Persistent homology lower bounds on high-order network distances
High-order networks are weighted hypergraphs collecting relationships between elements
of tuples, not necessarily pairs. Valid metric distances between high-order networks have …
of tuples, not necessarily pairs. Valid metric distances between high-order networks have …
Hierarchical clustering given confidence intervals of metric distances
This paper considers metric the exact dissimilarities between pairs of points are not
unknown but known to belong to some interval. The goal is to study methods for the …
unknown but known to belong to some interval. The goal is to study methods for the …
Metrics in the space of high order networks
This paper presents methods to compare high-order networks, defined as weighted
complete hypergraphs collecting relationship functions between elements of tuples. They …
complete hypergraphs collecting relationship functions between elements of tuples. They …
Persistent homology lower bounds on network distances
High order networks are weighted complete hypergraphs collecting relationships between
elements of tuples. Valid metric distances between high order networks have been defined …
elements of tuples. Valid metric distances between high order networks have been defined …
Network comparison: Embeddings and interiors
This paper presents methods to compare networks where relationships between pairs of
nodes in a given network are defined. We define such network distance by searching for the …
nodes in a given network are defined. We define such network distance by searching for the …
Persistent homology lower bounds on distances in the space of networks
High order networks are weighted hypergraphs collecting relationships between elements of
tuples, not necessarily pairs. Valid metric distances between high order networks have been …
tuples, not necessarily pairs. Valid metric distances between high order networks have been …
[書籍][B] Networked data analytics: Network comparison and applied graph signal processing
W Huang - 2018 - search.proquest.com
Networked data structures has been getting big, ubiquitous, and pervasive. As our day-to-
day activities become more incorporated with and influenced by the digital world, we rely …
day activities become more incorporated with and influenced by the digital world, we rely …