All Stories

  1. Designing Rule-Based Datasets for Interpretable and Challenging Machine Learning Tasks

    Article • Artificial Intelligence and Applications, March 2024, BON VIEW PUBLISHING PTE

    Hegler Tissot

  2. Designing NLP applications to support ICD coding: an impact analysis and guidelines to enhance baseline performance when processing patient discharge notes

    Article • Journal of Digital Health, October 2023, Luminescience Press Limited

    Hegler Tissot

  3. Towards open data discovery

    Article • April 2022, ACM (Association for Computing Machinery)

    Hegler Tissot

  4. Blending Topic-based Embeddings and Cosine Similarity for Open Data Discovery

    Article • January 2022, Scitepress

    Hegler Tissot

  5. Improving Risk Assessment of Miscarriage During Pregnancy with Knowledge Graph Embeddings

    Article • Journal of Healthcare Informatics Research, May 2021, Springer Science + Business Media

    Hegler Tissot

  6. C3SL at SemEval-2021 Task 1: Predicting Lexical Complexity of Words in Specific Contexts with Sentence Embeddings

    Article • January 2021, Association for Computational Linguistics (ACL)

    Hegler Tissot

  7. Novel Perspectives and Applications of Knowledge Graph Embeddings: From Link Prediction to Risk Assessment and Explainability

    Article • January 2021, Springer Science + Business Media

    Hegler Tissot

  8. Relative and Incomplete Time Expression Anchoring for Clinical Text

    Article • January 2020, Association for Computational Linguistics (ACL)

    Hegler Tissot

  9. Clinical Knowledge Graph Embedding Representation Bridging the Gap between Electronic Health Records and Prediction Models

    Article • December 2019, Institute of Electrical & Electronics Engineers (IEEE)

    Hegler Tissot

  10. Combining string and phonetic similarity matching to identify misspelt names of drugs in medical records written in Portuguese

    Article • Journal of Biomedical Semantics, November 2019, Springer Science + Business Media

    Hegler Tissot

  11. Normalisation of imprecise temporal expressions extracted from text

    Article • Knowledge and Information Systems, February 2019, Springer Science + Business Media

    Hegler Tissot

  12. Annotating Temporal Information in Clinical Notes for Timeline Reconstruction: Towards the Definition of Calendar Expressions

    Article • January 2019, Association for Computational Linguistics (ACL)

    Hegler Tissot

  13. Exploring logical and hierarchical information to map relational databases into ontologies

    Article • International Journal of Metadata Semantics and Ontologies, January 2019, Inderscience Publishers

    Hegler Tissot

  14. Exploring logical and hierarchical information to map relational databases into ontologies

    Article • International Journal of Metadata Semantics and Ontologies, January 2019, Inderscience Publishers

    Hegler Tissot

  15. Integrating Approximate String Matching with Phonetic String Similarity

    Article • January 2018, Springer Science + Business Media

    Hegler Tissot

  16. HEXTRATO: Using Ontology-based Constraints to Improve Accuracy on Learning Domain-specific Entity and Relationship Embedding Representation for Knowledge Resolution

    Article • January 2018, Scitepress

    Hegler Tissot

  17. Transparency Meets Management: A Monitoring and Evaluating Tool for Governmental Projects

    Article • October 2017, Institute of Electrical & Electronics Engineers (IEEE)

    Hegler Tissot

  18. UFPRSheffield: Contrasting Rule-based and Support Vector Machine Approaches to Time Expression Identification in Clinical TempEval

    Article • January 2015, Association for Computational Linguistics (ACL)

    Hegler Tissot

  19. Fast Phonetic Similarity Search over Large Repositories

    Article • January 2014, Springer Science + Business Media

    Hegler Tissot

  20. Use of Backpropagation and Differential Evolution Algorithms to Training MLPs

    Article • November 2012, Institute of Electrical & Electronics Engineers (IEEE)

    Hegler Tissot