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

支持

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
支付方式

表中的内容

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.

购买此电子书可免费获赠一本!
语言 英语 ● 格式 PDF ● 网页 417 ● ISBN 9783031765728 ● 文件大小 13.9 MB ● 年龄 02-99 年份 ● 出版者 Springer Nature Switzerland ● 市 Cham ● 国家 CH ● 发布时间 2024 ● 下载 24 个月 ● 货币 EUR ● ID 10071388 ● 复制保护 社会DRM

来自同一作者的更多电子书 / 编辑

5,485 此类电子书