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Journal Articles
- 2025
[j5]Sidney Araujo Melo
, Leonardo Thurler, Aline Paes, Esteban Clua:
Game provenance graph-based representation learning vs metrics-based machine learning: An empirical comparison on predictive game analytics tasks. Entertain. Comput. 52: 100755 (2025)- [j4]Leonardo Thurler, Sidney Araujo Melo, Leonardo Murta, Troy C. Kohwalter, Esteban Clua:
Using provenance and replay for qualitative analysis of gameplay sessions. Entertain. Comput. 52: 100778 (2025) - 2024
- [j3]Lauro Victor Ramos Cavadas, Sidney Araujo Melo, Troy Costa Kohwalter, Esteban Clua:
Using provenance data and imitation learning to train human-like bots. Entertain. Comput. 48: 100603 (2024) - 2023
- [j2]Sidney Araujo Melo, Luís Fernando Bicalho, Leonardo Camacho de Oliveira Joia, Jose Ricardo da Silva Junior, Esteban Clua, Aline Paes:
Encoding feature set information in heterogeneous graph neural networks for game provenance. Appl. Intell. 53(23): 29024-29042 (2023) - 2019
- [j1]Sidney Araujo Melo, Aline Paes, Esteban Walter Gonzalez Clua, Troy Costa Kohwalter, Leonardo Gresta Paulino Murta:
Detecting long-range cause-effect relationships in game provenance graphs with graph-based representation learning. Entertain. Comput. 32 (2019)
Conference and Workshop Papers
- 2023
- [c3]Leonardo Thurler, Sidney Araujo Melo, Esteban Clua, Troy C. Kohwalter:
Prov-Replay: A Qualitative Analysis Framework for Gameplay Sessions Using Provenance and Replay. ICEC 2023: 31-40 - 2022
- [c2]Lauro Victor Ramos Cavadas, Esteban Clua, Troy Costa Kohwalter, Sidney Araujo Melo:
Training human-like bots with Imitation Learning based on provenance data. SBGAMES 2022: 1-6 - 2020
- [c1]Sidney Araujo Melo, Troy C. Kohwalter, Esteban Clua, Aline Paes, Leonardo Murta:
Player Behavior Profiling through Provenance Graphs and Representation Learning. FDG 2020: 62:1-62:11
Coauthor Index
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