Recent Advances in Artificial Intelligence in Cost Estimation in Project Management

£159.50

Recent Advances in Artificial Intelligence in Cost Estimation in Project Management

Project management Artificial intelligence

Authors: Nevena Rankovic, Dragica Rankovic, Mirjana Ivanovic, Ljubomir Lazic

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Collection: Artificial Intelligence-Enhanced Software and Systems Engineering

Language: English

Published by: Springer

Published on: 6th December 2024

Format: LCP-protected ePub

ISBN: 9783031765728


Book Focus

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.

Importance and Benefits

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.

Target Audience

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.

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