Publications
Journal Papers
- Pascal Held, Alexander Dockhorn, and Rudolf Kruse
- On Merging and Dividing Social Graphs
- Journal of Artificial Intelligence and Soft Computing Research, 5(1) --> Link (Download)
Conference Papers
- Alexander Dockhorn, Simon M. Lucas, Vanessa Volz, Ivan Bravi, Raluca D. Gaina, and Diego Perez-Liebana
- Learning Local Forward Models on Unforgiving Games
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Accepted for publication at the IEEE Conference on Games (CoG) 2019
- Simon M. Lucas, Alexander Dockhorn, Vanessa Volz, Chris Bamford, Raluca D. Gaina, Ivan Bravi, Diego Perez-Liebana, Sanaz Mostaghim, and Rudolf Kruse
- A Local Approach to Forward Model Learning: Results on the Game of Life Game
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Accepted for publication at the IEEE Conference on Games (CoG) 2019
- Alexander Dockhorn, Tony Schwensfeier, and Rudolf Kruse
- Fuzzy Multiset Clustering for Metagame Analysis
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Accepted for publication at the 11th Conference of the European Society for Fuzzy Logic and Technology, Prague, Czech Republic --> PDF, Github
- Alexander Dockhorn and Rudolf Kruse
- Detecting Sensor Dependencies for Building Complementary Model Ensembles
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In Proceedings. 28. Workshop Computational Intelligence, Dortmund 2018 --> Link
- Alexander Dockhorn, Tim Tippelt, and Rudolf Kruse
- Model Decomposition for Forward Model Approximation
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In 2018 IEEE Symposium Series on Computational Intelligence (SSCI)--> Link
- Alexander Dockhorn and Daan Apeldoorn
- Forward Model Approximation for General Video Game Learning
- In IEEE Computational Intelligence in Games (CIG) 2018 in Maastricht--> Link
- Alexander Dockhorn, Max Frick, Ünal Akkaya, and Rudolf Kruse
- Predicting Opponent's Moves for Improving Hearthstone AI
- 17th International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems (IPMU 2018)--> Link
- Alexander Dockhorn, Christoph Doell, Matthias Hewelt, and Rudolf Kruse
- A Decision Heuristic for MCTS Doppelkopf Agents
- In 2017 IEEE Symposium Series on Computational Intelligence (SSCI) in Hawaii--> Link
- Tim Sabsch, Christian Braune, Alexander Dockhorn, and Rudolf Kruse
- Using a Multiobjective Genetic Algorithm for Curve Approximation
- In 2017 IEEE Symposium Series on Computational Intelligence (SSCI) in Hawaii--> Link
- Alexander Dockhorn and Rudolf Kruse
- Combining Cooperative and Adversarial Coevolution in the Context of Pac-Man
- In IEEE Computational Intelligence in Games 2017 in New York --> Link
- Alexander Dockhorn, Christian Braune, and Rudolf Kruse
- Variable density based clustering
- In 2016 IEEE Symposium Series on Computational Intelligence (SSCI) in Athen--> Link
- Alexander Dockhorn, Christian Braune, and Rudolf Kruse
- An Alternating Optimization Approach based on Hierarchical Adaptations of DBSCAN
- In 2015 IEEE Symposium Series on Computational Intelligence (SSCI) in Capetown --> Link
- Pascal Held, Alexander Dockhorn, Rudolf Kruse
- Clustering Social Networks Using Competing Ant Hives
- In 2015 Second European Network Intelligence Conference --> Link
- Pascal Held, Alexander Dockhorn, Rudolf Kruse
- On Merging and Dividing of Barabasi-Albert-graphs
- In 2014 IEEE Symposium on Evolving and Autonomous Learning Systems (EALS) --> Link
- Pascal Held, Alexander Dockhorn, Rudolf Kruse
- Generating Events for Dynamic Social Network Simulations
- 15th International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems --> Link
Open Access Publications
- Alexander Dockhorn and Sanaz Mostaghim
- Introducing the Hearthstone-AI Competition
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Open Access Paper on arXiv.org
Theses
- Alexander Dockhorn
- Density Based Clustering Optimization
- Master Thesis, Otto-von-Guericke University Magdeburg (OvGU), 2015
- Alexander Dockhorn
- Computergestützte Analyse onkologischer Daten mithilfe GraphischerModelle
- Bachelor Thesis, Otto-von-Guericke University Magdeburg (OvGU), 2014