Vangelis Sarlis

14 papers Journal 14
YearRankTypeTitle / Venue / Authors
2025 J jnl
A Data Mining Approach to Identify NBA Player Quarter-by-Quarter Performance Patterns.
Big Data Cogn. Comput.
Dimitrios Iatropoulos, Vangelis Sarlis, Christos Tjortjis
2025 J jnl
An innovative method for accurate NBA player performance forecasting and line-up optimization in daily fantasy sports.
Int. J. Data Sci. Anal.
George Papageorgiou, Vangelis Sarlis, Christos Tjortjis
2025 J jnl
Evaluating Faithfulness in Agentic RAG Systems for e-Governance Applications Using LLM-Based Judging Frameworks.
Big Data Cogn. Comput.
George Papageorgiou, Vangelis Sarlis, Manolis Maragoudakis, Ioannis Magnisalis, Christos Tjortjis
2025 J jnl
Sports Analytics for Evaluating Injury Impact on NBA Performance.
Inf.
Vangelis Sarlis, George Papageorgiou, Christos Tjortjis
2024 J jnl
A Data Science and Sports Analytics Approach to Decode Clutch Dynamics in the Last Minutes of NBA Games.
Mach. Learn. Knowl. Extr.
Vangelis Sarlis, Dimitrios Gerakas, Christos Tjortjis
2024 J jnl
Evaluating the effectiveness of machine learning models for performance forecasting in basketball: a comparative study.
Knowl. Inf. Syst.
George Papageorgiou, Vangelis Sarlis, Christos Tjortjis
2024 J jnl
Injury Patterns and Impact on Performance in the NBA League Using Sports Analytics.
Comput.
Vangelis Sarlis, George Papageorgiou, Christos Tjortjis
2024 J jnl
Leveraging Sports Analytics and Association Rule Mining to Uncover Recovery and Economic Impacts in NBA Basketball.
Data
Vangelis Sarlis, George Papageorgiou, Christos Tjortjis
2024 J jnl
Sports Analytics: Data Mining to Uncover NBA Player Position, Age, and Injury Impact on Performance and Economics.
Inf.
Vangelis Sarlis, Christos Tjortjis
2024 J jnl
Unsupervised Learning in NBA Injury Recovery: Advanced Data Mining to Decode Recovery Durations and Economic Impacts.
Inf.
George Papageorgiou, Vangelis Sarlis, Christos Tjortjis
2023 J jnl
A Tri-Model Prediction Approach for COVID-19 ICU Bed Occupancy: A Case Study.
Algorithms
Nikolaos Stasinos, Anestis Kousis, Vangelis Sarlis, Aristeidis Mystakidis, Dimitris Rousidis, Paraskevas Koukaras, Ioannis Kotsiopoulos, Christos Tjortjis
2023 J jnl
Sports Analytics and Text Mining NBA Data to Assess Recovery from Injuries and Their Economic Impact.
Comput.
Vangelis Sarlis, George Papageorgiou, Christos Tjortjis
2021 J jnl
A Data Science approach analysing the Impact of Injuries on Basketball Player and Team Performance.
Inf. Syst.
Vangelis Sarlis, Vasilis Chatziilias, Christos Tjortjis, Dimitris Mandalidis
2020 J jnl
Sports analytics - Evaluation of basketball players and team performance.
Inf. Syst.
Vangelis Sarlis, Christos Tjortjis