All Stories

  1. Local Explanation of Dimensionality Reduction

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

    Grigorios Tsoumakas, Ioannis Mollas, Prof Nick Bassiliades

  2. Improving Zero-Shot Entity Retrieval through Effective Dense Representations

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

    Grigorios Tsoumakas

  3. Evaluating and combining interpretations of machine learning models' decisions via argumentation

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

    Grigorios Tsoumakas, Ioannis Mollas, Prof Nick Bassiliades

  4. Short-term Load Forecasting With Clustered Hybrid Models Based On Hour Granularity

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

    Stamatis Karlos, Grigorios Tsoumakas

  5. Zero-Shot Classification of Biomedical Articles with Emerging MeSH Descriptors

    Article • September 2020, ACM (Association for Computing Machinery)

    Grigorios Tsoumakas, Stamatis Karlos

  6. Studying the Evolution of Greek Words via Word Embeddings

    Article • September 2020, ACM (Association for Computing Machinery)

    Grigorios Tsoumakas

  7. Machine Learning Methods for Customer's Payment Acceptance Prediction in an Electricity Distribution Company

    Article • September 2017, ACM (Association for Computing Machinery)

    Grigorios Tsoumakas

  8. Discovering and Exploiting Deterministic Label Relationships in Multi-Label Learning

    Article • August 2015, ACM (Association for Computing Machinery)

    Grigorios Tsoumakas