All Stories

  1. LLM-OFA: On-the-Fly Adaptation of Large Language Models to Address Temporal Drift Across Two Decades of News

    Article • November 2025, ACM (Association for Computing Machinery)

    Dilek Küçük

  2. Detecting Misinformation on Social Media Using Community Insights and Contrastive Learning

    Article • ACM Transactions on Intelligent Systems and Technology, December 2024, ACM (Association for Computing Machinery)

    Dilek Küçük, Oguzhan Ozcelik

  3. Prioritized Binary Transformation Method for Efficient Multi-label Classification of Data Streams with Many Labels

    Article • October 2024, ACM (Association for Computing Machinery)

    Dilek Küçük

  4. A Novel Neural Ensemble Architecture for On-The-Fly Classification of Evolving Text Streams

    Article • ACM Transactions on Knowledge Discovery from Data, December 2023, ACM (Association for Computing Machinery)

    Dilek Küçük

  5. DynED: Dynamic Ensemble Diversification in Data Stream Classification

    Article • October 2023, ACM (Association for Computing Machinery)

    Dilek Küçük, Soheil Abadifard

  6. A Tutorial on Stance Detection

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

    Dilek Küçük

  7. Stance Detection: Concepts, Approaches, Resources, and Outstanding Issues

    Article • July 2021, ACM (Association for Computing Machinery)

    Dilek Küçük

  8. Stance Detection: A Survey

    Article • ACM Computing Surveys, January 2021, ACM (Association for Computing Machinery)

    Dilek Küçük

  9. Unsupervised Concept Drift Detection with a Discriminative Classifier

    Article • November 2019, ACM (Association for Computing Machinery)

    Dilek Küçük

  10. A Novel Online Stacked Ensemble for Multi-Label Stream Classification

    Article • October 2018, ACM (Association for Computing Machinery)

    Dilek Küçük

  11. GOOWE

    Article • ACM Transactions on Knowledge Discovery from Data, April 2018, ACM (Association for Computing Machinery)

    Dilek Küçük

  12. A Theoretical Framework on the Ideal Number of Classifiers for Online Ensembles in Data Streams

    Article • October 2016, ACM (Association for Computing Machinery)

    Dilek Küçük

  13. A front-page news-selection algorithm based on topic modelling using raw text

    Article • Journal of Information Science, June 2015, SAGE Publications

    Dilek Küçük