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Simon Demediuk
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Monte Carlo tree search based algorithms for dynamic difficulty adjustment
S Demediuk, M Tamassia, WL Raffe, F Zambetta, X Li, F Mueller
2017 IEEE conference on computational intelligence and games (CIG), 53-59, 2017
582017
Time to die: Death prediction in dota 2 using deep learning
A Katona, R Spick, VJ Hodge, S Demediuk, F Block, A Drachen, ...
2019 IEEE Conference on Games (CoG), 1-8, 2019
562019
Dax: Data-driven audience experiences in esports
AV Kokkinakis, S Demediuk, I Nölle, O Olarewaju, S Patra, J Robertson, ...
Proceedings of the 2020 ACM International Conference on Interactive Media …, 2020
482020
Player retention in league of legends: a study using survival analysis
S Demediuk, A Murrin, D Bulger, M Hitchens, A Drachen, WL Raffe, ...
Proceedings of the Australasian computer science week multiconference, 1-9, 2018
392018
Role identification for accurate analysis in dota 2
S Demediuk, P York, A Drachen, JA Walker, F Block
Proceedings of the AAAI Conference on Artificial Intelligence and …, 2019
332019
Challenging ai: Evaluating the effect of mcts-driven dynamic difficulty adjustment on player enjoyment
S Demediuk, M Tamassia, X Li, WL Raffe
Proceedings of the Australasian Computer Science Week Multiconference, 1-7, 2019
202019
The trails of just cause 2: spatio-temporal player profiling in open-world games
M Aung, S Demediuk, Y Sun, Y Tu, Y Ang, S Nekkanti, S Raghav, ...
Proceedings of the 14th International Conference on the Foundations of …, 2019
192019
Metagaming and metagames in Esports
A Kokkinakis, P York, MS Patra, J Robertson, B Kirman, A Coates, ...
International Journal of Esports 1 (1), 2021
172021
Wait, but why?: assessing behavior explanation strategies for real-time strategy games
J Robertson, AV Kokkinakis, J Hook, B Kirman, F Block, MF Ursu, S Patra, ...
26th International Conference on Intelligent User Interfaces, 32-42, 2021
152021
Measuring player skill using dynamic difficulty adjustment
S Demediuk, M Tamassia, WL Raffe, F Zambetta, FF Mueller, X Li
Proceedings of the Australasian Computer Science Week Multiconference, 1-7, 2018
152018
WARDS: Modelling the Worth of Vision in MOBA’s
A Pedrassoli Chitayat, A Kokkinakis, S Patra, S Demediuk, J Robertson, ...
Intelligent Computing: Proceedings of the 2020 Computing Conference, Volume …, 2020
132020
Archetypal analysis based anomaly detection for improved storytelling in multiplayer online battle arena games
R Sifa, A Drachen, F Block, S Moon, A Dubhashi, H Xiao, Z Li, D Klabjan, ...
Proceedings of the 2021 Australasian Computer Science Week Multiconference, 1-8, 2021
92021
Naive mesh-to-mesh coloured model generation using 3D GANs
R Spick, S Demediuk, J Alfred Walker
Proceedings of the Australasian computer science week multiconference, 1-6, 2020
92020
What are you looking at? Team fight prediction through player camera
M Tot, M Conserva, AP Chitayat, A Kokkinakis, S Patra, S Demediuk, ...
2021 IEEE Conference on Games (CoG), 1-8, 2021
82021
Performance index: A new way to compare players
S Demediuk, A Kokkinakis, MS Patra, J Robertson, B Kirman, A Coates, ...
2021 MIT Sloan Sports Analytics Conference. IEEE, 2021
82021
An adaptive training framework for increasing player proficiency in games and simulations
S Demediuk, WL Raffe, X Li
Proceedings of the 2016 Annual Symposium on Computer-Human Interaction in …, 2016
82016
DOTA 2 match prediction through deep learning team fight models
CH Ke, H Deng, C Xu, J Li, X Gu, B Yadamsuren, D Klabjan, R Sifa, ...
2022 IEEE Conference on Games (CoG), 96-103, 2022
72022
Cross-cultural patterns in mobile playtime: an analysis of 118 billion hours of human data
D Zendle, C Flick, D Halgarth, N Ballou, S Demediuk, A Drachen
Scientific reports 13 (1), 386, 2023
62023
Anomaly detection in player performances in multiplayer online battle arena games
X Qian, R Sifa, X Liu, S Ganguly, B Yadamsuren, D Klabjan, A Drachen, ...
Proceedings of the 2022 Australasian Computer Science Week, 23-30, 2022
62022
A team based player versus player recommender systems framework for player improvement
R Joshi, V Gupta, X Li, Y Cui, Z Wang, YN Ravari, D Klabjan, R Sifa, ...
Proceedings of the Australasian Computer Science Week Multiconference, 1-7, 2019
52019
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Articles 1–20