Vangelis Sarlis

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 9

Top Topics

Pattern Discovery

Round Robin Tournament

Unsupervised Learning

Machine Learning Models

Top Venues

Publications

Vangelis Sarlis, George Papageorgiou, Christos Tjortjis
Injury Patterns and Impact on Performance in the NBA League Using Sports Analytics. Comput. 12 (2) (2024)
George Papageorgiou, Vangelis Sarlis, Christos Tjortjis
Unsupervised Learning in NBA Injury Recovery: Advanced Data Mining to Decode Recovery Durations and Economic Impacts. Inf. 15 (1) (2024)
Vangelis Sarlis, Christos Tjortjis
Sports Analytics: Data Mining to Uncover NBA Player Position, Age, and Injury Impact on Performance and Economics. Inf. 15 (4) (2024)
Vangelis Sarlis, George Papageorgiou, Christos Tjortjis
Leveraging Sports Analytics and Association Rule Mining to Uncover Recovery and Economic Impacts in NBA Basketball. Data 9 (7) (2024)
George Papageorgiou, Vangelis Sarlis, Christos Tjortjis
Evaluating the effectiveness of machine learning models for performance forecasting in basketball: a comparative study. Knowl. Inf. Syst. 66 (7) (2024)
Nikolaos Stasinos, Anestis Kousis, Vangelis Sarlis, Aristeidis Mystakidis, Dimitris Rousidis, Paraskevas Koukaras, Ioannis Kotsiopoulos, Christos Tjortjis
A Tri-Model Prediction Approach for COVID-19 ICU Bed Occupancy: A Case Study. Algorithms 16 (3) (2023)
Vangelis Sarlis, George Papageorgiou, Christos Tjortjis
Sports Analytics and Text Mining NBA Data to Assess Recovery from Injuries and Their Economic Impact. Comput. 12 (1) (2023)
Vangelis Sarlis, Vasilis Chatziilias, Christos Tjortjis, Dimitris Mandalidis
A Data Science approach analysing the Impact of Injuries on Basketball Player and Team Performance. Inf. Syst. 99 (2021)
Vangelis Sarlis, Christos Tjortjis
Sports analytics - Evaluation of basketball players and team performance. Inf. Syst. 93 (2020)