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@dkw-aau

Data, Knowledge, and Web Engineering

Internal GitHub repositories of DKW Group at Aalborg University, Denmark.

Hi there 👋

This is the DKW github organization.

Our research group repositories are stored here.

Repository list by project/person

The following are a list of repositories. This list is intended to help people figure what is going on in the department and what could be of interest to them. So, if you create a new repository or a new project, please update the information on this README as well. Thank you!

General

Medical Analytics

This project is concerned with developing analytic techniques over medical data.

  • Medic Transformers M-BERT Model for Solving Dowstream Medical Tasks using EHR Sequence Data for Transformer models.
  • Patient Graph Feature Inititalization Experimental Pre-initializing Node Features of an EHR Graph Using Auxiliary Domain Hierarchies
  • MIMIC for AIIM MIMIC data experiments for AIM publication: Assigning diagnosis codes from medication history
  • Alert LPR LPR experiments for AIM publication: Assigning diagnosis codes from medication history
  • MIMIC Demo for ALERT MIMIC data experiments for AIME publication: Towards assigning diagnosis codes from medication history.

RDF Indexes

SPARQL Provenance

SHACL shapes extraction, KG to PG Transformation, and SPARQL query optimization

RDF/SPARQL-star

Data Integration

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  1. qse qse Public

    Quality Shapes Extraction from very large Knowledge Graphs

    Java 10 1

  2. medic_transformer medic_transformer Public

    Experimental code for using transformer models on patient event sequences

    Python 3

  3. Lothbrok-Java Lothbrok-Java Public

    Repository for the Lothbrok implementation

    Java 2

  4. Influence_Function_Evaluation Influence_Function_Evaluation Public

    Repository of applying influence function explainability method to a weak supervision pipeline

    Jupyter Notebook 1

  5. graph_embedding_initialization graph_embedding_initialization Public

    Experimental code for HeDAI 2023 workshop

    Python 1

  6. demo-shactor demo-shactor Public

    SHACTOR: Improving the Quality of Large-Scale Knowledge Graphs with Validating Shapes

    Java 1

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Showing 10 of 37 repositories

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