Graph-based hierarchical record clustering for unsupervised entity resolution

no code implementations • 12 Dec 2021 • Islam Akef Ebeid, John R. Talburt, Md Abdus Salam Siddique

Here we study the problem of matched record clustering in unsupervised entity resolution.

Clustering Entity Resolution

MedGraph: An experimental semantic information retrieval method using knowledge graph embedding for the biomedical citations indexed in PubMed

no code implementations • 12 Dec 2021 • Islam Akef Ebeid, Elizabeth Pierce

In addition, our results provide evidence that semantic approaches to search and relevance in biomedical digital libraries that rely on knowledge graph modeling offer better search relevance results when compared with traditional approaches in terms of objective metrics.

Biomedical Information Retrieval Information Retrieval +2

Biomedical Knowledge Graph Refinement and Completion using Graph Representation Learning and Top-K Similarity Measure

no code implementations • 18 Dec 2020 • Islam Akef Ebeid, Majdi Hassan, Tingyi Wanyan, Jack Roper, Abhik Seal, Ying Ding

Here we propose using the latest graph representation learning and embedding models to refine and complete biomedical knowledge graphs.

Drug Discovery Graph Representation Learning +1

Coronavirus Knowledge Graph: A Case Study

no code implementations • 4 Jul 2020 • Chongyan Chen, Islam Akef Ebeid, Yi Bu, Ying Ding

The emergence of the novel COVID-19 pandemic has had a significant impact on global healthcare and the economy over the past few months.

graph construction Knowledge Graphs