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个人简介
MASHRURA MUSHARRAF joined the Marine Technology group at Aalto University in early 2021 as an Assistant Professor. She received her PhD (2018) and M.Eng. (2014) in Computer Engineering from Memorial University of Newfoundland, Canada. She has been an active researcher since 2012 with a vision to apply data mining, machine learning, and AI techniques to build and deploy human-centered systems and solutions and create a safer marine industry. Her expertise includes knowledge elicitation from subject matter experts, human performance data collection by conducting full-scale experiments in marine simulators, integration of different data types, and predictive and diagnostic data analysis using machine learning methods. The choice of the analytic tools used in her research is heavily influenced by their interpretability. As the foundations for futuristic ships are being set, her current and future research aims to achieve interpretability and transparency of the AI algorithms that would govern the decision -making in ship design and operation. Her e-mail address is mashrura.musharraf@aalto.fi.
研究兴趣
论文共 34 篇作者统计合作学者相似作者
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Kujala Pentti,Kulkarni Ketki, Kondratenko Aleksandr,Lu Liangliang, Winberg Casper,Li Fang,Musharraf Mashrura
International Marine Design Conference (2024)
Cold regions science and technology (2024): 104173-104173
AHFE international (2023)
Marine Policy (2023): 105858
Cold Regions Science and Technology (2023): 103876-103876
TRANSNAV-INTERNATIONAL JOURNAL ON MARINE NAVIGATION AND SAFETY OF SEA TRANSPORTATIONno. 4 (2023): 881-886
Volume 6: Polar and Arctic Sciences and Technology (2022)
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作者统计
#Papers: 34
#Citation: 415
H-Index: 9
G-Index: 20
Sociability: 4
Diversity: 2
Activity: 30
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