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Zizhao Zhang

Harbin Engineering University

SCHOLARLY PAPERS

6

DOWNLOADS

267

TOTAL CITATIONS

0

Scholarly Papers (6)

1.

Research on the Failure Modes of Autonomous Navigation Equipment Based on the Improved Expert Evaluation Method

Number of pages: 25 Posted: 09 Dec 2023
Harbin Engineering University, Harbin Engineering University, Harbin Engineering University, affiliation not provided to SSRN and Harbin Engineering University
Downloads 74 (844,901)

Abstract:

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AHP-EWM-TOPSIS, expert evaluation method, equipment failure modes, autonomous navigation vessels

2.

Research on Constructing and Reasoning the Collision Accident Knowledge Graph of Autonomous Navigation Ship Based on Enhanced Bert Model

Number of pages: 23 Posted: 22 Jan 2025
Harbin Engineering University, Harbin Engineering University, Harbin Engineering University, Harbin Engineering University and Harbin Engineering University
Downloads 50 (1,063,489)

Abstract:

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Named Entity Recognition, Collision Accident, Autonomous Navigation Ship, Bidirectional Encoder Representations from Transformers Model, Knowledge Graph Reasoning

3.

Risk Assessment for Autonomous Navigation System Based on Knowledge Graph

Number of pages: 42 Posted: 25 Apr 2024
Harbin Engineering University, Harbin Engineering University, Harbin Engineering University, Harbin Engineering University and Harbin Engineering University
Downloads 49 (1,074,648)

Abstract:

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AISM, Knowledge graph, autonomous navigation vessel, Multiple Systems Correlation, Failure Propagation Path

4.

Research on the Knowledge Graph for Autonomous Navigation Ship Collision Accidents Based on the Enhanced Bert Model

Number of pages: 21 Posted: 07 Oct 2024
Harbin Engineering University, Harbin Engineering University, Harbin Engineering University, Harbin Engineering University and Harbin Engineering University
Downloads 42 (1,157,785)

Abstract:

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Autonomous Navigation Ship, Enhanced BERT Model, Knowledge Graph, Collision Accident, Named Entity Recognition

Graph-Structured Data Analysis of Component Failure in Autonomous Cargo Ships Based on Feature Fusion

Number of pages: 24 Posted: 31 Mar 2025
Harbin Engineering University, Harbin Engineering University, Harbin Engineering University, Harbin Engineering University and Harbin Engineering University
Downloads 26 (1,415,710)

Abstract:

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Autonomous cargo ship, Component failure, Hybrid feature fusion, Graph-structured dataset, Focused crawler

Graph-Structured Data Analysis of Component Failure in Autonomous Cargo Ships Based on Feature Fusion

Number of pages: 23 Posted: 27 Nov 2025
Harbin Engineering University, Harbin Engineering University, Harbin Engineering University, Harbin Engineering University and Harbin Engineering University
Downloads 14 (1,570,077)

Abstract:

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Autonomous cargo ship, Component failure, feature fusion, Graph-structured dataset, Focused crawler

6.

Towards Reliable Intelligent Decision-making Systems: Implicit and Explicit Correlation Analysis with Hypergraph Neural Networks

Number of pages: 29 Posted: 13 Mar 2026
Zizhao Zhang, Zhuang Kang, Liping Sun and Jichuan Kang
Harbin Engineering University, Harbin Engineering University, Harbin Engineering University and Harbin Engineering University
Downloads 12 (1,526,714)

Abstract:

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Implicit and explicit correlation, Hypergraph neural network, Rule mining, Decision system, Fine-tuning large models