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Chapter 2025

SPRINT INTO THE FUTURE: INTELLIGENT MANAGEMENT THROUGH LLM-POWERED COMPUTER SIMULATIONS IN AGILE PROJECTS

Authors / editors: Tomasz Wiśniewski, Rafał Szymański, Marta Starostka-Patyk

Published in: Intelligent Management and Artificial Intelligence: Trends, Challenges, and Opportunities, Vol.2

Purpose: This study investigates how Large Language Models (LLMs) integrated with computer simulations can enhance intelligent management in Agile Project Management. It examines generative AI’s ability to create simulation models from natural language, enabling faster and more a…

DOI: 10.18276/978-83-8419-053-1-32 · ISBN: 978-83-8419-053-1

Chapter 2025

LARGE DATABASE OF AIS VESSEL TRAFFIC FOR SMART DECISION-MAKING BASED ON AI IN SHIPPING COMPANIES

Authors / editors: Ernest Czermański, Aneta Oniszczuk-Jastrząbek, Janusz Przewocki, Jakub Neumann, Tomasz Borzyszkowski, Elzbieta Szaruga, Michał Pluciński

Published in: Intelligent Management and Artificial Intelligence: Trends, Challenges, and Opportunities, Vol.2

Purpose: This study aims to assess the effectiveness of Principal Component Analysis (PCA) in identifying anomalies and improving data quality in AIS (Automatic Identification System) datasets used for maritime monitoring and decision-making. Need for the study: AIS plays a cr…

DOI: 10.18276/978-83-8419-053-1-29 · ISBN: 978-83-8419-053-1