Detecting malicious activity in Twitter using deep learning techniques. - Loukas Ilias; Ioanna Roussaki (Appl. Soft Comput., 2021)

A Multimodal Approach for Dementia Detection from Spontaneous Speech with Tensor Fusion Layer. - Loukas Ilias; Dimitris Askounis; John E. Psarras (BHI, 2022)

Comparison of Missing Data Imputation Methods using the Framingham Heart study dataset. - Konstantinos Psychogyios; Loukas Ilias; Dimitris Askounis (BHI, 2022)

Explainable Verbal Deception Detection using Transformers. - Loukas Ilias; Felix Soldner; Bennett Kleinberg (CoRR, 2022)

Explainable Identification of Dementia From Transcripts Using Transformer Networks. - Loukas Ilias; Dimitris Askounis (IEEE J. Biomed. Health Informatics, 2022)

Neural Architecture Search with Multimodal Fusion Methods for Diagnosing Dementia. - Michail Chatzianastasis; Loukas Ilias; Dimitris Askounis; Michalis Vazirgiannis (ICASSP, 2023)

Comparison of Machine Learning Algorithms For Predicting CO2Emissions in the maritime domain. - Vasilis Michalakopoulos; Loukas Ilias; Panagiotis Kapsalis; Spiros Mouzakitis; Dimitris Askounis (IISA, 2023)

A Multitask Learning Framework for Predicting Ship Fuel Oil Consumption. - Loukas Ilias; Panagiotis Kapsalis; Spiros Mouzakitis; Dimitris Askounis (IEEE Access, 2023)

Missing Value Imputation Methods for Electronic Health Records. - Konstantinos Psychogyios; Loukas Ilias; Christos Ntanos; Dimitris Askounis (IEEE Access, 2023)

Context-Aware Attention Layers coupled with Optimal Transport Domain Adaptation methods for recognizing dementia from spontaneous speech. - Loukas Ilias; Dimitris Askounis (CoRR, 2023)

Multimodal Detection of Social Spambots in Twitter using Transformers. - Loukas Ilias; Ioannis Michail Kazelidis; Dimitris Askounis (CoRR, 2023)

Multimodal detection of epilepsy with deep neural networks. - Loukas Ilias; Dimitris Askounis; John E. Psarras (Expert Syst. Appl., 2023)

Detecting dementia from speech and transcripts using transformers. - Loukas Ilias; Dimitris Askounis; John E. Psarras (Comput. Speech Lang., 2023)

Multitask learning for recognizing stress and depression in social media. - Loukas Ilias; Dimitris Askounis (Online Soc. Networks Media, 2023)

Context-aware attention layers coupled with optimal transport domain adaptation and multimodal fusion methods for recognizing dementia from spontaneous speech. - Loukas Ilias; Dimitris Askounis (Knowl. Based Syst., 2023)

A Cross-Attention Layer coupled with Multimodal Fusion Methods for Recognizing Depression from Spontaneous Speech. - Loukas Ilias; Dimitris Askounis (INTERSPEECH, 2024)

Convolutional Neural Networks and Mixture of Experts for Intrusion Detection in 5G Networks and beyond. - Loukas Ilias; George Doukas; Vangelis Lamprou; Christos Ntanos; Dimitris Askounis (CoRR, 2024)

Leveraging extreme scale analytics, AI and digital twins for maritime digitalization: the VesselAI architecture. - Loukas Ilias; Giannis Tsapelas; Panagiotis Kapsalis; Vasilis Michalakopoulos; Giorgos Kormpakis; Spiros Mouzakitis; Dimitris Askounis (Frontiers Big Data, 2024)

A graph neural architecture search approach for identifying bots in social media. - Georgios Tzoumanekas; Michail Chatzianastasis; Loukas Ilias; George Kiokes; John E. Psarras; Dimitris Askounis (Frontiers Artif. Intell., 2024)

Multimodal Detection of Bots on X (Twitter) Using Transformers. - Loukas Ilias; Ioannis Michail Kazelidis; Dimitris Askounis (IEEE Trans. Inf. Forensics Secur., 2024)

Calibration of Transformer-Based Models for Identifying Stress and Depression in Social Media. - Loukas Ilias; Spiros Mouzakitis; Dimitris Askounis (IEEE Trans. Comput. Soc. Syst., 2024)

Unsupervised domain adaptation methods for photovoltaic power forecasting. - Loukas Ilias; Elissaios Sarmas; Vangelis Marinakis; Dimitris Askounis; Haris Ch. Doukas (Appl. Soft Comput., 2024)

Depression detection in social media posts using transformer-based models and auxiliary features. - Marios Kerasiotis; Loukas Ilias; Dimitris Askounis (Soc. Netw. Anal. Min., 2024)

Mixture of Experts for Recognizing Depression from Interview and Reading Tasks. - Loukas Ilias; Dimitris Askounis (CoRR, 2025)

Recognition of Dysarthria in Amyotrophic Lateral Sclerosis patients using Hypernetworks. - Loukas Ilias; Dimitris Askounis (CoRR, 2025)