Research output per year
Research output per year
Research activity per year
I am an assistant professor of Marine Technology. My research interest is in applying data mining, machine learning, and AI techniques to build and deploy human-centered systems and solutions and create a safer marine industry. With the successful demonstration of the world’s first fully autonomous ferry, it is anticipated that ship intelligence will continue to reshape the maritime industry in the coming years. While decision-making by autonomous systems is somewhat straightforward for local vessel operations, it would be fairly complex for ocean-going ships in harsh conditions. For marine operations in ice, optimized task performance is not the only issue, rather auxiliary criteria such as safety and reliability are equally important. As the foundations for futuristic ships are being set, my research aims to acknowledge the importance of interpretability and transparency of the AI algorithms that would replace or support the limited crew on board.
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
Research output: Contribution to journal › Article › Scientific › peer-review
Research output: Contribution to journal › Article › Scientific › peer-review
Research output: Working paper › Preprint › Scientific
Research output: Working paper › Preprint › Scientific
Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review
Musharraf, M. (Principal investigator)
01/12/2024 → 30/11/2027
Project: RCF SRC (STN)
Musharraf, M. (Principal investigator)
01/09/2022 → 31/08/2026
Project: RCF Academy Project
Hirdaris, S. (Member), Goerlandt, F. (Member), Inkinen, T. (Member), Kuikka, S. (Member), Montewka, J. (Member), Musharraf, M. (Member), Prause, G. (Member) & Wisz, M. (Member)
Activity: Participating in or organising an event types › Membership of a scientific or program committee of a conference or seminar
20/12/2022
1 item of Media coverage
Press/Media: Media appearance
04/11/2022
1 item of Media coverage
Press/Media: Media appearance