Park, Sang-Hyeun ; Fürnkranz, Johannes (2014)
Efficient Implementation of Class-Based Decomposition Schemes for Naive Bayes.
In: Machine Learning, 96 (3)
Article, Bibliographie

Park, Sang-Hyeun (2012)
Efficient Decomposition-Based Multiclass and Multilabel Classification.
Technische Universität Darmstadt
Ph.D. Thesis, Primary publication

Park, Sang-Hyeun ; Fürnkranz, Johannes (2012)
Efficient prediction algorithms for binary decomposition techniques.
In: Data Mining and Knowledge Discovery, 24 (1)
doi: 10.1007/s10618-011-0219-9
Article, Bibliographie

Fürnkranz, Johannes ; Park, Sang-Hyeun
eds.: Ganascia, Jean-Gabriel ; Lenca, Philippe ; Petit, Jean-Marc (2012)
Error-Correcting Output Codes as a Transformation from Multi-Class to Multi-Label Prediction.
Proceedings of the 15th International Conference on Discovery Science (DS-12). Lyon, France
doi: 10.1007/978-3-642-33492-4_21
Conference or Workshop Item, Bibliographie

Fürnkranz, Johannes ; Hüllermeier, Eyke ; Cheng, Weiwei ; Park, Sang-Hyeun (2012)
Preference-based Reinforcement Learning: A Formal Framework and a Policy Iteration Algorithm.
In: Machine Learning, 89 (1-2)
doi: 10.1007/s10994-012-5313-8
Article, Bibliographie

Cheng, Weiwei ; Fürnkranz, Johannes ; Hüllermeier, Eyke ; Park, Sang-Hyeun (2011)
Preference-Based Policy Iteration: Leveraging Preference Learning for Reinforcement Learning.
doi: 10.1007/978-3-642-23780-5_30
Conference or Workshop Item, Bibliographie

Loza Mencía, Eneldo ; Park, Sang-Hyeun ; Fürnkranz, Johannes (2010)
Efficient Voting Prediction for Pairwise Multilabel Classification.
In: Neurocomputing, 73 (7-9)
doi: 10.1016/j.neucom.2009.11.024
Article, Bibliographie

Park, Sang-Hyeun ; Weizsäcker, Lorenz ; Fürnkranz, Johannes
eds.: Pfahringer, Bernhard ; Holmes, Geoff ; Hoffmann, Achim (2010)
Exploiting Code Redundancies in ECOC.
doi: 10.1007/978-3-642-16184-1_19
Conference or Workshop Item, Bibliographie

Park, Sang-Hyeun ; Weizsäcker, Lorenz ; Fürnkranz, Johannes (2010)
Exploiting Code-Redundancies in ECOC for Reducing its Training Complexity using Incremental and SVM Learners.
Report, Bibliographie

Park, Sang-Hyeun ; Fürnkranz, Johannes
eds.: Buntine, Wray L. ; Grobelnik, Marko ; Mladenić, Dunja ; Shawe-Taylor, John (2009)
Efficient Decoding of Ternary Error-Correcting Output Codes for Multiclass Classification.
doi: 10.1007/978-3-642-04174-7_13
Conference or Workshop Item, Bibliographie

Park, Sang-Hyeun ; Fürnkranz, Johannes (2009)
Efficient Decoding of Ternary Error-Correcting Output Codes for Multiclass Classification.
Report, Bibliographie

Loza Mencía, Eneldo ; Park, Sang-Hyeun ; Fürnkranz, Johannes (2009)
Efficient Voting Prediction for Pairwise Multilabel Classification.
Conference or Workshop Item, Bibliographie

Loza Mencía, Eneldo ; Park, Sang-Hyeun ; Fürnkranz, Johannes
eds.: Benz, Dominik ; Janssen, Frederik (2009)
Efficient Voting Prediction for Pairwise Multilabel Classification.
Conference or Workshop Item, Bibliographie

Schweizer, Immanuel ; Panitzek, Kamill ; Park, Sang-Hyeun ; Fürnkranz, Johannes
eds.: Mertsching, Bärbel ; Hund, Marcus ; Zaheer Aziz, Muhammad (2009)
An Exploitative Monte-Carlo Poker Agent.
doi: 10.1007/978-3-642-04617-9_9
Conference or Workshop Item, Bibliographie

Schweizer, Immanuel ; Panitzek, Kamill ; Park, Sang-Hyeun ; Fürnkranz, Johannes
eds.: Benz, Dominik ; Janssen, Frederik (2009)
An Exploitative Monte-Carlo Poker Agent.
Conference or Workshop Item, Bibliographie

Schweizer, Immanuel ; Panitzek, Kamill ; Park, Sang-Hyeun ; Fürnkranz, Johannes (2009)
An Exploitative Monte-Carlo Poker Agent.
Report, Bibliographie

Tsoumakas, Grigorios ; Loza Mencía, Eneldo ; Katakis, Ioannis ; Park, Sang-Hyeun ; Fürnkranz, Johannes
eds.: Hüllermeier, Eyke ; Fürnkranz, Johannes (2009)
On the Combination of Two Decompositive Multi-Label Classification Methods.
Conference or Workshop Item, Bibliographie

Loza Mencía, Eneldo ; Park, Sang-Hyeun ; Fürnkranz, Johannes (2008)
Advances in Efficient Pairwise Multilabel Classification.
Report, Bibliographie

Park, Sang-Hyeun ; Fürnkranz, Johannes (2008)
Multi-Label Classification with Label Constraints.
Report, Bibliographie

Park, Sang-Hyeun ; Fürnkranz, Johannes
eds.: Hüllermeier, Eyke ; Fürnkranz, Johannes (2008)
Multi-Label Classification with Label Constraints.
Conference or Workshop Item, Bibliographie

Park, Sang-Hyeun ; Fürnkranz, Johannes
eds.: Kok, J. N. ; Koronacki, J. ; López de Mántaras, Ramon ; Matwin, S. ; Mladenić, Dunja ; Skowron, A. (2007)
Efficient Pairwise Classification.
doi: 10.1007/978-3-540-74958-5_65
Conference or Workshop Item, Bibliographie

Park, Sang-Hyeun ; Fürnkranz, Johannes (2007)
Efficient Pairwise Classification and Ranking.
Report, Bibliographie

Park, Sang-Hyeun (2006)
Effizientes Ranking von paarweisen Vergleichen.
Technische Universität Darmstadt
Master Thesis, Bibliographie