Loukas Ilias

Calibration of Transformer-Based Models for Identifying Stress and Depression in Social Media

Loukas Ilias, Spiros Mouzakitis, Dimitris Askounis · IEEE Transactions on Computational Social Systems · 2023 · 74 citations · Full text

Detecting malicious activity in Twitter using deep learning techniques

Loukas Ilias, Ioanna Roussaki · Applied Soft Computing · 2021 · 70 citations · Full text

Abuse Detection, Engineering, Machine Learning +20

Multimodal detection of epilepsy with deep neural networks

Loukas Ilias, Dimitris Askounis, John Psarras · Expert Systems with Applications · 2022 · 70 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +18

Explainable Identification of Dementia From Transcripts Using Transformer Networks

Loukas Ilias, Dimitris Askounis · IEEE Journal of Biomedical and Health Informatics · 2022 · 61 citations · Full text

Llm Fine-tuning, Engineering, Machine Learning +18

Missing Value Imputation Methods for Electronic Health Records

Konstantinos Psychogyios, Loukas Ilias, Christos Ntanos et al. · IEEE Access · 2023 · 59 citations · Full text

Engineering, Machine Learning, Value Imputation Method +22