Efficient Multi-View Graph Clustering with Local and Global Structure ...
2023年10月27日 · To tackle the issue, we propose a novel anchor-based multi-view graph clustering framework termed Efficient Multi-View Graph Clustering with Local and Global …
What is the meaning of preserving local or global structure of …
2022年3月22日 · It embeds data in a lower dimensional space in which light blue is more close to dark blue rather than yellow region, that means local structure was safely preserved, while the …
Unsupervised learning: Local and global structure preservation in ...
2023年10月1日 · PaCMAP is a dimensionality reduction technique that uses a stochastic gradient descent algorithm, boasts effective and reliable performance with preserving local and global …
propose a novel anchor-based multi-view graph clustering frame-work termed Eficient Multi-View Graph Clustering with Local and Global Structure Preservation (EMVGC-LG). Specifically, a …
Local and global structure preserving based feature selection
2012年7月15日 · In this paper, we propose two unsupervised FS methods called Local and Global Structure Preserving based Feature Selection (LGFS) and Extended LGFS (E-LGFS), …
Local and Global Structure Preservation for Robust Unsupervised ...
Abstract: This paper proposes a new unsupervised spectral feature selection method to preserve both the local and global structure of the features as well as the samples. Specifically, our …
In this paper, we propose to jointly leverage the global KG structure and entity-specific relational triples for better entity alignment. Specifically, a global structure and local semantics …
Global and Local Structure Preservation for Feature Selection
2013年11月7日 · In order to show this, we propose a global and local structure preservation framework for feature selection (GLSPFS) which integrates both global pairwise sample …
Balancing Between the Local and Global Structures (LGS) in Graph ...
2024年1月1日 · We introduce the Local-to-Global Structures (LGS) algorithm which provides a parameter-tuneable framework that can produces embeddings that span the spectrum from …
论文解读《Global Structure and Local Semantics ... - CSDN博客
通过全局结构保留网络（GCN）和基于语义信息的局部细化网络，论文提出了一种新的方法，以区分具有相似结构的实体。 实验结果显示，这种方法在知识图谱的实体对齐任务中表现优越， …
- 某些结果已被删除