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Vangelis Sarlis
Vangelis Sarlis
Data Science for Sports Analytics - International Hellenic University
Verified email at ihu.edu.gr
Title
Cited by
Cited by
Year
Sports analytics—Evaluation of basketball players and team performance
V Sarlis, C Tjortjis
Information Systems 93, 101562, 2020
1412020
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
422021
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
102021
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
32023
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
22023
Injury Patterns and Impact on Performance in the NBA League Using Sports Analytics
V Sarlis, G Papageorgiou, C Tjortjis
Computation 12 (2), 36, 2024
12024
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
12024
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
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
2024
IEEE Smart Cities IEEE Smart Cities
A Mystakidis, N Stasinos, A Kousis, V Sarlis, P Koukaras, D Rousidis, ...
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