Using Graph Embedding Techniques in Process-Oriented Case-Based Reasoning

Using Graph Embedding Techniques in Process-Oriented Case-Based Reasoning

Similarity-based retrieval of semantic graphs is a core task of Process-Oriented Case-Based Reasoning (POCBR) with applications in real-world scenarios, e.g., in smart manufacturing. The involved similarity computation is usually complex and time-consuming, as it requires some kind of inexact graph...

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Bibliographic Details
Main Authors: Maximilian Hoffmann, Ralph Bergmann
Format: Article
Language:English
Published: MDPI AG 2022-01-01
Series:Algorithms
Subjects:
Case-Based Reasoning
Process-Oriented Case-Based Reasoning
graph embedding
Siamese Graph Neural Networks
similarity-based retrieval
neural networks
Online Access:https://www.mdpi.com/1999-4893/15/2/27

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https://www.mdpi.com/1999-4893/15/2/27

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