Sports analytics—Evaluation of basketball players and team performance V Sarlis, C Tjortjis Information Systems 93, 101562, 2020 | 169 | 2020 |
A data science approach analysing the impact of injuries on basketball player and team performance V Sarlis, V Chatziilias, C Tjortjis, D Mandalidis Information Systems 99, 101750, 2021 | 54 | 2021 |
Predicting covid-19 ICU needs using deep learning, XGBoost and random forest regression with the sliding window technique A Mystakidis, N Stasinos, A Kousis, V Sarlis, P Koukaras, D Rousidis, ... IEEE Smart Cities, 1-6, 2021 | 13 | 2021 |
Injury Patterns and Impact on Performance in the NBA League Using Sports Analytics V Sarlis, G Papageorgiou, C Tjortjis Computation 12 (2), 36, 2024 | 8 | 2024 |
Unsupervised Learning in NBA Injury Recovery: Advanced Data Mining to Decode Recovery Durations and Economic Impacts G Papageorgiou, V Sarlis, C Tjortjis Information 15 (1), 61, 2024 | 8 | 2024 |
Sports Analytics and Text Mining NBA Data to Assess Recovery from Injuries and their Economic Impact V Sarlis, G Papageorgiou, C Tjortjis Computers 12 (12), 261, 2023 | 7 | 2023 |
Sports Analytics: Data Mining to Uncover NBA Player Position, Age, and Injury Impact on Performance and Economics V Sarlis, C Tjortjis Information 15 (4), 242, 2024 | 5 | 2024 |
A tri-model prediction approach for COVID-19 ICU bed occupancy: a case study N Stasinos, A Kousis, V Sarlis, A Mystakidis, D Rousidis, P Koukaras, ... Algorithms 16 (3), 140, 2023 | 5 | 2023 |
Evaluating the effectiveness of machine learning models for performance forecasting in basketball: a comparative study G Papageorgiou, V Sarlis, C Tjortjis Knowledge and Information Systems, 1-43, 2024 | 4 | 2024 |
An innovative method for accurate NBA player performance forecasting and line-up optimization in daily fantasy sports G Papageorgiou, V Sarlis, C Tjortjis International Journal of Data Science and Analytics, 1-24, 2024 | 3 | 2024 |
A Data Science and Sports Analytics Approach to Decode Clutch Dynamics in the Last Minutes of NBA Games V Sarlis, D Gerakas, C Tjortjis Machine Learning and Knowledge Extraction 6 (3), 2074-2095, 2024 | | 2024 |
Enhancing E-Government Services through State-of-the-Art, Modular, and Reproducible Architecture over Large Language Models G Papageorgiou, V Sarlis, M Maragoudakis, C Tjortjis Applied Sciences 14 (18), 8259, 2024 | | 2024 |
Leveraging Sports Analytics and Association Rule Mining to Uncover Recovery and Economic Impacts in NBA Basketball V Sarlis, G Papageorgiou, C Tjortjis Data 9 (7), 83, 2024 | | 2024 |
Data Science for Sports Analytics V Sarlis | | 2024 |
IEEE Smart Cities IEEE Smart Cities A Mystakidis, N Stasinos, A Kousis, V Sarlis, P Koukaras, D Rousidis, ... | | |