Analysis of the marine traffic safety in the Gulf of Finland. - Pentti Kujala; Maria Hänninen; Tommi Arola; Jutta Ylitalo (Reliab. Eng. Syst. Saf., 2009)

Probability modelling of vessel collisions. - Jakub Montewka; Tomasz Hinz; Pentti Kujala; Jerzy Matusiak (Reliab. Eng. Syst. Saf., 2010)

Traffic simulation based ship collision probability modeling. - Floris Goerlandt; Pentti Kujala (Reliab. Eng. Syst. Saf., 2011)

Influences of variables on ship collision probability in a Bayesian belief network model. - Maria Hänninen; Pentti Kujala (Reliab. Eng. Syst. Saf., 2012)

Bayesian network model of maritime safety management. - Maria Hänninen; Osiris A. Valdez Banda; Pentti Kujala (Expert Syst. Appl., 2014)

Bayesian network modeling of Port State Control inspection findings and ship accident involvement. - Maria Hänninen; Pentti Kujala (Expert Syst. Appl., 2014)

A framework for risk assessment for maritime transportation systems - A case study for open sea collisions involving RoPax vessels. - Jakub Montewka; Sören Ehlers; Floris Goerlandt; Tomasz Hinz; Kristjan Tabri; Pentti Kujala (Reliab. Eng. Syst. Saf., 2014)

On a systematic perspective on risk for formal safety assessment (FSA). - Jakub Montewka; Floris Goerlandt; Pentti Kujala (Reliab. Eng. Syst. Saf., 2014)

Towards the assessment of potential impact of unmanned vessels on maritime transportation safety. - Krzysztof Wróbel 003; Jakub Montewka; Pentti Kujala (Reliab. Eng. Syst. Saf., 2017)

Towards the development of a system-theoretic model for safety assessment of autonomous merchant vessels. - Krzysztof Wróbel 003; Jakub Montewka; Pentti Kujala (Reliab. Eng. Syst. Saf., 2018)

A systemic hazard analysis and management process for the concept design phase of an autonomous vessel. - Osiris A. Valdez Banda; Sirpa Kannos; Floris Goerlandt; Pieter H. A. J. M. van Gelder; Martin Bergström; Pentti Kujala (Reliab. Eng. Syst. Saf., 2019)

Review and analysis of methods for assessing maritime waterway risk based on non-accident critical events detected from AIS data. - Lei Du; Floris Goerlandt; Pentti Kujala (Reliab. Eng. Syst. Saf., 2020)

Shipborne sea-ice field mapping using a LiDAR. - Andrei Sandru; Arto Visala; Pentti Kujala (IROS, 2021)

An empirical ship domain based on evasive maneuver and perceived collision risk. - Lei Du; Osiris A. Valdez Banda; Yamin Huang; Floris Goerlandt; Pentti Kujala; Weibin Zhang (Reliab. Eng. Syst. Saf., 2021)

A Big Data Analytics Method for the Evaluation of Ship - Ship Collision Risk reflecting Hydrometeorological Conditions. - Mingyang Zhang; Jakub Montewka; Teemu Manderbacka; Pentti Kujala; Spyros Hirdaris (Reliab. Eng. Syst. Saf., 2021)

System-Level Simulation of Maritime Traffic in Northern Baltic Sea. - Ketki Kulkarni; Fang Li; Cong Liu; Mashrura Musharraf; Pentti Kujala (WSC, 2022)

An Artificial Bee Colony optimization-based approach for sizing and composition of Arctic offshore drilling support fleets considering cost-efficiency. - Aleksander A. Kondratenko; Martin Bergström; Mikko Suominen; Pentti Kujala (CoRR, 2022)

A decision-making framework for selecting an MBSE language-A case study to ship pilotage. - Sunil Basnet; Ahmad Bahootoroody; Meriam Chaal; Osiris A. Valdez Banda; Janne Lahtinen; Pentti Kujala (Expert Syst. Appl., 2022)

Developing fuzzy logic strength of evidence index and application in Bayesian networks for system risk management. - Liangliang Lu; Floris Goerlandt; Osiris A. Valdez Banda; Pentti Kujala (Expert Syst. Appl., 2022)

Prognostic health management of repairable ship systems through different autonomy degree; From current condition to fully autonomous ship. - Ahmad BahooToroody; Mohammad Mahdi Abaei; Osiris A. Valdez Banda; Pentti Kujala; Filippo De Carlo; Rouzbeh Abbassi (Reliab. Eng. Syst. Saf., 2022)

An updated method identifying collision-prone locations for ships. A case study for oil tankers navigating in the Gulf of Finland. - Jolanta Mazurek; Liangliang Lu; Przemyslaw Krata; Jakub Montewka; H. Krata; Pentti Kujala (Reliab. Eng. Syst. Saf., 2022)

A machine learning method for the evaluation of ship grounding risk in real operational conditions. - Mingyang Zhang; Pentti Kujala; Spyros Hirdaris (Reliab. Eng. Syst. Saf., 2022)

A predictive analytics method for maritime traffic flow complexity estimation in inland waterways. - Mingyang Zhang; Di Zhang 008; Shanshan Fu; Pentti Kujala; Spyros Hirdaris (Reliab. Eng. Syst. Saf., 2022)

A deep learning method for the prediction of ship fuel consumption in real operational conditions. - Mingyang Zhang; Nikolaos Tsoulakos; Pentti Kujala; Spyros Hirdaris (Eng. Appl. Artif. Intell., 2024)

Systems driven intelligent decision support methods for ship collision and grounding prevention: Present status, possible solutions, and challenges. - Mingyang Zhang; Ghalib Taimuri; Jinfen Zhang; Di Zhang 008; Xinping Yan; Pentti Kujala; Spyros Hirdaris (Reliab. Eng. Syst. Saf., 2025)