关注
Vangelis Sarlis
Vangelis Sarlis
Data Science for Sports Analytics - International Hellenic University
在 ihu.edu.gr 的电子邮件经过验证
标题
引用次数
引用次数
年份
Sports analytics—Evaluation of basketball players and team performance
V Sarlis, C Tjortjis
Information Systems 93, 101562, 2020
1692020
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
542021
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
132021
Injury Patterns and Impact on Performance in the NBA League Using Sports Analytics
V Sarlis, G Papageorgiou, C Tjortjis
Computation 12 (2), 36, 2024
82024
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
82024
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
72023
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
52024
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
52023
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
42024
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
32024
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, ...
系统目前无法执行此操作,请稍后再试。
文章 1–15