Nevena Rankovic & Dragica Ranković 
Recent Advances in Artificial Intelligence in Cost Estimation in Project Management [PDF ebook] 

Ủng hộ

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.

€181.89
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Mục lục

Introduction.- Top AI Techniques for Every Phase of Software Project Management.- Use of AI Methods in Software Project Scheduling.- AI in Software Effort Estimation.- AI in Risk Management.- AI in Project Resource Management.- AI software project management tools.- Conclusion.- Optimizing Effort and Cost Estimation: Model Implementation using Artificial Neural Networks and Taguchi’s Orthogonal Vector Plans.

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Ngôn ngữ Anh ● định dạng PDF ● Trang 417 ● ISBN 9783031765728 ● Kích thước tập tin 13.9 MB ● Tuổi tác 02-99 năm ● Nhà xuất bản Springer Nature Switzerland ● Thành phố Cham ● Quốc gia CH ● Được phát hành 2024 ● Có thể tải xuống 24 tháng ● Tiền tệ EUR ● TÔI 10071388 ● Sao chép bảo vệ DRM xã hội

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