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A correlation-based feature weighting filter for naive Bayes
Due to its simplicity, efficiency, and efficacy, naive Bayes (NB) has continued to be one of the
top 10 algorithms in the data mining and machine learning community. Of numerous …
top 10 algorithms in the data mining and machine learning community. Of numerous …
Atomic commitment across blockchains
The recent adoption of blockchain technologies and open permissionless networks suggest
the importance of peer-to-peer atomic cross-chain transaction protocols. Users should be …
the importance of peer-to-peer atomic cross-chain transaction protocols. Users should be …
Graph indexing and querying: a review
Purpose–The purpose of this paper is to provide a detailed discussion for different types of
graph queries and a different mechanism for indexing and querying graph databases …
graph queries and a different mechanism for indexing and querying graph databases …
On querying historical evolving graph sequences
In many applications, information is best represented as graphs. In a dynamic world,
information changes and so the graphs representing the information evolve with time. We …
information changes and so the graphs representing the information evolve with time. We …
A survey of typical attributed graph queries
Graphs are commonly used for representing complex structures such as social relationships,
biological interactions, and knowledge bases. In many scenarios, graphs not only represent …
biological interactions, and knowledge bases. In many scenarios, graphs not only represent …
Finding top-k similar graphs in graph databases
Querying similar graphs in graph databases has been widely studied in graph query
processing in recent years. Existing works mainly focus on subgraph similarity search and …
processing in recent years. Existing works mainly focus on subgraph similarity search and …
Neural similarity search on supergraph containment
Supergraph search is a fundamental graph query processing problem. Supergraph search
aims to find all data graphs contained in a given query graph based on the subgraph …
aims to find all data graphs contained in a given query graph based on the subgraph …
G-SPARQL: a hybrid engine for querying large attributed graphs
We propose a SPARQL-like language, G-SPARQL, for querying attributed graphs. The
language expresses types of queries which of large interest for applications which model …
language expresses types of queries which of large interest for applications which model …
TreeSpan: efficiently computing similarity all-matching
Given a query graph q and a data graph G, computing all occurrences of q in G, namely
exact all-matching, is fundamental in graph data analysis with a wide spectrum of real …
exact all-matching, is fundamental in graph data analysis with a wide spectrum of real …
Indexing query graphs to speed up graph query processing
J Wang, N Ntarmos, P Triantafillou - 2016 - eprints.gla.ac.uk
Subgraph/supergraph queries although central to graph an-alytics, are costly as they entail
the NP-Complete problem of subgraph isomorphism. We present a fresh solution, the novel …
the NP-Complete problem of subgraph isomorphism. We present a fresh solution, the novel …