| Detecting malicious activity in Twitter using deep learning techniques L Ilias, I Roussaki Applied Soft Computing 107, 107360, 2021 | 54 | 2021 |
| Multimodal detection of epilepsy with deep neural networks L Ilias, D Askounis, J Psarras Expert Systems with Applications 213, 119010, 2023 | 31 | 2023 |
| Explainable identification of dementia from transcripts using transformer networks L Ilias, D Askounis IEEE Journal of Biomedical and Health Informatics 26 (8), 4153-4164, 2022 | 30 | 2022 |
| Multimodal deep learning models for detecting dementia from speech and transcripts L Ilias, D Askounis Frontiers in Aging Neuroscience 14, 830943, 2022 | 20 | 2022 |
| Detecting dementia from speech and transcripts using transformers L Ilias, D Askounis, J Psarras Computer Speech & Language 79, 101485, 2023 | 19 | 2023 |
| Missing Value Imputation Methods for Electronic Health Records K Psychogyios, L Ilias, C Ntanos, D Askounis IEEE Access 11, 21562-21574, 2023 | 13 | 2023 |
| Calibration of Transformer-Based Models for Identifying Stress and Depression in Social Media L Ilias, S Mouzakitis, D Askounis IEEE Transactions on Computational Social Systems, 2023 | 12 | 2023 |
| Comparison of Missing Data Imputation Methods using the Framingham Heart study dataset K Psychogyios, L Ilias, D Askounis 2022 IEEE-EMBS International Conference on Biomedical and Health Informatics …, 2022 | 7 | 2022 |
| Unsupervised domain adaptation methods for photovoltaic power forecasting L Ilias, E Sarmas, V Marinakis, D Askounis, H Doukas Applied Soft Computing 149, 110979, 2023 | 5 | 2023 |
| Neural Architecture Search with Multimodal Fusion Methods for Diagnosing Dementia M Chatzianastasis, L Ilias, D Askounis, M Vazirgiannis ICASSP 2023-2023 IEEE International Conference on Acoustics, Speech and …, 2023 | 5 | 2023 |
| Explainable Verbal Deception Detection using Transformers L Ilias, F Soldner, B Kleinberg arXiv preprint arXiv:2210.03080, 2022 | 5 | 2022 |
| A Multimodal Approach for Dementia Detection from Spontaneous Speech with Tensor Fusion Layer L Ilias, D Askounis, J Psarras 2022 IEEE-EMBS International Conference on Biomedical and Health Informatics …, 2022 | 5 | 2022 |
| Context-aware attention layers coupled with optimal transport domain adaptation and multimodal fusion methods for recognizing dementia from spontaneous speech L Ilias, D Askounis Knowledge-Based Systems 277, 110834, 2023 | 2 | 2023 |
| Multitask learning for recognizing stress and depression in social media L Ilias, D Askounis Online Social Networks and Media 37, 100270, 2023 | 2 | 2023 |
| Multimodal Detection of Social Spambots in Twitter using Transformers L Ilias, IM Kazelidis, D Askounis arXiv preprint arXiv:2308.14484, 2023 | 2 | 2023 |
| Overview of methods and available tools used in complex brain disorders L Ilias, G Doukas, M Kontoulis, K Alexakis, A Michalitsi-Psarrou, C Ntanos, ... Open Research Europe 3, 2023 | 1 | 2023 |
| A Multitask Learning Framework for Predicting Ship Fuel Oil Consumption L Ilias, P Kapsalis, S Mouzakitis, D Askounis IEEE Access 11, 132576-132589, 2023 | | 2023 |
| Mes-CoBraD: an open-source research platform for integrated epilepsy-EEG data collection and analysis I Stavropoulos, M Kontoulis, L Ilias, G Doukas, E Nianiou, M Pina, ... EPILEPSIA 64, 59-59, 2023 | | 2023 |
| Comparison of Machine Learning Algorithms For Predicting CO2Emissions in the maritime domain V Michalakopoulos, L Ilias, P Kapsalis, S Mouzakitis, D Askounis 2023 14th International Conference on Information, Intelligence, Systems …, 2023 | | 2023 |
| Leveraging extreme scale analytics, AI and digital twins for maritime digitalization: the VesselAI architecture L Ilias, G Tsapelas, P Kapsalis, V Michalakopoulos, G Kormpakis, ... Frontiers in Big Data 6, 2023 | | 2023 |
Dimitris AskounisAssociate Professor, National Technical University of AthensΗ διεύθυνση ηλεκτρονικού ταχυδρομείου έχει επαληθευτεί στον τομέα epu.ntua.gr
