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| Session: | Artificial Intelligence & Machine Learning for Ocean & Great Lakes 1 |
| Day: | Tuesday, September 30 |
| Time: | 1:30 PM - 3:00 PM |
| Room: | 311 |
PAPERS |
|
| Presenting Author: |
Feifei Zhou, Beijing University of Chemical Technology |
| Paper Title: | VMD-Assisted Multi-Feature BiLSTM based Marine Traffic Flow Prediction |
| Author(s): |
Feifei Zhou, Beijing University of Chemical Technology Xiangling Li, Beijing University of Chemical Technology Fengyuan Zhang, Beijing University of Chemical Technology |
| Presenting Author: |
Yuchou Chang, University of Massachusetts Dartmouth |
| Paper Title: | Hybrid LIF-Izhikevich Spiking Neural Network Model for Oceanographic Data Analysis |
| Author(s): |
Yuchou Chang, University of Massachusetts Dartmouth Alissa Kane, University of Massachusetts Dartmouth Anton Spirkin, US Naval Undersea Warfare Center Division Newport Felipe Marcelino, US Naval Undersea Warfare Center Division Newport |
| Presenting Author: |
Wei-Cheng Chen, Department of Hydraulic and Ocean Engineering, National Cheng Kung University |
| Paper Title: | Forecast of Hazardous Sea Conditions |
| Author(s): |
Wei-Cheng Chen, Department of Hydraulic and Ocean Engineering, National Cheng Kung University Dong-Jiing Doong, Department of Hydraulic and Ocean Engineering, National Cheng Kung University Ying-Chih Chen, Coastal Ocean Monitoring Center, National Cheng-Kung University Chi-Hao Chu, Marine Meteorology and Climate Division, Central Weather Administration Fang-Ru Lin, Marine Meteorology and Climate Division, Central Weather Administration |
| Presenting Author: |
Alan Hunter, University of Bath |
| Paper Title: | COLREG-Compliant Machine Learning for Safe and Legal Autonomous Maritime Navigation |
| Author(s): |
Alfie Anthony Treloar, University of Bath Dany Varghese, University of Surrey Shubhi Verma, University of Surrey Alireza Tamaddoni-Nezhad, University of Surrey Alan Hunter, University of Bath |
| Presenting Author: |
Pavly Saleh, University of Ottawa |
| Paper Title: | Navigating the Annotation Bottleneck: Active Learning for Scalable Maritime Data Analytics |
| Author(s): |
Pavly Saleh, University of Ottawa John Armitage, Larus Technologies Phillip Curtis, Larus Technologies Rami Abielmona, Larus Technologies Emil Petriu, University of Ottawa |
| Presenting Author: |
Anna Hu, University of Georgia |
| Paper Title: | Evaluation of a machine learning-based algorithmic pipeline for real-time onboard removal of glider self-noise from passive acoustic data |
| Author(s): |
Anna Hu, University of Georgia Aiden Gray, Washington and Lee University, Skidaway Institute of Oceanography/University of Georgia Guoming Li, University of Georgia Erin Meyer-Gutbrod, University of South Carolina Catherine Edwards, Skidaway Institute of Oceanography/University of Georgia |