[HTML][HTML] Improving the measurement of semantic similarity by combining gene ontology and co-functional network: a random walk based approach
Abstract Background Gene Ontology (GO) is one of the most popular bioinformatics
resources. In the past decade, Gene Ontology-based gene semantic similarity has been …
resources. In the past decade, Gene Ontology-based gene semantic similarity has been …
Fast and accurate random walk with restart on dynamic graphs with guarantees
Given a time-evolving graph, how can we track similarity between nodes in a fast and
accurate way, with theoretical guarantees on the convergence and the error? Random Walk …
accurate way, with theoretical guarantees on the convergence and the error? Random Walk …
Tpa: Fast, scalable, and accurate method for approximate random walk with restart on billion scale graphs
Given a large graph, how can we determine similarity between nodes in a fast and accurate
way? Random walk with restart (RWR) is a popular measure for this purpose and has been …
way? Random walk with restart (RWR) is a popular measure for this purpose and has been …
What factors influence the reviewer assignment to pull requests?
Context When external contributors want to collaborate with an open-source project, they
can send a pull request to the project core team. Subsequently, a core team member is …
can send a pull request to the project core team. Subsequently, a core team member is …
On multi-query local community detection
Local community detection, which aims to find a target community containing a set of query
nodes, has recently drawn intense research interest. The existing local community detection …
nodes, has recently drawn intense research interest. The existing local community detection …
Multiple local community detection
Community detection is a classical problem in the field of graph mining. We are interested in
local community detection where the objective is the recover the communities containing …
local community detection where the objective is the recover the communities containing …
ANTENNA, a multi-rank, multi-layered recommender system for inferring reliable drug-gene-disease associations: repurposing diazoxide as a targeted anti-cancer …
Existing drug discovery processes follow a reductionist model of “one-drug-one-gene-one-
disease,” which is inadequate to tackle complex diseases involving multiple malfunctioned …
disease,” which is inadequate to tackle complex diseases involving multiple malfunctioned …
Adaptive pattern matching with reinforcement learning for dynamic graphs
H Kanezashi, T Suzumura… - 2018 IEEE 25th …, 2018 - ieeexplore.ieee.org
Graph pattern matching algorithms to handle million-scale dynamic graphs are widely used
in many applications such as social network analytics and suspicious transaction detections …
in many applications such as social network analytics and suspicious transaction detections …
Indexed fast network proximity querying
M Coşkun, A Grama, M Koyutürk - Proceedings of the VLDB Endowment, 2018 - dl.acm.org
Node proximity queries are among the most common operations on network databases. A
common measure of node proximity is random walk based proximity, which has been shown …
common measure of node proximity is random walk based proximity, which has been shown …
Cost-efficient data acquisition on online data marketplaces for correlation analysis
Incentivized by the enormous economic profits, the data marketplace platform has been
proliferated recently. In this paper, we consider the data marketplace setting where a data …
proliferated recently. In this paper, we consider the data marketplace setting where a data …