Loukas Ilias

According to our database, Loukas Ilias authored at least 30 papers between 2021 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

A Multimodal Framework for Dementia Detection via Linguistic and Acoustic Representation Learning.

Loukas Ilias, Dimitris Askounis

CoRR, May, 2026

Predicting Ship Main Engine Fuel Oil Consumption Using a Mixture of Experts Approach.

Loukas Ilias, Afroditi Blika, Ariadni Michalitsi-Psarrou, Spiros Mouzakitis, Dimitris Askounis

IEEE Access, 2026

2025

Toward Secure 5G/6G Networks: Comparing Multimodal Fusion Methods for Attack Detection.

Loukas Ilias, George Doukas, Christos Ntanos, Dimitris Askounis

IEEE Netw. Lett., December, 2025

Mixture of Experts for Recognizing Depression from Interview and Reading Tasks.

Loukas Ilias, Dimitris Askounis

CoRR, February, 2025

Convolutional Autoencoders Coupled With Hypernetworks for Recognizing Attacks in 5G Networks and Beyond.

Loukas Ilias, Stefanos Palmos, George Doukas, Afroditi Blika, George Kiokes, Christos Ntanos, Dimitris Askounis

IEEE Open J. Commun. Soc., 2025

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

Frontiers Artif. Intell., 2025

Recognition of Dysarthria in Amyotrophic Lateral Sclerosis Patients Using Hypernetworks.

Loukas Ilias, Dimitris Askounis

Proceedings of the 33rd European Signal Processing Conference, 2025

Alzheimer's Disease Diagnosis using a Multimodal Approach with 3D MRI and PET.

Loukas Ilias, Anthi-Maria Vozinaki, Christos Ntanos, Dimitris Askounis

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2025

2024

Depression detection in social media posts using transformer-based models and auxiliary features.

Marios Kerasiotis, Loukas Ilias, Dimitris Askounis

Soc. Netw. Anal. Min., December, 2024

Unsupervised domain adaptation methods for photovoltaic power forecasting.

Loukas Ilias, Elissaios Sarmas, Vangelis Marinakis, Dimitris Askounis, Haris Ch. Doukas

Appl. Soft Comput., December, 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., April, 2024

Multimodal Detection of Bots on X (Twitter) Using Transformers.

Loukas Ilias, Ioannis Michail Kazelidis, Dimitris Askounis

IEEE Trans. Inf. Forensics Secur., 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

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 Cross-Attention Layer coupled with Multimodal Fusion Methods for Recognizing Depression from Spontaneous Speech.

Loukas Ilias, Dimitris Askounis

Proceedings of the 25th Annual Conference of the International Speech Communication Association, 2024

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., October, 2023

Multitask learning for recognizing stress and depression in social media.

Loukas Ilias, Dimitris Askounis

Online Soc. Networks Media, September, 2023

Detecting dementia from speech and transcripts using transformers.

Loukas Ilias, Dimitris Askounis, John E. Psarras

Comput. Speech Lang., April, 2023

Multimodal detection of epilepsy with deep neural networks.

Loukas Ilias, Dimitris Askounis, John E. Psarras

Expert Syst. Appl., 2023

Multimodal Detection of Social Spambots in Twitter using Transformers.

Loukas Ilias, Ioannis Michail Kazelidis, Dimitris Askounis

CoRR, 2023

Context-Aware Attention Layers coupled with Optimal Transport Domain Adaptation methods for recognizing dementia from spontaneous speech.

Loukas Ilias, Dimitris Askounis

CoRR, 2023

Missing Value Imputation Methods for Electronic Health Records.

Konstantinos Psychogyios, Loukas Ilias, Christos Ntanos, Dimitris Askounis

IEEE Access, 2023

A Multitask Learning Framework for Predicting Ship Fuel Oil Consumption.

Loukas Ilias, Panagiotis Kapsalis, Spiros Mouzakitis, Dimitris Askounis

IEEE Access, 2023

Comparison of Machine Learning Algorithms For Predicting CO2Emissions in the maritime domain.

Vasilis Michalakopoulos, Loukas Ilias, Panagiotis Kapsalis, Spiros Mouzakitis, Dimitris Askounis

Proceedings of the 14th International Conference on Information, 2023

Neural Architecture Search with Multimodal Fusion Methods for Diagnosing Dementia.

Michail Chatzianastasis, Loukas Ilias, Dimitris Askounis, Michalis Vazirgiannis

Proceedings of the IEEE International Conference on Acoustics, 2023

2022

Explainable Identification of Dementia From Transcripts Using Transformer Networks.

Loukas Ilias, Dimitris Askounis

IEEE J. Biomed. Health Informatics, 2022

Explainable Verbal Deception Detection using Transformers.

Loukas Ilias, Felix Soldner, Bennett Kleinberg

CoRR, 2022

Comparison of Missing Data Imputation Methods using the Framingham Heart study dataset.

Konstantinos Psychogyios, Loukas Ilias, Dimitris Askounis

Proceedings of the IEEE-EMBS International Conference on Biomedical and Health Informatics, 2022

A Multimodal Approach for Dementia Detection from Spontaneous Speech with Tensor Fusion Layer.

Loukas Ilias, Dimitris Askounis, John E. Psarras

Proceedings of the IEEE-EMBS International Conference on Biomedical and Health Informatics, 2022

2021

Detecting malicious activity in Twitter using deep learning techniques.

Loukas Ilias, Ioanna Roussaki

Appl. Soft Comput., 2021