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Mitigating Semantic Confusion from Hostile Neighborhood for Graph Active Learning.
Tianmeng Yang
Min Zhou
Yujing Wang
Zhengjie Lin
Lujia Pan
Bin Cui
Yunhai Tong
Published in:
CoRR (2023)
Keyphrases
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active learning
neighborhood graph
graph model
neighborhood structure
graph representation
structured data
semantic information
semi supervised
learning strategies
directed graph
minimal spanning tree
selective sampling
directed acyclic graph
graph structure
graph matching
machine learning
training set
connected components
high level
natural language
graph theoretic
graph partitioning
random walk
semantic web
labeled data
graph theory
semi supervised learning
semantic similarity
graph mining
risk management
experimental design
semantic network
supervised learning
learning process
unlabeled data
active learning strategies
transfer learning