Simon Demediuk

20 papers A 1C 5Journal 1Unranked 13

Year	Rank	Type	Title / Venue / Authors
2022	—	`conf`	Anomaly Detection in Player Performances in Multiplayer Online Battle Arena Games. ACSW Xin Qian, Rafet Sifa, Xuefei Liu, Shreyashi Ganguly, Borchuluun Yadamsuren, Diego Klabjan, Anders Drachen, Simon Demediuk
2022	C	`conf`	DOTA 2 match prediction through deep learning team fight models. CoG Cheng Hao Ke, Haozhang Deng, Congda Xu, Jiong Li, Xingyun Gu, Borchuluun Yadamsuren, Diego Klabjan, Rafet Sifa, Anders Drachen, Simon Demediuk
2021	—	`conf`	Archetypal Analysis Based Anomaly Detection for Improved Storytelling in Multiplayer Online Battle Arena Games. ACSW Rafet Sifa, Anders Drachen, Florian Block, Spencer Moon, Anisha Dubhashi, Hao Xiao, Zili Li, Diego Klabjan, Simon Demediuk
2021	—	`conf`	Less is More: Analysing Communication in Teams of Strangers. HICSS Evelyn T. S. Tan, Alex R. Wade, Athanasios Vasileios Kokkinakis, Georgia Heyes, Simon Demediuk, Anders Drachen
2021	A	`conf`	Wait, But Why?: Assessing Behavior Explanation Strategies for Real-Time Strategy Games. IUI Justus Robertson, Athanasios Vasileios Kokkinakis, Jonathan Hook, Ben Kirman, Florian Block, Marian Florin Ursu, Sagarika Patra, Simon Demediuk, Anders Drachen, Oluseyi Olarewaju
2021	C	`conf`	What Are You Looking At? Team Fight Prediction Through Player Camera. CoG Marko Tot, Michelangelo Conserva, Alan Pedrassoli Chitayat, Athanasios Vasileios Kokkinakis, Sagarika Patra, Simon Demediuk, Alvaro Caceres Munoz, Oluseyi Olarewaju, Marian Ursu, Ben Kirman, Jonathan Hook, Florian Block, Anders Drachen, Diego Pérez-Liébana
2020	C	`conf`	DAX: Data-Driven Audience Experiences in Esports. IMX Athanasios Vasileios Kokkinakis, Simon Demediuk, Isabelle Nölle, Oluseyi Olarewaju, Sagarika Patra, Justus Robertson, Peter York, Alan Pedrassoli Chitayat, Alistair Coates, Daniel Slawson, Peter Hughes, Nicolas Hardie, Ben Kirman, Jonathan Hook, Anders Drachen, Marian Florin Ursu, Florian Block
2020	—	`conf`	Naive Mesh-to-Mesh Coloured Model Generation using 3D GANs. ACSW Ryan J. Spick, Simon Demediuk, James Alfred Walker
2020	—	`conf`	Retention Prediction in Sandbox Games with Bipartite Tensor Factorization. SAI (1) Rafet Sifa, Michael Fedell, Nathan Franklin, Diego Klabjan, Shiva Ram, Arpan Venugopal, Simon Demediuk, Anders Drachen
2020	—	`conf`	WARDS: Modelling the Worth of Vision in MOBA's. SAI (2) Alan Pedrassoli Chitayat, Athanasios Vasileios Kokkinakis, Sagarika Patra, Simon Demediuk, Justus Robertson, Oluseyi Olarewaju, Marian Ursu, Ben Kirman, Jonathan Hook, Florian Block, Anders Drachen
2019	—	`conf`	A Team Based Player Versus Player Recommender Systems Framework For Player Improvement. ACSW Rishabh Joshi, Varun Gupta, Xinyue Li, Yue Cui, Ziwen Wang, Yaser Norouzzadeh Ravari, Diego Klabjan, Rafet Sifa, Azita Parsaeian, Anders Drachen, Simon Demediuk
2019	—	`conf`	Challenging AI: Evaluating the Effect of MCTS-Driven Dynamic Difficulty Adjustment on Player Enjoyment. ACSW Simon Demediuk, Marco Tamassia, Xiaodong Li, William L. Raffe
2019	—	`conf`	Role Identification for Accurate Analysis in Dota 2. AIIDE Simon Demediuk, Peter York, Anders Drachen, James Alfred Walker, Florian Block
2019	C	`conf`	The trails of Just Cause 2: spatio-temporal player profiling in open-world games. FDG Myat Aung, Simon Demediuk, Yuan Sun, Ye Tu, Yu Ang, Siva Nekkanti, Shantanu Raghav, Diego Klabjan, Rafet Sifa, Anders Drachen
2019	C	`conf`	Time to Die: Death Prediction in Dota 2 using Deep Learning. CoG Adam Katona, Ryan J. Spick, Victoria J. Hodge, Simon Demediuk, Florian Block, Anders Drachen, James Alfred Walker
2019	J	`jnl`	Time to Die: Death Prediction in Dota 2 using Deep Learning. CoRR Adam Katona, Ryan J. Spick, Victoria J. Hodge, Simon Demediuk, Florian Block, Anders Drachen, James Alfred Walker
2018	—	`conf`	Measuring player skill using dynamic difficulty adjustment. ACSW Simon Demediuk, Marco Tamassia, William L. Raffe, Fabio Zambetta, Florian 'Floyd' Mueller, Xiaodong Li
2018	—	`conf`	Player retention in league of legends: a study using survival analysis. ACSW Simon Demediuk, Alexandra Murrin, David W. Bulger, Michael Hitchens, Anders Drachen, William L. Raffe, Marco Tamassia
2017	—	`conf`	Monte Carlo tree search based algorithms for dynamic difficulty adjustment. CIG Simon Demediuk, Marco Tamassia, William L. Raffe, Fabio Zambetta, Xiaodong Li, Florian 'Floyd' Mueller
2016	—	`conf`	An Adaptive Training Framework for Increasing Player Proficiency in Games and Simulations. CHI PLAY (Companion) Simon Demediuk, William L. Raffe, Xiaodong Li