Research output per year
Research output per year
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Dive into the research topics where Cong Liu is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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Decision-support for winter navigation operations
Kulkarni, K., Musharraf, M., Liu, C. & Kujala, P., 2023.Research output: Contribution to conference › Abstract › Scientific › peer-review
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Factor analysis of icebreaker assistance operation for ice-going ships in the Baltic Sea
Liu, C., Kulkarni, K., Musharraf, M. & Kujala, P., 2023, (Accepted/In press) Proceedings of the International Conference on Port and Ocean Engineering under Arctic Conditions, POAC. International Conference on Port and Ocean Engineering under Arctic Conditions (POAC), Vol. 2023-June. (Proceedings : International Conference on Port and Ocean Engineering under Arctic Conditions).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review
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Navigation modes classification using a machine learning method
Liu, C., Musharraf, M. & Kulkarni, K., 2023.Research output: Contribution to conference › Abstract › Scientific › peer-review
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A data mining method for automatic identification and analysis of icebreaker assistance operation in ice-covered waters
Liu, C., Musharraf, M., Li, F. & Kujala, P., 15 Dec 2022, In: Ocean Engineering. 266, 16 p., 112914.Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile7 Citations (Scopus)41 Downloads (Pure) -
BIG DATA ANALYTICS for ASSISTANCE OPERATION IDENTIFICATION in ICE-COVERED WATERS
Liu, C., Musharraf, M., Toivola, J. & Kujala, P., 2022, Polar and Arctic Sciences and Technology. American Society of Mechanical Engineers, V006T07A006. (Proceedings of the International Conference on Offshore Mechanics and Arctic Engineering - OMAE; vol. 6).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review
1 Citation (Scopus)
Projects
- 1 Active
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Human centered automation: Human centered automation – what the future of intelligent ships should look like
Musharraf, M., Kulkarni, K. & Liu, C.
01/09/2022 → 31/08/2026
Project: Academy of Finland: Other research funding