03903nam a22005775i 4500 978-3-031-76572-8 DE-He213 20251030114606.0 cr nn 008mamaa 241206s2024 sz | s |||| 0|eng d 9783031765728 978-3-031-76572-8 10.1007/978-3-031-76572-8 doi Q342 UYQ bicssc COM004000 bisacsh UYQ thema Rankovic, Nevena. author. aut http://id.loc.gov/vocabulary/relators/aut 88620 Recent Advances in Artificial Intelligence in Cost Estimation in Project Management [electronic resource] / by Nevena Rankovic, Dragica Ranković, Mirjana Ivanovic, Ljubomir Lazić. 1st ed. 2024. Cham : Springer Nature Switzerland : Imprint: Springer, 2024. XI, 417 p. 138 illus., 137 illus. in color. online resource. text txt rdacontent computer c rdamedia online resource cr rdacarrier text file PDF rda Artificial Intelligence-Enhanced Software and Systems Engineering, 2731-6033 ; 6 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. 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. Computational intelligence. 64052 Artificial intelligence. 58441 Project management. 61110 Computational Intelligence. 64052 Artificial Intelligence. 58441 Project Management. 61110 Ranković, Dragica. author. aut http://id.loc.gov/vocabulary/relators/aut 88621 Ivanovic, Mirjana. author. (orcid)0000-0003-1946-0384 https://orcid.org/0000-0003-1946-0384 aut http://id.loc.gov/vocabulary/relators/aut 88622 Lazić, Ljubomir. author. aut http://id.loc.gov/vocabulary/relators/aut 88623 SpringerLink (Online service) Springer Nature eBook Printed edition: 9783031765711 Printed edition: 9783031765735 Printed edition: 9783031765742 Artificial Intelligence-Enhanced Software and Systems Engineering, 2731-6033 ; 6 88624 https://doi.org/10.1007/978-3-031-76572-8 ZDB-2-INR ZDB-2-SXIT 65532 65532