Follow
Gustav Šír
Title
Cited by
Cited by
Year
Lifted relational neural networks: Efficient learning of latent relational structures
G Sourek, V Aschenbrenner, F Zelezny, S Schockaert, O Kuzelka
Journal of Artificial Intelligence Research 62, 69-100, 2018
1482018
Exploiting sports-betting market using machine learning
O Hubáček, G Šourek, F Železný
International Journal of Forecasting 35 (2), 783-796, 2019
742019
Learning to predict soccer results from relational data with gradient boosted trees
O Hubáček, G Šourek, F Železný
Machine Learning 108, 29-47, 2019
692019
Lifted relational neural networks
G Šourek, V Aschenbrenner, F Zelezný, O Kuzelka
Proceedings of the NIPS Workshop on Cognitive Computation: Integrating …, 2015
312015
Learning predictive categories using lifted relational neural networks
G Šourek, S Manandhar, F Železný, S Schockaert, O Kuželka
Inductive Logic Programming: 26th International Conference, ILP 2016, London …, 2017
182017
Lossless compression of structured convolutional models via lifting
G Sourek, F Zelezny, O Kuzelka
arXiv preprint arXiv:2007.06567, 2020
162020
Beyond graph neural networks with lifted relational neural networks
G Šourek, F Železný, O Kuželka
Machine Learning 110 (7), 1695-1738, 2021
152021
Deep learning from spatial relations for soccer pass prediction
O Hubáček, G Šourek, F Železný
Machine Learning and Data Mining for Sports Analytics: 5th International …, 2019
132019
Stacked structure learning for lifted relational neural networks
G Šourek, M Svatoš, F Železný, S Schockaert, O Kuželka
Inductive Logic Programming: 27th International Conference, ILP 2017 …, 2018
132018
Forty years of score-based soccer match outcome prediction: an experimental review
O Hubáček, G Šourek, F Železný
IMA Journal of Management Mathematics 33 (1), 1-18, 2022
102022
Optimal sports betting strategies in practice: an experimental review
U Matej, Š Gustav, H Ondřej, Ž Filip
IMA Journal of Management Mathematics 32 (4), 465-489, 2021
102021
Score-based soccer match outcome modeling–an experimental review
O Hubácek, G Sourek, F Zelezny
MathSport International, 2019
92019
Predicting top-k trends on twitter using graphlets and time features
G Šourek, O Kuzelka, F Zelezný
ILP 2013 Late Breaking Papers, 52, 2013
82013
Beating the market with a bad predictive model
O Hubáček, G Šír
International Journal of Forecasting 39 (2), 691-719, 2023
62023
Pruning hypothesis spaces using learned domain theories
M Svatoš, G Šourek, F Železný, S Schockaert, O Kuželka
Inductive Logic Programming: 27th International Conference, ILP 2017 …, 2018
52018
Events from network flows
G Sourek, K Bartos, F Zelezny, T Pevny, P Somol
US Patent 9,374,383, 2016
52016
Efficient extraction of network event types from NetFlows
G Sourek, F Zelezny
Security and Communication Networks 2019, 2019
42019
Learning to detect network intrusion from a few labeled events and background traffic
G Šourek, O Kuželka, F Železný
Intelligent Mechanisms for Network Configuration and Security: 9th IFIP WG 6 …, 2015
32015
Learning with Molecules beyond Graph Neural Networks
G Sourek, F Zelezny, O Kuzelka
arXiv preprint arXiv:2011.03488, 2020
22020
Lifted Relational Team Embeddings for Predictive Sports Analytics.
O Hubácek, G Sourek, F Zelezný
ILP Up-and-Coming/Short Papers, 84-91, 2018
22018
The system can't perform the operation now. Try again later.
Articles 1–20