Johannes Fürnkranz
TitleCited byYear
Multilabel classification via calibrated label ranking
J Fürnkranz, E Hüllermeier, EL Mencía, K Brinker
Machine learning 73 (2), 133-153, 2008
Separate-and-conquer rule learning
J Fürnkranz
Artificial Intelligence Review 13 (1), 3-54, 1999
Preference learning
J Fürnkranz, E Hüllermeier
Springer-Verlag, 2011
Round robin classification
J Fürnkranz
Journal of Machine Learning Research 2 (Mar), 721-747, 2002
Label ranking by learning pairwise preferences
E Hüllermeier, J Fürnkranz, W Cheng, K Brinker
Artificial Intelligence 172 (16-17), 1897-1916, 2008
Incremental reduced error pruning
J Fürnkranz, G Widmer
Proceedings of the International Conference on Machine Learning, 70-77, 1994
Roc ‘n’rule learning—towards a better understanding of covering algorithms
J Fürnkranz, PA Flach
Machine Learning 58 (1), 39-77, 2005
A study using n-gram features for text categorization
J Fürnkranz
Austrian Research Institute for Artifical Intelligence 3 (1998), 1-10, 1998
Foundations of Rule Learning
J Fürnkranz, D Gamberger, N Lavrac
Springer-Verlag, 2012
Pairwise preference learning and ranking
J Fürnkranz, E Hüllermeier
European conference on machine learning, 145-156, 2003
Large-scale multi-label text classification—revisiting neural networks
J Nam, J Kim, EL Mencía, I Gurevych, J Fürnkranz
European Conference on Machine learning and Knowledge Discovery in Databases …, 2014
Exploiting structural information for text classification on the WWW
J Fürnkranz
International Symposium on Intelligent Data Analysis, 487-497, 1999
An evaluation of grading classifiers
AK Seewald, J Fürnkranz
International symposium on intelligent data analysis, 115-124, 2001
A case study in using linguistic phrases for text categorization on the WWW
J Fürnkranz, T Mitchell, E Riloff
Proceedings from the AAAI/ICML Workshop on Learning for Text Categorization …, 1998
Pruning algorithms for rule learning
J Fürnkranz
Machine learning 27 (2), 139-172, 1997
A unified model for multilabel classification and ranking
K Brinker, J Fürnkranz, E Hüllermeier
Proceedings of the 2006 conference on ECAI 2006: 17th European Conference on …, 2006
Unsupervised generation of data mining features from linked open data
H Paulheim, J Fümkranz
Proceedings of the 2nd international conference on web intelligence, mining …, 2012
An analysis of rule evaluation metrics
J Fürnkranz, PA Flach
Proceedings of the International Conference on Machine Learning 20, 202, 2003
Efficient pairwise multilabel classification for large-scale problems in the legal domain
EL Mencia, J Fürnkranz
Joint European Conference on Machine Learning and Knowledge Discovery in …, 2008
Machines that learn to play games
J Fürnkranz, M Kubat
Nova Science Pub Inc, 2001
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