Recent Advances in Artificial Intelligence in Cost Estimation in Project Management

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Description

This book focuses on the practical application of AI tools and techniques in software project management, offering detailed theoretical explanations and practical examples of over 40 state-of-the-art machine learning and deep learning algorithms applied across each project phase, as well as in risk and resource management. Helping the business world estimate projects more accurately while saving costs and resources is crucial in today’s rapidly changing, fast-paced technological landscape. Moreover, it presents specific aspects of combined approaches through ensemble models, incorporating Taguchi’s optimization method to further improve estimation accuracy, advancing this area of software project management. A valuable resource for students and professionals to deepen their knowledge and skills, it also serves as a great manual for companies adopting smarter strategies to manage and develop projects more efficiently and effectively.
Pages
417 pages
Collection
Artificial Intelligence-Enhanced Software and Systems Engineering
Parution
2024-12-06
Marque
Springer
EAN papier
9783031765711
EAN PDF
9783031765728

Informations sur l'ebook
Nombre pages copiables
4
Nombre pages imprimables
41
Taille du fichier
13599 Ko
Prix
179,34 €
EAN EPUB
9783031765728

Informations sur l'ebook
Nombre pages copiables
4
Nombre pages imprimables
41
Taille du fichier
46981 Ko
Prix
179,34 €