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

 

  • 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
  • Accepted for publication at the IEEE Conference on Games (CoG) 2019

 

  • Alexander Dockhorn, Tony Schwensfeier, and Rudolf Kruse
  • Fuzzy Multiset Clustering for Metagame Analysis
  • 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
  • In Proceedings. 28. Workshop Computational Intelligence, Dortmund 2018 --> Link

 

  • Alexander Dockhorn, Tim Tippelt, and Rudolf Kruse
  • Model Decomposition for Forward Model Approximation
  • 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
  • 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

 

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