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2020 – today
- 2024
[j13]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): 110979 (2024)- [j12]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) - [j11]Marios Kerasiotis, Loukas Ilias, Dimitris Askounis:
Depression detection in social media posts using transformer-based models and auxiliary features. Soc. Netw. Anal. Min. 14(1): 196 (2024) - [j10]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): 1979-1990 (2024) - [j9]Loukas Ilias, Ioannis Michail Kazelidis, Dimitris Askounis:
Multimodal Detection of Bots on X (Twitter) Using Transformers. IEEE Trans. Inf. Forensics Secur. 19: 7320-7334 (2024) - [i11]Marios Kerasiotis, Loukas Ilias, Dimitris Askounis:
Depression detection in social media posts using transformer-based models and auxiliary features. CoRR abs/2409.20048 (2024) - 2023
- [j8]Konstantinos Psychogyios, Loukas Ilias, Christos Ntanos, Dimitris Askounis:
Missing Value Imputation Methods for Electronic Health Records. IEEE Access 11: 21562-21574 (2023) - [j7]Loukas Ilias, Panagiotis Kapsalis, Spiros Mouzakitis, Dimitris Askounis:
A Multitask Learning Framework for Predicting Ship Fuel Oil Consumption. IEEE Access 11: 132576-132589 (2023) - [j6]Loukas Ilias, Dimitris Askounis, John E. Psarras:
Detecting dementia from speech and transcripts using transformers. Comput. Speech Lang. 79: 101485 (2023) - [j5]Loukas Ilias, Dimitris Askounis, John E. Psarras:
Multimodal detection of epilepsy with deep neural networks. Expert Syst. Appl. 213(Part): 119010 (2023) - [j4]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: 110834 (2023) - [j3]Loukas Ilias, Dimitris Askounis:
Multitask learning for recognizing stress and depression in social media. Online Soc. Networks Media 37-38: 100270 (2023) - [c4]Michail Chatzianastasis, Loukas Ilias, Dimitris Askounis, Michalis Vazirgiannis:
Neural Architecture Search with Multimodal Fusion Methods for Diagnosing Dementia. ICASSP 2023: 1-5 - [c3]Vasilis Michalakopoulos, Loukas Ilias, Panagiotis Kapsalis, Spiros Mouzakitis, Dimitris Askounis:
Comparison of Machine Learning Algorithms For Predicting CO2Emissions in the maritime domain. IISA 2023: 1-4 - [i10]Michail Chatzianastasis, Loukas Ilias, Dimitris Askounis, Michalis Vazirgiannis:
Neural Architecture Search with Multimodal Fusion Methods for Diagnosing Dementia. CoRR abs/2302.05894 (2023) - [i9]Loukas Ilias, Dimitris Askounis:
Context-Aware Attention Layers coupled with Optimal Transport Domain Adaptation methods for recognizing dementia from spontaneous speech. CoRR abs/2305.16406 (2023) - [i8]Loukas Ilias, Spiros Mouzakitis, Dimitris Askounis:
Calibration of Transformer-based Models for Identifying Stress and Depression in Social Media. CoRR abs/2305.16797 (2023) - [i7]Loukas Ilias, Dimitris Askounis:
Multitask learning for recognizing stress and depression in social media. CoRR abs/2305.18907 (2023) - [i6]Loukas Ilias, Ioannis Michail Kazelidis, Dimitris Askounis:
Multimodal Detection of Social Spambots in Twitter using Transformers. CoRR abs/2308.14484 (2023) - 2022
- [j2]Loukas Ilias, Dimitris Askounis:
Explainable Identification of Dementia From Transcripts Using Transformer Networks. IEEE J. Biomed. Health Informatics 26(8): 4153-4164 (2022) - [c2]Loukas Ilias, Dimitris Askounis, John E. Psarras:
A Multimodal Approach for Dementia Detection from Spontaneous Speech with Tensor Fusion Layer. BHI 2022: 1-5 - [c1]Konstantinos Psychogyios, Loukas Ilias, Dimitris Askounis:
Comparison of Missing Data Imputation Methods using the Framingham Heart study dataset. BHI 2022: 1-5 - [i5]Loukas Ilias, Felix Soldner, Bennett Kleinberg:
Explainable Verbal Deception Detection using Transformers. CoRR abs/2210.03080 (2022) - [i4]Konstantinos Psychogyios, Loukas Ilias, Dimitris Askounis:
Comparison of Missing Data Imputation Methods using the Framingham Heart study dataset. CoRR abs/2210.03154 (2022) - [i3]Loukas Ilias, Dimitris Askounis, John E. Psarras:
A Multimodal Approach for Dementia Detection from Spontaneous Speech with Tensor Fusion Layer. CoRR abs/2211.04368 (2022) - 2021
- [j1]Loukas Ilias, Ioanna Roussaki:
Detecting malicious activity in Twitter using deep learning techniques. Appl. Soft Comput. 107: 107360 (2021) - [i2]Loukas Ilias, Dimitris Askounis:
Explainable Identification of Dementia from Transcripts using Transformer Networks. CoRR abs/2109.06980 (2021) - [i1]Loukas Ilias, Dimitris Askounis, John E. Psarras:
Detecting Dementia from Speech and Transcripts using Transformers. CoRR abs/2110.14769 (2021)
Coauthor Index
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