Susi<br/>Pages 67-91<br/>Leveraging Artificial Intelligence for Model-based Software Analysis and Design<br/>Antonio Garmendia, Dominik Bork, Martin Eisenberg, Thiago Ferreira, Marouane Kessentini, Manuel Wimmer<br/>Pages 93-117<br/>Development and Deployment<br/>Front Matter<br/>Pages 119-119<br/>Download chapter PDF <br/>Statistical Models and Machine Learning to Advance Code Completion: Are We There Yet?<br/>Tien N. Nguyen<br/>Pages 121-153<br/>Cloud Development and Deployment<br/>José Antonio Parejo, Ana Belén Sánchez<br/>Pages 155-176<br/>Testing and Maintenance<br/>Front Matter<br/>Pages 177-177<br/>Download chapter PDF <br/>Automated Support for Unit Test Generation<br/>Afonso Fontes, Gregory Gay, Francisco Gomes de Oliveira Neto, Robert Feldt<br/>Pages 179-219<br/>Artificial Intelligence Techniques in System Testing<br/>Michael Felderer, Eduard Paul Enoiu, Sahar Tahvili<br/>Pages 221-240<br/>Intelligent Software Maintenance<br/>Foutse Khomh, Mohammad Masudur Rahman, Antoine Barbez<br/>Pages 241-275<br/>AI Techniques from Scratch<br/>Front Matter<br/>Pages 277-277<br/>Download chapter PDF <br/>Metaheuristics in a Nutshell<br/>Javier Ferrer, Pedro Delgado-Pérez<br/>Pages 279-307<br/>Foundations of Machine Learning for Software Engineering<br/>Aurora Ramírez, Breno Miranda<br/>Pages 309-344<br/>[https://link.springer.com/book/10.1007/978-981-19-9948-2] |
| 520 ## - SUMMARY, ETC. |
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| Summary, etc. |
This book offers a practical introduction to the use of artificial intelligence (AI) techniques to improve and optimise the various phases of the software development process, from the initial project planning to the latest deployment. All chapters were written by leading experts in the field and include practical and reproducible examples. <br/>Following the introductory chapter, Chapters 2-9 respectively apply AI techniques to the classic phases of the software development process: project management, requirement engineering, analysis and design, coding, cloud deployment, unit and system testing, and maintenance. Subsequently, Chapters 10 and 11 provide foundational tutorials on the AI techniques used in the preceding chapters: metaheuristics and machine learning. Given its scope and focus, the book represents a valuable resource for researchers, practitioners and students with a basic grasp of software engineering.<br/><br/>(https://link.springer.com/book/10.1007/978-981-19-9948-2) |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM |
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| Topical term or geographic name as entry element |
Artificial intelligence |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM |
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| Topical term or geographic name as entry element |
Software development process |
| 700 ## - ADDED ENTRY--PERSONAL NAME |
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| Personal name |
Romero, José Raúl [Editor] |
| 700 ## - ADDED ENTRY--PERSONAL NAME |
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| Personal name |
Medina-Bulo [Editor] |
| 700 ## - ADDED ENTRY--PERSONAL NAME |
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| Personal name |
Francisco, Chicano [Editor] |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) |
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| Koha item type |
Book |
| Source of classification or shelving scheme |
Dewey Decimal Classification |
