Pentti Kujala

27 papers A 1Misc 1Journal 25
YearRankTypeTitle / Venue / Authors
2026 J jnl
A Proactive Defense: An Open-Source Intelligence (OSINT) Framework for Maritime Cybersecurity.
IEEE Access
Ahmed Nagi Nasr, Aybars Oruç, Ricardo Lugo, Inga Zaitseva-Pärnaste, Pentti Kujala
2026 J jnl
A hierarchical Bayesian approach for the modelling of ice force peaks on ship hull considering ice Thickness, concentration and floe size.
Adv. Eng. Informatics
Boyang Jiao, Liangliang Lu, Fang Li, Pentti Kujala
2025 J jnl
Systems driven intelligent decision support methods for ship collision and grounding prevention: Present status, possible solutions, and challenges.
Reliab. Eng. Syst. Saf.
Mingyang Zhang, Ghalib Taimuri, Jinfen Zhang, Di Zhang, Xinping Yan, Pentti Kujala, Spyros Hirdaris
2024 J jnl
A deep learning method for the prediction of ship fuel consumption in real operational conditions.
Eng. Appl. Artif. Intell.
Mingyang Zhang, Nikolaos Tsoulakos, Pentti Kujala, Spyros Hirdaris
2022 J jnl
A decision-making framework for selecting an MBSE language-A case study to ship pilotage.
Expert Syst. Appl.
Sunil Basnet, Ahmad Bahootoroody, Meriam Chaal, Osiris A. Valdez Banda, Janne Lahtinen, Pentti Kujala
2022 J jnl
A machine learning method for the evaluation of ship grounding risk in real operational conditions.
Reliab. Eng. Syst. Saf.
Mingyang Zhang, Pentti Kujala, Spyros Hirdaris
2022 J jnl
A predictive analytics method for maritime traffic flow complexity estimation in inland waterways.
Reliab. Eng. Syst. Saf.
Mingyang Zhang, Di Zhang, Shanshan Fu, Pentti Kujala, Spyros Hirdaris
2022 J jnl
An Artificial Bee Colony optimization-based approach for sizing and composition of Arctic offshore drilling support fleets considering cost-efficiency.
CoRR
Aleksander A. Kondratenko, Martin Bergström, Mikko Suominen, Pentti Kujala
2022 J jnl
An updated method identifying collision-prone locations for ships. A case study for oil tankers navigating in the Gulf of Finland.
Reliab. Eng. Syst. Saf.
Jolanta Mazurek, Liangliang Lu, Przemyslaw Krata, Jakub Montewka, H. Krata, Pentti Kujala
2022 J jnl
Developing fuzzy logic strength of evidence index and application in Bayesian networks for system risk management.
Expert Syst. Appl.
Liangliang Lu, Floris Goerlandt, Osiris A. Valdez Banda, Pentti Kujala
2022 J jnl
Prognostic health management of repairable ship systems through different autonomy degree; From current condition to fully autonomous ship.
Reliab. Eng. Syst. Saf.
Ahmad Bahootoroody, Mohammad Mahdi Abaei, Osiris A. Valdez Banda, Pentti Kujala, Filippo De Carlo, Rouzbeh Abbassi
2022 Misc conf
System-Level Simulation of Maritime Traffic in Northern Baltic Sea.
WSC
Ketki Kulkarni, Fang Li, Cong Liu, Mashrura Musharraf, Pentti Kujala
2021 J jnl
A Big Data Analytics Method for the Evaluation of Ship - Ship Collision Risk reflecting Hydrometeorological Conditions.
Reliab. Eng. Syst. Saf.
Mingyang Zhang, Jakub Montewka, Teemu Manderbacka, Pentti Kujala, Spyros Hirdaris
2021 J jnl
An empirical ship domain based on evasive maneuver and perceived collision risk.
Reliab. Eng. Syst. Saf.
Lei Du, Osiris A. Valdez Banda, Yamin Huang, Floris Goerlandt, Pentti Kujala, Weibin Zhang
2021 A conf
Shipborne sea-ice field mapping using a LiDAR.
IROS
Andrei Sandru, Arto Visala, Pentti Kujala
2020 J jnl
Review and analysis of methods for assessing maritime waterway risk based on non-accident critical events detected from AIS data.
Reliab. Eng. Syst. Saf.
Lei Du, Floris Goerlandt, Pentti Kujala
2019 J jnl
A systemic hazard analysis and management process for the concept design phase of an autonomous vessel.
Reliab. Eng. Syst. Saf.
Osiris A. Valdez Banda, Sirpa Kannos, Floris Goerlandt, Pieter H. A. J. M. van Gelder, Martin Bergström, Pentti Kujala
2018 J jnl
Towards the development of a system-theoretic model for safety assessment of autonomous merchant vessels.
Reliab. Eng. Syst. Saf.
Krzysztof Wróbel, Jakub Montewka, Pentti Kujala
2017 J jnl
Towards the assessment of potential impact of unmanned vessels on maritime transportation safety.
Reliab. Eng. Syst. Saf.
Krzysztof Wróbel, Jakub Montewka, Pentti Kujala
2014 J jnl
A framework for risk assessment for maritime transportation systems - A case study for open sea collisions involving RoPax vessels.
Reliab. Eng. Syst. Saf.
Jakub Montewka, Sören Ehlers, Floris Goerlandt, Tomasz Hinz, Kristjan Tabri, Pentti Kujala
2014 J jnl
Bayesian network model of maritime safety management.
Expert Syst. Appl.
Maria Hänninen, Osiris A. Valdez Banda, Pentti Kujala
2014 J jnl
Bayesian network modeling of Port State Control inspection findings and ship accident involvement.
Expert Syst. Appl.
Maria Hänninen, Pentti Kujala
2014 J jnl
On a systematic perspective on risk for formal safety assessment (FSA).
Reliab. Eng. Syst. Saf.
Jakub Montewka, Floris Goerlandt, Pentti Kujala
2012 J jnl
Influences of variables on ship collision probability in a Bayesian belief network model.
Reliab. Eng. Syst. Saf.
Maria Hänninen, Pentti Kujala
2011 J jnl
Traffic simulation based ship collision probability modeling.
Reliab. Eng. Syst. Saf.
Floris Goerlandt, Pentti Kujala
2010 J jnl
Probability modelling of vessel collisions.
Reliab. Eng. Syst. Saf.
Jakub Montewka, Tomasz Hinz, Pentti Kujala, Jerzy Matusiak
2009 J jnl
Analysis of the marine traffic safety in the Gulf of Finland.
Reliab. Eng. Syst. Saf.
Pentti Kujala, Maria Hänninen, Tommi Arola, Jutta Ylitalo