Valuing player actions in counter-strike: Global offensive P Xenopoulos, H Doraiswamy, C Silva 2020 IEEE international conference on big data (big data), 1283-1292, 2020 | 42 | 2020 |
Introducing DeepBalance: Random deep belief network ensembles to address class imbalance P Xenopoulos 2017 IEEE International Conference on Big Data (Big Data), 3684-3689, 2017 | 18 | 2017 |
Graph neural networks to predict sports outcomes P Xenopoulos, C Silva 2021 IEEE International Conference on Big Data (Big Data), 1757-1763, 2021 | 17 | 2021 |
Big data analytics on HPC architectures: Performance and cost P Xenopoulos, J Daniel, M Matheson, S Sukumar 2016 IEEE International Conference on Big Data (Big Data), 2286-2295, 2016 | 15 | 2016 |
Calibrate: Interactive analysis of probabilistic model output P Xenopoulos, J Rulff, LG Nonato, B Barr, C Silva IEEE Transactions on Visualization and Computer Graphics 29 (1), 853-863, 2022 | 14 | 2022 |
GgViz: Accelerating large-scale esports game analysis P Xenopoulos, J Rulff, C Silva Proceedings of the ACM on Human-Computer Interaction 6 (CHI PLAY), 1-22, 2022 | 10 | 2022 |
Analyzing the differences between professional and amateur esports through win probability P Xenopoulos, WR Freeman, C Silva Proceedings of the ACM Web Conference 2022, 3418-3427, 2022 | 9 | 2022 |
Optimal team economic decisions in counter-strike P Xenopoulos, B Coelho, C Silva arXiv preprint arXiv:2109.12990, 2021 | 8 | 2021 |
On-demand data analytics in HPC environments at leadership computing facilities: Challenges and experiences J Harney, SH Lim, S Sukumar, D Stansberry, P Xenopoulos 2016 IEEE International Conference on Big Data (Big Data), 2087-2096, 2016 | 7 | 2016 |
Esta: An esports trajectory and action dataset P Xenopoulos, C Silva arXiv preprint arXiv:2209.09861, 2022 | 6 | 2022 |
GALE: Globally assessing local explanations P Xenopoulos, G Chan, H Doraiswamy, LG Nonato, B Barr, C Silva Topological, Algebraic and Geometric Learning Workshops 2022, 322-331, 2022 | 5 | 2022 |
Topological representations of local explanations P Xenopoulos, G Chan, H Doraiswamy, LG Nonato, B Barr, C Silva arXiv preprint arXiv:2201.02155, 2022 | 5 | 2022 |
Bandit modeling of map selection in counter-strike: Global offensive G Petri, MH Stanley, AB Hon, A Dong, P Xenopoulos, C Silva arXiv preprint arXiv:2106.08888, 2021 | 5 | 2021 |
Data science and analytics for esports A Agrawal, C Silva, P Xenopoulos Proc. IEEE Integr. STEM Educ. Conf.(ISEC), 386, 2022 | 3 | 2022 |
ESPORT: Electronic Sports Professionals Observations and Reflections on Training A Białecki, P Xenopoulos, P Dobrowolski, R Białecki, J Gajewski Physical Culture and Sport. Studies and Research, 2023 | 2 | 2023 |
Visualization for Machine Learning P Xenopoulos, LG Nonato, C Silva 2022 35th SIBGRAPI Conference on Graphics, Patterns and Images (SIBGRAPI) 1 …, 2022 | 1 | 2022 |
MOUNTAINEER: Topology-Driven Visual Analytics for Comparing Local Explanations P Solunke, V Guardieiro, J Rulff, P Xenopoulos, GYY Chan, B Barr, ... IEEE Transactions on Visualization and Computer Graphics, 2024 | | 2024 |
Data Mining for Esports P Xenopoulos New York University Tandon School of Engineering, 2023 | | 2023 |
Market Interventions in a Large-Scale Virtual Economy S Hogan-Hennessy, P Xenopoulos, C Silva arXiv preprint arXiv:2210.07970, 2022 | | 2022 |