Loukas Ilias

657 total citations
24 papers, 362 citations indexed

About

Loukas Ilias is a scholar working on Artificial Intelligence, Signal Processing and Information Systems. According to data from OpenAlex, Loukas Ilias has authored 24 papers receiving a total of 362 indexed citations (citations by other indexed papers that have themselves been cited), including 15 papers in Artificial Intelligence, 8 papers in Signal Processing and 4 papers in Information Systems. Recurrent topics in Loukas Ilias's work include Spam and Phishing Detection (4 papers), Sentiment Analysis and Opinion Mining (4 papers) and Machine Learning in Healthcare (4 papers). Loukas Ilias is often cited by papers focused on Spam and Phishing Detection (4 papers), Sentiment Analysis and Opinion Mining (4 papers) and Machine Learning in Healthcare (4 papers). Loukas Ilias collaborates with scholars based in Greece and France. Loukas Ilias's co-authors include Dimitris Askounis, John Psarras, Ioanna Roussaki, Spiros Mouzakitis, Haris Doukas, Vangelis Marinakis, Elissaios Sarmas and Michalis Vazirgiannis and has published in prestigious journals such as SHILAP Revista de lepidopterología, Expert Systems with Applications and IEEE Access.

In The Last Decade

Loukas Ilias

21 papers receiving 347 citations

Peers — A (Enhanced Table)

Peers by citation overlap · career bar shows stage (early→late) cites · hero ref

Name h Career Trend Papers Cites
Loukas Ilias Greece 10 166 60 56 55 51 24 362
Betül Ay Türkiye 11 144 0.9× 34 0.6× 25 0.4× 34 0.6× 180 3.5× 22 524
Hossein Sadr Iran 11 273 1.6× 61 1.0× 13 0.2× 42 0.8× 40 0.8× 20 392
Tapotosh Ghosh Bangladesh 11 141 0.8× 25 0.4× 52 0.9× 14 0.3× 58 1.1× 20 428
Abdolhossein Sarrafzadeh New Zealand 14 144 0.9× 69 1.1× 22 0.4× 67 1.2× 15 0.3× 49 409
Suja Palaniswamy India 13 92 0.6× 20 0.3× 25 0.4× 39 0.7× 48 0.9× 63 432
E. Grace Mary Kanaga India 8 101 0.6× 34 0.6× 53 0.9× 11 0.2× 33 0.6× 47 307
Ayman Ibaida Australia 10 69 0.4× 54 0.9× 14 0.3× 92 1.7× 54 1.1× 22 457
Divyashikha Sethia India 12 99 0.6× 79 1.3× 31 0.6× 36 0.7× 172 3.4× 56 452
Değer Ayata Türkiye 8 117 0.7× 55 0.9× 48 0.9× 79 1.4× 178 3.5× 11 439
S. Mohanavalli India 8 98 0.6× 38 0.6× 42 0.8× 14 0.3× 14 0.3× 24 283

Countries citing papers authored by Loukas Ilias

Since Specialization
Citations

This map shows the geographic impact of Loukas Ilias's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Loukas Ilias with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Loukas Ilias more than expected).

Fields of papers citing papers by Loukas Ilias

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Loukas Ilias. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Loukas Ilias. The network helps show where Loukas Ilias may publish in the future.

Co-authorship network of co-authors of Loukas Ilias

This figure shows the co-authorship network connecting the top 25 collaborators of Loukas Ilias. A scholar is included among the top collaborators of Loukas Ilias based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Loukas Ilias. Loukas Ilias is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

20 of 20 papers shown
1.
Ilias, Loukas, et al.. (2026). Convolutional neural networks and mixture of experts for intrusion detection in 5G networks and beyond. Frontiers in Artificial Intelligence. 8. 1708953–1708953.
2.
Ilias, Loukas, et al.. (2025). A comparative analysis of federated learning strategies for short-term photovoltaic power forecasting. Energy Reports. 13. 4223–4235. 4 indexed citations
3.
Ilias, Loukas, et al.. (2025). Convolutional Autoencoders Coupled With Hypernetworks for Recognizing Attacks in 5G Networks and Beyond. IEEE Open Journal of the Communications Society. 6. 7885–7898.
4.
Ilias, Loukas, et al.. (2024). Multimodal Detection of Bots on X (Twitter) Using Transformers. IEEE Transactions on Information Forensics and Security. 19. 7320–7334. 5 indexed citations
5.
Ilias, Loukas, et al.. (2024). A graph neural architecture search approach for identifying bots in social media. Frontiers in Artificial Intelligence. 7. 1509179–1509179.
6.
Ilias, Loukas & Dimitris Askounis. (2024). A Cross-Attention Layer coupled with Multimodal Fusion Methods for Recognizing Depression from Spontaneous Speech. 912–916. 3 indexed citations
7.
Ilias, Loukas, et al.. (2024). Depression detection in social media posts using transformer-based models and auxiliary features. Social Network Analysis and Mining. 14(1). 7 indexed citations
8.
Ilias, Loukas, Elissaios Sarmas, Vangelis Marinakis, Dimitris Askounis, & Haris Doukas. (2023). Unsupervised domain adaptation methods for photovoltaic power forecasting. Applied Soft Computing. 149. 110979–110979. 28 indexed citations
9.
Ilias, Loukas, et al.. (2023). Leveraging extreme scale analytics, AI and digital twins for maritime digitalization: the VesselAI architecture. Frontiers in Big Data. 6. 1220348–1220348. 3 indexed citations
10.
Ilias, Loukas, Spiros Mouzakitis, & Dimitris Askounis. (2023). Calibration of Transformer-Based Models for Identifying Stress and Depression in Social Media. IEEE Transactions on Computational Social Systems. 11(2). 1979–1990. 45 indexed citations
11.
Ilias, Loukas, et al.. (2023). A Multitask Learning Framework for Predicting Ship Fuel Oil Consumption. IEEE Access. 11. 132576–132589. 9 indexed citations
12.
13.
Ilias, Loukas, et al.. (2023). Overview of methods and available tools used in complex brain disorders. SHILAP Revista de lepidopterología. 3. 152–152. 1 indexed citations
14.
Ilias, Loukas & Dimitris Askounis. (2023). Multitask learning for recognizing stress and depression in social media. 37-38. 100270–100270. 6 indexed citations
15.
Ilias, Loukas, et al.. (2023). Missing Value Imputation Methods for Electronic Health Records. IEEE Access. 11. 21562–21574. 30 indexed citations
16.
Ilias, Loukas, Dimitris Askounis, & John Psarras. (2023). Detecting dementia from speech and transcripts using transformers. Computer Speech & Language. 79. 101485–101485. 21 indexed citations
17.
Ilias, Loukas & Dimitris Askounis. (2023). Context-aware attention layers coupled with optimal transport domain adaptation and multimodal fusion methods for recognizing dementia from spontaneous speech. Knowledge-Based Systems. 277. 110834–110834. 15 indexed citations
18.
Ilias, Loukas & Dimitris Askounis. (2022). Multimodal Deep Learning Models for Detecting Dementia From Speech and Transcripts. Frontiers in Aging Neuroscience. 14. 830943–830943. 27 indexed citations
19.
Ilias, Loukas & Dimitris Askounis. (2022). Explainable Identification of Dementia From Transcripts Using Transformer Networks. IEEE Journal of Biomedical and Health Informatics. 26(8). 4153–4164. 45 indexed citations
20.
Ilias, Loukas, Dimitris Askounis, & John Psarras. (2022). Multimodal detection of epilepsy with deep neural networks. Expert Systems with Applications. 213. 119010–119010. 43 indexed citations

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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2026