Rozdział 2025
Autorzy / redaktorzy: Ernest Czermański, Aneta Oniszczuk-Jastrząbek, Janusz Przewocki, Jakub Neumann, Tomasz Borzyszkowski, Elzbieta Szaruga, Michał Pluciński
Publikacja nadrzędna: 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
Rozdział 2025
Autorzy / redaktorzy: Alicja Żmudzińska, Paweł Powroźnik, Maria Skublewska-Paszkowska, Katarzyna Nowomiejska, Paweł Karczmarek, Adam Kiersztyn, Kamil Jonak, Aneta Oniszczuk-Jastrząbek, Ernest Czermański, Małgorzata Skweres-Kuchta
Publikacja nadrzędna: Intelligent Management and Artificial Intelligence: Trends, Challenges, and Opportunities, Vol.2
Purpose: This study aims to improve the diagnostic effectiveness of rare retinal diseases by introducing a novel classification approach that not only enhances accuracy but also supports the intelligent management of the diagnostic process through AI-based decision systems.
Fe…
DOI: 10.18276/978-83-8419-053-1-22 · ISBN: 978-83-8419-053-1
Rozdział 2025
Autorzy / redaktorzy: Dariusz Czerwiński, Adam Kiersztyn, Aneta Oniszczuk-Jastrząbek, Ernest Czermański, Izolda Gorgol, Michał Pluciński
Publikacja nadrzędna: Intelligent Management and Artificial Intelligence: Trends, Challenges, and Opportunities, Vol.2
Purpose: This study examines some novel approach for filling missing data in AIS databases. Proposed solution is designed for filling dynamic data in AIS systems.
Need for the study: In the era of globalization and intensive international trade, accurate monitoring of vessel a…
DOI: 10.18276/978-83-8419-053-1-21 · ISBN: 978-83-8419-053-1