Difference between revisions of "Johannes Fürnkranz"
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'''Johannes Fürnkranz''',<br/> | '''Johannes Fürnkranz''',<br/> | ||
| − | an Austrian mathematician, computer scientist, and [[Artificial Intelligence|AI]] researcher, since 2004 Professor in [[Knowledge|knowledge]] engineering <ref>[http://www.ke.informatik.tu-darmstadt.de/ Knowledge Engineering Group TU Darmstadt]</ref> at the [[Darmstadt University of Technology|TU Darmstadt]]. His research spans various AI-fields, such as [[Learning|machine lekrning]] | + | an Austrian mathematician, computer scientist, and [[Artificial Intelligence|AI]] researcher, since 2004 Professor in [[Knowledge|knowledge]] engineering <ref>[http://www.ke.informatik.tu-darmstadt.de/ Knowledge Engineering Group TU Darmstadt]</ref> at the [[Darmstadt University of Technology|TU Darmstadt]]. His research spans various AI-fields, such as [[Learning|machine lekrning]], [https://en.wikipedia.org/wiki/Data_mining data mining], and more recently [[Monte-Carlo Tree Search|Monte-Carlo tree search]]. He is editorial board member of various scientific [[Periodical#AI|AI-Periodical]], such as the [https://en.wikipedia.org/wiki/Journal_of_Artificial_Intelligence_Research Journal of Artificial Intelligence Research] (JAIR) <ref>[http://www.ke.informatik.tu-darmstadt.de/%7Ejuffi/cv.html Johannes Fürnkranz - Curriculum Vitae]</ref>. |
=Selected Publications= | =Selected Publications= | ||
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* [[Franz-Günter Winkler]], [[Johannes Fürnkranz]] ('''1997'''). ''[https://www.aaai.org/Library/Workshops/1997/ws97-04-012.php On Effort in AI Research: A Description Along Two Dimensions]''. [[Deep Blue#AAAI Workshop|Deep Blue versus Kasparov, AAAI Workshop]] | * [[Franz-Günter Winkler]], [[Johannes Fürnkranz]] ('''1997'''). ''[https://www.aaai.org/Library/Workshops/1997/ws97-04-012.php On Effort in AI Research: A Description Along Two Dimensions]''. [[Deep Blue#AAAI Workshop|Deep Blue versus Kasparov, AAAI Workshop]] | ||
* [[Franz-Günter Winkler]], [[Johannes Fürnkranz]] ('''1998'''). ''A Hypothesis on the Divergence of AI Research.'' [[ICGA Journal#21_1|ICCA Journal, Vol. 21, No. 1]], [http://members.aon.at/fgwinkler/PAPER/AI_chess.pdf pdf] | * [[Franz-Günter Winkler]], [[Johannes Fürnkranz]] ('''1998'''). ''A Hypothesis on the Divergence of AI Research.'' [[ICGA Journal#21_1|ICCA Journal, Vol. 21, No. 1]], [http://members.aon.at/fgwinkler/PAPER/AI_chess.pdf pdf] | ||
| − | * [[Johannes Fürnkranz]], [[Bernhard Pfahringer]] ('''1998'''). ''Guest Editorial: First-Order Knowledge Discovery in Databases''. Applied Artificial Intelligence, Vol. 12, No. 5 | + | * [[Johannes Fürnkranz]], [[Bernhard Pfahringer]] ('''1998'''). ''Guest Editorial: First-Order Knowledge Discovery in Databases''. Applied Artificial Intelligence, Vol. 12, No. 5 |
| + | * [[Johannes Fürnkranz]] ('''1998'''). ''Integrative Windowing''. [https://arxiv.org/abs/cs/9805101 arXiv:cs/9805101] | ||
==2000 ...== | ==2000 ...== | ||
* [[Johannes Fürnkranz]] ('''2000'''). ''Machine Learning in Games: A Survey''. [https://en.wikipedia.org/wiki/Austrian_Research_Institute_for_Artificial_Intelligence Austrian Research Institute for Artificial Intelligence], OEFAI-TR-2000-3, [http://www.ofai.at/cgi-bin/get-tr?download=1&paper=oefai-tr-2000-31.pdf pdf] | * [[Johannes Fürnkranz]] ('''2000'''). ''Machine Learning in Games: A Survey''. [https://en.wikipedia.org/wiki/Austrian_Research_Institute_for_Artificial_Intelligence Austrian Research Institute for Artificial Intelligence], OEFAI-TR-2000-3, [http://www.ofai.at/cgi-bin/get-tr?download=1&paper=oefai-tr-2000-31.pdf pdf] | ||
| Line 26: | Line 27: | ||
* [[Johannes Fürnkranz]] ('''2017'''). ''Machine Learning and Game Playing''. in [https://en.wikipedia.org/wiki/Claude_Sammut Claude Sammut], [https://en.wikipedia.org/wiki/Geoff_Webb Geoffrey I. Webb] (eds) ('''2017'''). ''[https://link.springer.com/referencework/10.1007%2F978-1-4899-7687-1 Encyclopedia of Machine Learning and Data Mining]''. [https://en.wikipedia.org/wiki/Springer_Science%2BBusiness_Media Springer], [https://en.wikipedia.org/wiki/Boston Boston, MA] | * [[Johannes Fürnkranz]] ('''2017'''). ''Machine Learning and Game Playing''. in [https://en.wikipedia.org/wiki/Claude_Sammut Claude Sammut], [https://en.wikipedia.org/wiki/Geoff_Webb Geoffrey I. Webb] (eds) ('''2017'''). ''[https://link.springer.com/referencework/10.1007%2F978-1-4899-7687-1 Encyclopedia of Machine Learning and Data Mining]''. [https://en.wikipedia.org/wiki/Springer_Science%2BBusiness_Media Springer], [https://en.wikipedia.org/wiki/Boston Boston, MA] | ||
* [[Tobias Joppen]], [[Miriam Moneke]], [[Nils Schroder]], [[Christian Wirth]], [[Johannes Fürnkranz]] ('''2017'''). ''[http://ieeexplore.ieee.org/document/7970136/ Informed Hybrid Game Tree Search for General Video Game Playing]''. [[IEEE#TOCIAIGAMES|IEEE Transactions on Computational Intelligence and AI in Games]], Vol. PP, No. 99 | * [[Tobias Joppen]], [[Miriam Moneke]], [[Nils Schroder]], [[Christian Wirth]], [[Johannes Fürnkranz]] ('''2017'''). ''[http://ieeexplore.ieee.org/document/7970136/ Informed Hybrid Game Tree Search for General Video Game Playing]''. [[IEEE#TOCIAIGAMES|IEEE Transactions on Computational Intelligence and AI in Games]], Vol. PP, No. 99 | ||
| + | * [[Tobias Joppen]], [[Christian Wirth]], [[Johannes Fürnkranz]] ('''2018'''). ''Preference-Based Monte Carlo Tree Search''. [https://arxiv.org/abs/1807.06286 arXiv:1807.06286] | ||
| + | * [[Tobias Joppen]], [[Johannes Fürnkranz]] ('''2019'''). ''[https://www.groundai.com/project/ordinal-monte-carlo-tree-search/ Ordinal Monte Carlo Tree Search]''. [[Darmstadt University of Technology|TU Darmstadt)]], [https://arxiv.org/abs/1901.04274 arXiv:1901.04274] | ||
=Forum Posts= | =Forum Posts= | ||
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=References= | =References= | ||
<references /> | <references /> | ||
| − | |||
'''[[People|Up one level]]''' | '''[[People|Up one level]]''' | ||
| + | [[Category:Researcher|Fürnkranz]] | ||
Revision as of 18:32, 10 February 2019
Home * People * Johannes Fürnkranz
Johannes Fürnkranz [1]
Johannes Fürnkranz,
an Austrian mathematician, computer scientist, and AI researcher, since 2004 Professor in knowledge engineering [2] at the TU Darmstadt. His research spans various AI-fields, such as machine lekrning, data mining, and more recently Monte-Carlo tree search. He is editorial board member of various scientific AI-Periodical, such as the Journal of Artificial Intelligence Research (JAIR) [3].
Contents
Selected Publications
1996 ...
- Johannes Fürnkranz (1996). Machine Learning in Computer Chess: The Next Generation. ICCA Journal, Vol. 19, No. 3, zipped ps
- Johannes Fürnkranz (1997). Knowledge Discovery in Chess Databases: A Research Proposal. Technical Report OEFAI-TR-97-33, Austrian Research Institute for Artificial Intelligence, zipped ps, pdf [7]
- Franz-Günter Winkler, Johannes Fürnkranz (1997). On Effort in AI Research: A Description Along Two Dimensions. Deep Blue versus Kasparov, AAAI Workshop
- Franz-Günter Winkler, Johannes Fürnkranz (1998). A Hypothesis on the Divergence of AI Research. ICCA Journal, Vol. 21, No. 1, pdf
- Johannes Fürnkranz, Bernhard Pfahringer (1998). Guest Editorial: First-Order Knowledge Discovery in Databases. Applied Artificial Intelligence, Vol. 12, No. 5
- Johannes Fürnkranz (1998). Integrative Windowing. arXiv:cs/9805101
2000 ...
- Johannes Fürnkranz (2000). Machine Learning in Games: A Survey. Austrian Research Institute for Artificial Intelligence, OEFAI-TR-2000-3, pdf
- Johannes Fürnkranz, Bernhard Pfahringer, Hermann Kaindl, Stefan Kramer (2000). Learning to Use Operational Advice. ECAI-00, pdf
- Johannes Fürnkranz, Miroslav Kubat (eds.) (2001). Machines that Learn to Play Games. Advances in Computation: Theory and Practice, Vol. 8,. NOVA Science Publishers
- Michael Bowling, Johannes Fürnkranz, Thore Graepel, Ron Musick (2006). Machine learning and Games. Machine Learning, Vol. 63, No. 3
- Johannes Fürnkranz (2007). Recent advances in machine learning and game playing. ÖGAI Journal, Vol. 26, No. 2, Computer Game Playing, pdf
- Sacha Droste, Johannes Fürnkranz (2008). Learning of Piece Values for Chess Variants. Technical Report TUD–KE–2008-07, Knowledge Engineering Group, TU Darmstadt, pdf [8]
- Sacha Droste, Johannes Fürnkranz (2008). Learning the Piece Values for three Chess Variants. ICGA Journal, Vol. 31, No. 4
2010 ...
- Christian Wirth, Johannes Fürnkranz (2015). On Learning From Game Annotations. IEEE Transactions on Computational Intelligence and AI in Games, Vol. 7, No. 3
- Johannes Fürnkranz (2017). Machine Learning and Game Playing. in Claude Sammut, Geoffrey I. Webb (eds) (2017). Encyclopedia of Machine Learning and Data Mining. Springer, Boston, MA
- Tobias Joppen, Miriam Moneke, Nils Schroder, Christian Wirth, Johannes Fürnkranz (2017). Informed Hybrid Game Tree Search for General Video Game Playing. IEEE Transactions on Computational Intelligence and AI in Games, Vol. PP, No. 99
- Tobias Joppen, Christian Wirth, Johannes Fürnkranz (2018). Preference-Based Monte Carlo Tree Search. arXiv:1807.06286
- Tobias Joppen, Johannes Fürnkranz (2019). Ordinal Monte Carlo Tree Search. TU Darmstadt), arXiv:1901.04274
Forum Posts
- Re: Computer Chess and alpha-beta pruning by Johannes Fürnkranz, rgc, September 22, 1993 » Alpha-Beta, Iterative Deepening
- ChessBase for Windows and/or Fritz 3 Review by Johannes Fürnkranz, rgc, September 06, 1994 » Fritz
- ChessBase for Windows by Johannes Fürnkranz, rgc, November 01, 1994 » ChessBase (Database)
External Links
References
- ↑ Johannes Fürnkranz - Knowledge Engineering Group
- ↑ Knowledge Engineering Group TU Darmstadt
- ↑ Johannes Fürnkranz - Curriculum Vitae
- ↑ Johannes Fürnkranz - Research Areas (Selected Publications)
- ↑ ICGA Reference Database (pdf)
- ↑ dblp: Johannes Fürnkranz
- ↑ Knowledge discovery from Wikipedia
- ↑ Sacha Droste (2008). Lernen von Evaluierungsfunktionen für Schachvarianten Diplomarbeit, TU Darmstadt, Fachbereich Informatik, Fachgebiet Knowledge Engineering, Prof. Dr. J. Fürnkranz, pdf (German)
