Georgios Makridis

According to our database, Georgios Makridis authored at least 22 papers between 2020 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

XR5.0: Human-Centric AI-Enabled Extended Reality Applications for the Industry 5.0 Era.

John Soldatos, Georgios Makridis, Fotis Liarokapis

ERCIM News, 2024

FairyLandAI: Personalized Fairy Tales utilizing ChatGPT and DALLE-3.

Georgios Makridis, Athanasios Oikonomou, Vasileios Koukos

CoRR, 2024

XAI for All: Can Large Language Models Simplify Explainable AI?

Philip Mavrepis, Georgios Makridis, Georgios Fatouros, Vasileios Koukos, Maria Margarita Separdani, Dimosthenis Kyriazis

CoRR, 2024

The MobiSpaces Manifesto on Mobility Data Spaces.

Christos Doulkeridis, Ioannis Chrysakis, Sophia Karagiorgou, Pavlos Kranas, Georgios Makridis, Yannis Theodoridis

Proceedings of the 4th Eclipse Security, 2024

Enhancing Explainability in Mobility Data Science Through a Combination of Methods.

Georgios Makridis, Vasileios Koukos, Georgios Fatouros, Maria Margarita Separdani, Dimosthenis Kyriazis

Proceedings of the Intelligent Computing, 2024

Robust Novel Defect Detection with Neurosymbolic AI.

Spyros Theodoropoulos, Georgios Makridis, Dimosthenis Kyriazis, Panayiotis Tsanakas

Proceedings of the Advances in Production Management Systems. Production Management Systems for Volatile, Uncertain, Complex, and Ambiguous Environments, 2024

2023

A deep learning approach using natural language processing and time-series forecasting towards enhanced food safety.

Georgios Makridis, Philip Mavrepis, Dimosthenis Kyriazis

Mach. Learn., April, 2023

Enhancing Explainability in Mobility Data Science through a combination of methods.

Georgios Makridis, Vasileios Koukos, Georgios Fatouros, Dimosthenis Kyriazis

CoRR, 2023

XAI for time-series classification leveraging image highlight methods.

Georgios Makridis, Georgios Fatouros, Vasileios Koukos, Dimitrios Kotios, Dimosthenis Kyriazis, Ioannis Soldatos

CoRR, 2023

Transforming Sentiment Analysis in the Financial Domain with ChatGPT.

Georgios Fatouros, John Soldatos, Kalliopi Kouroumali, Georgios Makridis, Dimosthenis Kyriazis

CoRR, 2023

FAME: Federated Decentralized Trusted Data Marketplace for Embedded Finance.

Argyro Mavrogiorgou, Athanasios Kiourtis, Georgios Makridis, Dimitrios Kotios, Vasileios Koukos, Dimosthenis Kyriazis, John Soldatos, Georgios Fatouros, Dimitrios Drakoulis, Pedro Maló, Martin Serrano, Mauro Isaja, Raquel Lazcano, Juan Manuel Vera, Fabiana Fournier, Lior Limonad, Konstantinos Perakis, Dimitrios Miltiadou, Pavlos Kranas, Alper Sen, Irene Zattarin, Ernesto Troiano

Proceedings of the International Conference on Smart Applications, 2023

XAI for Time-Series Classification Leveraging Image Highlight Methods.

Georgios Makridis, Georgios Fatouros, Vasileios Koukos, Dimitrios Kotios, Dimosthenis Kyriazis, John Soldatos

Proceedings of the Management of Digital EcoSystems - 15th International Conference, 2023

Towards a Unified Multidimensional Explainability Metric: Evaluating Trustworthiness in AI Models.

Georgios Makridis, Georgios Fatouros, Athanasios Kiourtis, Dimitrios Kotios, Vasileios Koukos, Dimosthenis Kyriazis, John Soldatos

Proceedings of the 19th International Conference on Distributed Computing in Smart Systems and the Internet of Things, 2023

Data Marketplaces: Best Practices, Challenges, and Advancements for Embedded Finance.

Athanasios Kiourtis, Argyro Mavrogiorgou, Georgios Makridis, Georgios Fatouros, John Soldatos, Dimosthenis Kyriazis

Proceedings of the 19th International Conference on Distributed Computing in Smart Systems and the Internet of Things, 2023

Comprehensive Architecture for Data Quality Assessment in Industrial IoT.

Georgios Fatouros, Georgios Makridis, Argyro Mavrogiorgou, John Soldatos, Michael Filippakis, Dimosthenis Kyriazis

Proceedings of the 19th International Conference on Distributed Computing in Smart Systems and the Internet of Things, 2023

Enhancing Smart Agriculture Scenarios with Low-code, Pattern-oriented functionalities for Cloud/Edge collaboration.

Georgios Fatouros, George Kousiouris, Théophile Lohier, Georgios Makridis, Ariana Polyviou, John Soldatos, Dimosthenis Kyriazis

Proceedings of the 19th International Conference on Distributed Computing in Smart Systems and the Internet of Things, 2023

Enhanced Runtime-Adaptable Routing for Serverless Functions based on Performance and Cost Tradeoffs in Hybrid Cloud Settings.

Georgios Fatouros, George Kousiouris, Georgios Makridis, John Soldatos, Michael Filippakis, Dimosthenis Kyriazis

Proceedings of the IEEE International Conference on Cloud Computing Technology and Science, 2023

2022

Deep learning enhancing banking services: a hybrid transaction classification and cash flow prediction approach.

Dimitrios Kotios, Georgios Makridis, Georgios Fatouros, Dimosthenis Kyriazis

J. Big Data, 2022

XAI enhancing cyber defence against adversarial attacks in industrial applications.

Georgios Makridis, Spyros Theodoropoulos, Dimitrios Dardanis, Ioannis Makridis, Maria Margarita Separdani, Georgios Fatouros, Dimosthenis Kyriazis, Panagiotis Koulouris

Proceedings of the 5th IEEE International Conference on Image Processing Applications and Systems, 2022

Knowledge Graphs and interoperability techniques for hybrid-cloud deployment of FaaS applications.

Georgios Fatouros, Yannis Poulakis, Ariana Polyviou, Stylianos Tsarsitalidis, Georgios Makridis, John Soldatos, George Kousiouris, Michael Filippakis, Dimosthenis Kyriazis

Proceedings of the IEEE International Conference on Cloud Computing Technology and Science, 2022

2020

Predictive maintenance leveraging machine learning for time-series forecasting in the maritime industry.

Georgios Makridis, Dimosthenis Kyriazis, Stathis Plitsos

Proceedings of the 23rd IEEE International Conference on Intelligent Transportation Systems, 2020

Enhanced Food Safety Through Deep Learning for Food Recalls Prediction.

Georgios Makridis, Philip Mavrepis, Dimosthenis Kyriazis, Ioanna Polychronou, Stathis Kaloudis

Proceedings of the Discovery Science - 23rd International Conference, 2020