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Journals

Journals

2024
  • Gkikas, D. C., & Theodoridis, P. K. (2024). Predicting Online Shopping Behavior: Using Machine Learning and Google Analytics to Classify User Engagement. Applied Sciences, 14(23), 11403. https://doi.org/10.3390/app142311403

  • Gkikas MC, Gkikas DC, Vonitsanos G, Theodorou JA, Sioutas S. (2024). Application of Machine Learning for Predictive Analysis and Management of Mediterranean-Farmed Fish Mortalities: A Risk Management Case Study Using Apache Spark. Applied Sciences. 2024; 14(22):10112. https://doi.org/10.3390/app142210112

  • Gkikas D. C., Gkikas M. C., Theodorou J. A. (2024). Fostering Sustainable Aquaculture: Mitigating Fish Mortality Risks Using Decision Trees Classifiers. Applied Sciences. 2024; 14(5):2129. https://doi.org/10.3390/app14052129
2023
  • Georgopoulos, V. P., Gkikas, D. C., & Theodorou, J. A. (2023). Factors Influencing the Adoption of Artificial Intelligence Technologies in Agriculture, Livestock Farming and Aquaculture: A Systematic Literature Review Using PRISMA 2020. Sustainability, 15(23), 16385. https://doi.org/10.3390/su152316385
  • Gkikas, D. C., Theodoridis, P. K., Theodoridis, T., Gkikas, M. C. (2023). Finding Good Attribute Subsets for Improved Decision Trees Using a Genetic Algorithm Wrapper; a Supervised Learning Application in the Food Business Sector for Wine Type Classification. Informatics, 10(63). https://doi.org/10.3390/informatics10030063
2022
  • Gkikas, D. C.; Theodoridis, P. K., & Beligiannis, G. N. (2022). Enhanced Marketing Decision Making for Consumer Behaviour Classification Using Binary Decision Trees and a Genetic Algorithm Wrapper. Informatics, 9(45). https://www.mdpi.com/2227-9709/9/2/45
  • Gkikas, D. C., Tzafilkou, K., Theodoridis, P. K., Garmpis, A., & Gkikas, M. C. (2022). How do text characteristics impact user engagement in social media posts: Modeling content readability, length, and hashtags number in Facebook. International Journal of Information Management Data Insights, 2(1), 100067. https://doi.org/10.1016/J.JJIMEI.2022.100067
  • Gkikas, D. C., Tzavella, G., Tzioli, M., Vlachopoulou, G., Kondili, I., & Magnisalis, I. (2022). Assessment of E-Government Portals. International Journal of Information Systems in the Service Sector (IJISSS), 14(1), 1-16. https://doi.org/10.4018/IJISSS.287582
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