Loukas Ilias

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 26

Top Topics

Domain Adaptation

Multitask Learning

Top Venues

Appl. Soft Comput.

Publications

Loukas Ilias, Giannis Tsapelas, Panagiotis Kapsalis, Vasilis Michalakopoulos, Giorgos Kormpakis, Spiros Mouzakitis, Dimitris Askounis
Leveraging extreme scale analytics, AI and digital twins for maritime digitalization: the VesselAI architecture. Frontiers Big Data 6 (2024)
Loukas Ilias, Elissaios Sarmas, Vangelis Marinakis, Dimitris Askounis, Haris Ch. Doukas
Unsupervised domain adaptation methods for photovoltaic power forecasting. Appl. Soft Comput. 149 (Part A) (2024)
Loukas Ilias, Spiros Mouzakitis, Dimitris Askounis
Calibration of Transformer-Based Models for Identifying Stress and Depression in Social Media. IEEE Trans. Comput. Soc. Syst. 11 (2) (2024)
Loukas Ilias, Ioannis Michail Kazelidis, Dimitris Askounis
Multimodal Detection of Bots on X (Twitter) Using Transformers. IEEE Trans. Inf. Forensics Secur. 19 (2024)
Loukas Ilias, Dimitris Askounis
Multitask learning for recognizing stress and depression in social media. Online Soc. Networks Media (2023)
Loukas Ilias, Spiros Mouzakitis, Dimitris Askounis
Calibration of Transformer-based Models for Identifying Stress and Depression in Social Media. CoRR (2023)
Loukas Ilias, Panagiotis Kapsalis, Spiros Mouzakitis, Dimitris Askounis
A Multitask Learning Framework for Predicting Ship Fuel Oil Consumption. IEEE Access 11 (2023)
Michail Chatzianastasis, Loukas Ilias, Dimitris Askounis, Michalis Vazirgiannis
Neural Architecture Search with Multimodal Fusion Methods for Diagnosing Dementia. CoRR (2023)
Michail Chatzianastasis, Loukas Ilias, Dimitris Askounis, Michalis Vazirgiannis
Neural Architecture Search with Multimodal Fusion Methods for Diagnosing Dementia. ICASSP (2023)
Vasilis Michalakopoulos, Loukas Ilias, Panagiotis Kapsalis, Spiros Mouzakitis, Dimitris Askounis
Comparison of Machine Learning Algorithms For Predicting CO2Emissions in the maritime domain. IISA (2023)
Loukas Ilias, Dimitris Askounis
Multitask learning for recognizing stress and depression in social media. CoRR (2023)
Loukas Ilias, Dimitris Askounis, John E. Psarras
Multimodal detection of epilepsy with deep neural networks. Expert Syst. Appl. 213 (Part) (2023)
Loukas Ilias, Dimitris Askounis
Context-aware attention layers coupled with optimal transport domain adaptation and multimodal fusion methods for recognizing dementia from spontaneous speech. Knowl. Based Syst. 277 (2023)
Loukas Ilias, Dimitris Askounis, John E. Psarras
Detecting dementia from speech and transcripts using transformers. Comput. Speech Lang. 79 (2023)
Konstantinos Psychogyios, Loukas Ilias, Christos Ntanos, Dimitris Askounis
Missing Value Imputation Methods for Electronic Health Records. IEEE Access 11 (2023)
Loukas Ilias, Dimitris Askounis
Context-Aware Attention Layers coupled with Optimal Transport Domain Adaptation methods for recognizing dementia from spontaneous speech. CoRR (2023)
Loukas Ilias, Ioannis Michail Kazelidis, Dimitris Askounis
Multimodal Detection of Social Spambots in Twitter using Transformers. CoRR (2023)
Loukas Ilias, Dimitris Askounis
Explainable Identification of Dementia From Transcripts Using Transformer Networks. IEEE J. Biomed. Health Informatics 26 (8) (2022)
Konstantinos Psychogyios, Loukas Ilias, Dimitris Askounis
Comparison of Missing Data Imputation Methods using the Framingham Heart study dataset. BHI (2022)
Loukas Ilias, Dimitris Askounis, John E. Psarras
A Multimodal Approach for Dementia Detection from Spontaneous Speech with Tensor Fusion Layer. CoRR (2022)
Konstantinos Psychogyios, Loukas Ilias, Dimitris Askounis
Comparison of Missing Data Imputation Methods using the Framingham Heart study dataset. CoRR (2022)
Loukas Ilias, Dimitris Askounis, John E. Psarras
A Multimodal Approach for Dementia Detection from Spontaneous Speech with Tensor Fusion Layer. BHI (2022)
Loukas Ilias, Felix Soldner, Bennett Kleinberg
Explainable Verbal Deception Detection using Transformers. CoRR (2022)
Loukas Ilias, Dimitris Askounis
Explainable Identification of Dementia from Transcripts using Transformer Networks. CoRR (2021)
Loukas Ilias, Ioanna Roussaki
Detecting malicious activity in Twitter using deep learning techniques. Appl. Soft Comput. 107 (2021)
Loukas Ilias, Dimitris Askounis, John E. Psarras
Detecting Dementia from Speech and Transcripts using Transformers. CoRR (2021)