Publications

Note on Citing: If you want to refer to the software DL-Learner, please cite the Journal of Machine Learning Research (JMLR) article, which appeared in the open source track. If you want to refer to the algorithms and methods used in DL-Learner, please cite the Machine Learning journal (MLj) article.

  • Ideal Downward Refinement in the EL Description Logic Lehmann, Jens; Haase, Christoph (2009).
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  • Ideal Downward Refinement in the EL Description Logic. Lehmann, Jens; Haase, Christoph (2009).
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  • Concept Learning in Description Logics Using Refinement Operators. Lehmann, Jens; Hitzler, Pascal (2009).
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  • Learning of OWL Class Descriptions on Very Large Knowledge Bases. Hellmann, Sebastian; Lehmann, Jens; Auer, Sören (2009).
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  • DL-Learner: Learning Concepts in Description Logics. Lehmann, Jens (2009).
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  • Learning of OWL Class Descriptions on Very Large Knowledge Bases. Hellmann, Sebastian; Lehmann, Jens; Auer, Sören in CEUR Workshop Proceedings, C. Bizer, Joshi, A. (eds.) (2008). (Vol. 401)
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  • Foundations of Refinement Operators for Description Logics. Lehmann, Jens; Hitzler, Pascal in Lecture Notes in Computer Science, H. Blockeel, Ramon, J., Shavlik, J. W., Tadepalli, P. (eds.) (2007). (Vol. 4894) 161--174.
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  • A Refinement Operator Based Learning Algorithm for the ALC Description Logic. Lehmann, Jens; Hitzler, Pascal in Lecture Notes in Computer Science, H. Blockeel, Ramon, J., Shavlik, J. W., Tadepalli, P. (eds.) (2007). (Vol. 4894) 147--160.
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  • Foundations of Refinement Operators for Description Logics Lehmann, Jens; Hitzler, Pascal (2007).
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  • Hybrid Learning of Ontology Classes. Lehmann, Jens in Lecture Notes in Computer Science, P. Perner (ed.) (2007). (Vol. 4571) 883--898.
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  • A Refinement Operator Based Learning Algorithm for the $\ALC$ Description Logic Lehmann, Jens; Hitzler, Pascal (2007).
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