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Sponsored Design Multi-Agent AI Systems Using MCP and A2A: Engineer your own Pyt Design Multi-Agent AI Systems Using MCP and A2A: Engineer your own Pyt

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Lei Cui

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Open access Sep 2026

A Knowledge Graph-Driven Framework for Complex Vessel Behavior Recognition and Frequent Sequential Pattern Mining Using AIS Data

Understanding complex vessel behaviors in port waters is important for maritime traffic supervision, navigation safety management, and intelligent maritime decision-making. However, existing AIS-based studies often focus on isolated behavior recognition or trajectory-level analysis, with limited integration of vessel a...

Yong-Feng Suo, Ye-Ting Lin, Lei Cui et al. · 0 citations

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