Skip to content

Search

Search scope: All publications
Results for “machine learning”: 5.

Chapter 2025

TOWARD INTELLIGENT PALLET POOL MANAGEMENT – PALLET DAMAGE IDENTIFICATION AND INPUT DATA STRUCTURE IN CAMERA- AND AI-BASED DECISION SUPPORT SYSTEMS

Authors / editors: Mariusz Sowa, Katarzyna Kędzierska, Joanna Tuleja

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

Purpose: The aim of this article is to conduct a comprehensive assessment of structural damage in reusable EPAL wooden pallets (800 × 1200 mm) and explore the potential of intelligent vision systems as tools supporting technical diagnostics and decision-making in pallet pool mana…

DOI: 10.18276/978-83-8419-053-1-31 · 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

Chapter 2025

APPLICATION OF ARTIFICIAL INTELLIGENCE IN BUSINESS PROCESS OPTIMISATION ON THE EXAMPLE OF INTELLIGENT ENERGY PRICE FORECASTING FOR PHOTOVOLTAIC FARMS

Authors / editors: Thomas Naprawski, Joanna Kowalik, Anna Pilarczyk-Naprawski

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

Purpose: The purpose of this paper is to evaluate the application of advanced artificial intelligence methods in the forecasting of photovoltaic farm electricity prices and to analyse their impact on the optimisation of business decisions and operational processes. Need for th…

DOI: 10.18276/978-83-8419-053-1-26 · ISBN: 978-83-8419-053-1

Chapter 2025

AI-POWERED KNOWLEDGE MANAGEMENT AND DECISION SUPPORT FOR IVF WITH PGT: LITERATURE REVIEW AND MODEL PROPOSAL

Authors / editors: Małgorzata Skweres-Kuchta, Agnieszka Skweres, Elżbieta Szaruga, Krzysztof Łukaszuk

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

Purpose: This study aims to apply machine learning as an AI-based tool for comprehensive literature review and to propose an Integrated Clinical Management Model (ICMM) that leverages AI-driven decision support, data integration, and change management to optimize decision-making …

DOI: 10.18276/978-83-8419-053-1-23 · ISBN: 978-83-8419-053-1

Chapter 2025

CONCEPT OF AN AI-BASED SYSTEM FOR ENHANCING THE ACCESSIBILITY OF HOSPITAL WEBSITES

Authors / editors: Izabela Rejer, Ewa Krok

Published in: Intelligent Management and Artificial Intelligence: Trends, Challenges, and Opportunities, Vol.1

Purpose: The purpose of the paper is to present the concept of an AI-based system that automates the process of verifying and repairing accessibility errors on hospital websites. The system aims to ensure compliance with international WCAG standards and improve websites usability…

DOI: 10.18276/978-83-8419-028-9-11 · ISBN: 978-83-8419-028-9