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Author

Georgios Makridis

Observed names: George Makridis, Makridis Georgios, Makridis, Georgios
Observed institution: University of Piraeus
ORCID: 0000-0002-6165-7239
Observed ORCID: 0000-0002-6165-7239
OpenAlex ID: A5050942947
Transforming sentiment analysis in the financial domain with ChatGPT
2023 · Georgios Fatouros, John Soldatos, et al. · Machine Learning with Applications · 216
Predictive maintenance leveraging machine learning for time-series forecasting in the maritime industry
2020 · Georgios Makridis, Dimosthenis Kyriazis, et al. · IEEE International Conference on Intelligent Transportation Systems (ITSC) · 78
A deep learning approach using natural language processing and time-series forecasting towards enhanced food safety
2022 · Georgios Makridis, Philip Mavrepis, et al. · Machine Learning · 68
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Deep learning enhancing banking services: a hybrid transaction classification and cash flow prediction approach
2022 · Dimitrios Kotios, Georgios Makridis, et al. · Journal Of Big Data · 65
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XAI for All: Can Large Language Models Simplify Explainable AI?
2024 · Mavrepis, Philip, Makridis, Georgios, et al. · arXiv (Cornell University) · 59
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DeepVaR: a framework for portfolio risk assessment leveraging probabilistic deep neural networks
2022 · Georgios Fatouros, Georgios Makridis, et al. · Digital Finance · 45
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FAME: Federated Decentralized Trusted Data Marketplace for Embedded Finance
2023 · Argyro Mavrogiorgou, Athanasios Kiourtis, et al. · International Conference on Smart Applications, Communications and Networking (SmartNets) · 33
Bridging Industrial Expertise and XR with LLM-Powered Conversational Agents
2025 · Despina Tomkou, George Fatouros, et al. · International Conference on Distributed Computing in Smart Systems and the Internet of Things (DCOSS-IoT) · 26
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XR5.0: Human-Centric AI-Enabled Extended Reality Applications for Industry 5.0
2024 · Athanasios Kiourtis, Argyro Mavrogiorgou, et al. · Conference of Open Innovations Association (FRUCT) · 20
FairyLandAI: Personalized Fairy Tales utilizing ChatGPT and DALLE-3
2024 · Makridis, Georgios, Oikonomou, Athanasios, et al. · arXiv (Cornell University) · 17
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XAI enhancing cyber defence against adversarial attacks in industrial applications
2022 · Georgios Makridis, Spyros Theodoropoulos, et al. · IEEE International Conference on Image Processing, Applications and Systems (IPAS) · 17
Enhanced Food Safety Through Deep Learning for Food Recalls Prediction
2020 · Georgios Makridis, Philip Mavrepis, et al. · Lecture notes in computer science · 14
XAI for Time-Series Classification Leveraging Image Highlight Methods
2024 · Georgios Makridis, Georgios Fatouros, et al. · Communications in computer and information science · 10
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Towards a Unified Multidimensional Explainability Metric: Evaluating Trustworthiness in AI Models
2023 · Georgios Makridis, Georgios Fatouros, et al. · International Conference on Distributed Computing in Smart Systems and the Internet of Things (DCOSS-IoT) · 10
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Knowledge Graphs and interoperability techniques for hybrid-cloud deployment of FaaS applications
2022 · Georgios Fatouros, Yannis Poulakis, et al. · IEEE International Conference on Cloud Computing Technology and Science · 10
Towards Conversational AI for Human-Machine Collaborative MLOps
2025 · George Fatouros, Georgios Makridis, et al. · International Conference on Distributed Computing in Smart Systems and the Internet of Things (DCOSS-IoT) · 9
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The MobiSpaces Manifesto on Mobility Data Spaces
2024 · Christos Doulkeridis, Ioannis Chrysakis, et al. · 8
Enhancing robustness to novel visual defects through StyleGAN latent space navigation: a manufacturing use case
2024 · Spyros Theodoropoulos, Dimitrios Dardanis, et al. · Journal of Intelligent Manufacturing · 8
Enhancing Smart Agriculture Scenarios with Low-code, Pattern-oriented functionalities for Cloud/Edge collaboration
2023 · Georgios Fatouros, George Kousiouris, et al. · International Conference on Distributed Computing in Smart Systems and the Internet of Things (DCOSS-IoT) · 8
Data Marketplaces: Best Practices, Challenges, and Advancements for Embedded Finance
2023 · Athanasios Kiourtis, Argyro Mavrogiorgou, et al. · International Conference on Distributed Computing in Smart Systems and the Internet of Things (DCOSS-IoT) · 8
Personalized Finance Management for SMEs
2012 · Dimitrios Kotios, Georgios Makridis, et al. · Springer eBooks · 8
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Evaluating machine learning techniques to define the factors related to boar taint
2022 · Georgios Makridis, Evert Heyrman, et al. · Livestock Science · 7
VirtualXAI: A User-Centric Framework for Explainability Assessment Leveraging GPT-Generated Personas
2025 · Georgios Makridis, Vasileios Koukos, et al. · International Conference on Distributed Computing in Smart Systems and the Internet of Things (DCOSS-IoT) · 6
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Enhancing Explainability in Mobility Data Science Through a Combination of Methods
2024 · Georgios Makridis, Vasileios Koukos, et al. · Lecture notes in networks and systems · 6
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Comprehensive Architecture for Data Quality Assessment in Industrial IoT
2023 · Georgios Fatouros, Georgios Makridis, et al. · International Conference on Distributed Computing in Smart Systems and the Internet of Things (DCOSS-IoT) · 6
Works count: 51
Citation count: 788
H-index: 12
I10-index: 15
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