Loukas Ilias - RankMe

40 papers A 1Misc 1Journal 33Unranked 5

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Predicting Ship Main Engine Fuel Oil Consumption Using a Mixture of Experts Approach. IEEE Access Loukas Ilias, Afroditi Blika, Ariadni Michalitsi-Psarrou, Spiros Mouzakitis, Dimitris Askounis
2025	—	`conf`	Alzheimer's Disease Diagnosis using a Multimodal Approach with 3D MRI and PET. BIBM Loukas Ilias, Anthi-Maria Vozinaki, Christos Ntanos, Dimitris Askounis
2025	J	`jnl`	Convolutional Autoencoders Coupled With Hypernetworks for Recognizing Attacks in 5G Networks and Beyond. IEEE Open J. Commun. Soc. Loukas Ilias, Stefanos Palmos, George Doukas, Afroditi Blika, George Kiokes, Christos Ntanos, Dimitris Askounis
2025	J	`jnl`	Convolutional neural networks and mixture of experts for intrusion detection in 5G networks and beyond. Frontiers Artif. Intell. Loukas Ilias, George Doukas, Vangelis Lamprou, Christos Ntanos, Dimitris Askounis
2025	J	`jnl`	Mixture of Experts for Recognizing Depression from Interview and Reading Tasks. CoRR Loukas Ilias, Dimitris Askounis
2025	—	`conf`	Recognition of Dysarthria in Amyotrophic Lateral Sclerosis Patients Using Hypernetworks. EUSIPCO Loukas Ilias, Dimitris Askounis
2025	J	`jnl`	Recognition of Dysarthria in Amyotrophic Lateral Sclerosis patients using Hypernetworks. CoRR Loukas Ilias, Dimitris Askounis
2025	J	`jnl`	Toward Secure 5G/6G Networks: Comparing Multimodal Fusion Methods for Attack Detection. IEEE Netw. Lett. Loukas Ilias, George Doukas, Christos Ntanos, Dimitris Askounis
2024	A	`conf`	A Cross-Attention Layer coupled with Multimodal Fusion Methods for Recognizing Depression from Spontaneous Speech. INTERSPEECH Loukas Ilias, Dimitris Askounis
2024	J	`jnl`	A Graph Neural Architecture Search Approach for Identifying Bots in Social Media. CoRR Georgios Tzoumanekas, Michail Chatzianastasis, Loukas Ilias, George Kiokes, John E. Psarras, Dimitris Askounis
2024	J	`jnl`	A graph neural architecture search approach for identifying bots in social media. Frontiers Artif. Intell. Georgios Tzoumanekas, Michail Chatzianastasis, Loukas Ilias, George Kiokes, John E. Psarras, Dimitris Askounis
2024	J	`jnl`	Calibration of Transformer-Based Models for Identifying Stress and Depression in Social Media. IEEE Trans. Comput. Soc. Syst. Loukas Ilias, Spiros Mouzakitis, Dimitris Askounis
2024	J	`jnl`	Convolutional Neural Networks and Mixture of Experts for Intrusion Detection in 5G Networks and beyond. CoRR Loukas Ilias, George Doukas, Vangelis Lamprou, Christos Ntanos, Dimitris Askounis
2024	J	`jnl`	Depression detection in social media posts using transformer-based models and auxiliary features. CoRR Marios Kerasiotis, Loukas Ilias, Dimitris Askounis
2024	J	`jnl`	Depression detection in social media posts using transformer-based models and auxiliary features. Soc. Netw. Anal. Min. Marios Kerasiotis, Loukas Ilias, Dimitris Askounis
2024	J	`jnl`	Leveraging extreme scale analytics, AI and digital twins for maritime digitalization: the VesselAI architecture. Frontiers Big Data Loukas Ilias, Giannis Tsapelas, Panagiotis Kapsalis, Vasilis Michalakopoulos, Giorgos Kormpakis, Spiros Mouzakitis, Dimitris Askounis
2024	J	`jnl`	Multimodal Detection of Bots on X (Twitter) Using Transformers. IEEE Trans. Inf. Forensics Secur. Loukas Ilias, Ioannis Michail Kazelidis, Dimitris Askounis
2024	J	`jnl`	Unsupervised domain adaptation methods for photovoltaic power forecasting. Appl. Soft Comput. Loukas Ilias, Elissaios Sarmas, Vangelis Marinakis, Dimitris Askounis, Haris Ch. Doukas
2023	J	`jnl`	A Multitask Learning Framework for Predicting Ship Fuel Oil Consumption. IEEE Access Loukas Ilias, Panagiotis Kapsalis, Spiros Mouzakitis, Dimitris Askounis
2023	J	`jnl`	Calibration of Transformer-based Models for Identifying Stress and Depression in Social Media. CoRR Loukas Ilias, Spiros Mouzakitis, Dimitris Askounis
2023	—	`conf`	Comparison of Machine Learning Algorithms For Predicting CO2Emissions in the maritime domain. IISA Vasilis Michalakopoulos, Loukas Ilias, Panagiotis Kapsalis, Spiros Mouzakitis, Dimitris Askounis
2023	J	`jnl`	Context-Aware Attention Layers coupled with Optimal Transport Domain Adaptation methods for recognizing dementia from spontaneous speech. CoRR Loukas Ilias, Dimitris Askounis
2023	J	`jnl`	Context-aware attention layers coupled with optimal transport domain adaptation and multimodal fusion methods for recognizing dementia from spontaneous speech. Knowl. Based Syst. Loukas Ilias, Dimitris Askounis
2023	J	`jnl`	Detecting dementia from speech and transcripts using transformers. Comput. Speech Lang. Loukas Ilias, Dimitris Askounis, John E. Psarras
2023	J	`jnl`	Missing Value Imputation Methods for Electronic Health Records. IEEE Access Konstantinos Psychogyios, Loukas Ilias, Christos Ntanos, Dimitris Askounis
2023	J	`jnl`	Multimodal Detection of Social Spambots in Twitter using Transformers. CoRR Loukas Ilias, Ioannis Michail Kazelidis, Dimitris Askounis
2023	J	`jnl`	Multimodal detection of epilepsy with deep neural networks. Expert Syst. Appl. Loukas Ilias, Dimitris Askounis, John E. Psarras
2023	J	`jnl`	Multitask learning for recognizing stress and depression in social media. CoRR Loukas Ilias, Dimitris Askounis
2023	J	`jnl`	Multitask learning for recognizing stress and depression in social media. Online Soc. Networks Media Loukas Ilias, Dimitris Askounis
2023	Misc	`conf`	Neural Architecture Search with Multimodal Fusion Methods for Diagnosing Dementia. ICASSP Michail Chatzianastasis, Loukas Ilias, Dimitris Askounis, Michalis Vazirgiannis
2023	J	`jnl`	Neural Architecture Search with Multimodal Fusion Methods for Diagnosing Dementia. CoRR Michail Chatzianastasis, Loukas Ilias, Dimitris Askounis, Michalis Vazirgiannis
2022	—	`conf`	A Multimodal Approach for Dementia Detection from Spontaneous Speech with Tensor Fusion Layer. BHI Loukas Ilias, Dimitris Askounis, John E. Psarras
2022	J	`jnl`	A Multimodal Approach for Dementia Detection from Spontaneous Speech with Tensor Fusion Layer. CoRR Loukas Ilias, Dimitris Askounis, John E. Psarras
2022	—	`conf`	Comparison of Missing Data Imputation Methods using the Framingham Heart study dataset. BHI Konstantinos Psychogyios, Loukas Ilias, Dimitris Askounis
2022	J	`jnl`	Comparison of Missing Data Imputation Methods using the Framingham Heart study dataset. CoRR Konstantinos Psychogyios, Loukas Ilias, Dimitris Askounis
2022	J	`jnl`	Explainable Identification of Dementia From Transcripts Using Transformer Networks. IEEE J. Biomed. Health Informatics Loukas Ilias, Dimitris Askounis
2022	J	`jnl`	Explainable Verbal Deception Detection using Transformers. CoRR Loukas Ilias, Felix Soldner, Bennett Kleinberg
2021	J	`jnl`	Detecting Dementia from Speech and Transcripts using Transformers. CoRR Loukas Ilias, Dimitris Askounis, John E. Psarras
2021	J	`jnl`	Detecting malicious activity in Twitter using deep learning techniques. Appl. Soft Comput. Loukas Ilias, Ioanna Roussaki
2021	J	`jnl`	Explainable Identification of Dementia from Transcripts using Transformer Networks. CoRR Loukas Ilias, Dimitris Askounis