@inproceedings{DBLP:conf/ilp/WestphalV021,

title = {A Simulated Annealing Meta-heuristic for Concept Learning in Description  Logics},

author = {Patrick Westphal and 

 Sahar Vahdati and 

 Jens Lehmann},

url = {https://jens-lehmann.org/files/2021/ilp_simulated_annealing_dl.pdf},

doi = {10.1007/978-3-030-97454-1_19},

year  = {2021},

date = {2021-01-01},

urldate = {2021-01-01},

booktitle = {Inductive Logic Programming - 30th International Conference, ILP 

 2021, Virtual Event, October 25-27, 2021, Proceedings},

volume = {13191},

pages = {266--281},

publisher = {Springer},

series = {Lecture Notes in Computer Science},

keywords = {Concept Learning in Description Logics},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{DBLP:conf/www/BuhmannLWB18,

title = {DL-Learner Structured Machine Learning on Semantic Web Data},

author = {Lorenz B\"{u}hmann and Jens Lehmann and Patrick Westphal and Simon Bin},

url = {https://jens-lehmann.org/files/2018/www_dllearner.pdf},

doi = {10.1145/3184558.3186235},

year  = {2018},

date = {2018-01-01},

urldate = {2018-01-01},

booktitle = {Companion of the The Web Conference 2018 on The Web Conference 2018, 

 WWW 2018, Lyon , France, April 23-27, 2018},

pages = {467--471},

publisher = {ACM},

keywords = {Concept Learning in Description Logics},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{DBLP:conf/bigdataconf/BinWLN17,

title = {Implementing scalable structured machine learning for big data in the SAKE project},

author = {Simon Bin and Patrick Westphal and Jens Lehmann and Axel Ngonga},

url = {https://jens-lehmann.org/files/2017/ieee_bigdata_sake.pdf},

doi = {10.1109/BigData.2017.8258073},

year  = {2017},

date = {2017-01-01},

booktitle = {2017 IEEE International Conference on Big Data, BigData 2017, Boston, 

 MA, USA, December 11-14, 2017},

pages = {1400--1407},

publisher = {IEEE Computer Society},

keywords = {Concept Learning in Description Logics},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{DBLP:conf/ecai/BinBLN16,

title = {Towards SPARQL-Based Induction for Large-Scale RDF Data Sets},

author = {Simon Bin and Lorenz B\"{u}hmann and Jens Lehmann and Axel-Cyrille Ngonga Ngomo},

url = {https://jens-lehmann.org/files/2016/ecai_dllearner_sparql.pdf},

doi = {10.3233/978-1-61499-672-9-1551},

year  = {2016},

date = {2016-01-01},

booktitle = {ECAI 2016 - 22nd European Conference on Artificial Intelligence, 

 29 August-2 September 2016, The Hague, The Netherlands - Including 

 Prestigious Applications of Artificial Intelligence (PAIS 2016)},

volume = {285},

pages = {1551--1552},

publisher = {IOS Press},

series = {Frontiers in Artificial Intelligence and Applications},

keywords = {Concept Learning in Description Logics},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{DBLP:conf/ekaw/0001FLB16,

title = {Integrating New Refinement Operators in Terminological Decision Trees Learning},

author = {Giuseppe Rizzo and Nicola Fanizzi and Jens Lehmann and Lorenz B\"{u}hmann},

url = {https://jens-lehmann.org/files/2016/ekaw_terminological_decision_trees.pdf},

doi = {10.1007/978-3-319-49004-5_33},

year  = {2016},

date = {2016-01-01},

booktitle = {Knowledge Engineering and Knowledge Management - 20th International 

 Conference, EKAW 2016, Bologna, Italy, November 19-23, 2016, Proceedings},

volume = {10024},

pages = {511--526},

series = {Lecture Notes in Computer Science},

keywords = {Concept Learning in Description Logics},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{DBLP:conf/ekaw/HassanZMCL16,

title = {ACRyLIQ: Leveraging DBpedia for Adaptive Crowdsourcing in Linked Data Quality Assessment},

author = {Umair ul Hassan and Amrapali Zaveri and Edgard Marx and Edward Curry and Jens Lehmann},

url = {https://jens-lehmann.org/files/2016/ekaw_acryliq.pdf},

doi = {10.1007/978-3-319-49004-5_44},

year  = {2016},

date = {2016-01-01},

booktitle = {Knowledge Engineering and Knowledge Management - 20th International 

 Conference, EKAW 2016, Bologna, Italy, November 19-23, 2016, Proceedings},

volume = {10024},

pages = {681--696},

series = {Lecture Notes in Computer Science},

keywords = {Concept Learning in Description Logics},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{DBLP:conf/i-semantics/BothWGHL15,

title = {The GeoKnow Generator Workbench - An Integrated Tool Supporting the Linked Data Lifecycle for Enterprise Usage},

author = {Andreas Both and Matthias Wauer and Alejandra Garc\'{i}a-Rojas and Daniel Hladky and Jens Lehmann},

url = {http://ceur-ws.org/Vol-1481/paper28.pdf},

year  = {2015},

date = {2015-01-01},

booktitle = {Joint Proceedings of the Posters and Demos Track of 11th International 

 Conference on Semantic Systems - SEMANTiCS 2015 and 1st Workshop on 

 Data Science: Methods, Technology and Applications (DSci15) 11th International 

 Conference on Semantic Systems - SEMANTiCS 2015, Vienna, Austria, 

 September 15-17, 2015},

volume = {1481},

pages = {92--95},

publisher = {CEUR-WS.org},

series = {CEUR Workshop Proceedings},

keywords = {Concept Learning in Description Logics, Knowledge Extraction},

pubstate = {unpublished},

tppubtype = {inproceedings}

}

@inproceedings{DBLP:conf/ekaw/BuhmannFLMV14,

title = {Inductive Lexical Learning of Class Expressions},

author = {Lorenz B\"{u}hmann and Daniel Fleischhacker and Jens Lehmann and Andr\'{e} Melo and Johanna V\"{o}lker},

url = {https://jens-lehmann.org/files/2014/ekaw_isle.pdf},

doi = {10.1007/978-3-319-13704-9_4},

year  = {2014},

date = {2014-01-01},

booktitle = {Knowledge Engineering and Knowledge Management - 19th International 

 Conference, EKAW 2014, Link\"{o}ping, Sweden, November 24-28, 

 2014. Proceedings},

volume = {8876},

pages = {42--53},

publisher = {Springer},

series = {Lecture Notes in Computer Science},

keywords = {Concept Learning in Description Logics},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{DBLP:conf/semweb/BuhmannL13,

title = {Pattern Based Knowledge Base Enrichment},

author = {Lorenz B\"{u}hmann and Jens Lehmann},

url = {https://jens-lehmann.org/files/2013/iswc_pattern_enrichment.pdf},

doi = {10.1007/978-3-642-41335-3_3},

year  = {2013},

date = {2013-01-01},

booktitle = {The Semantic Web - ISWC 2013 - 12th International Semantic Web Conference, 

 Sydney, NSW, Australia, October 21-25, 2013, Proceedings, Part I},

volume = {8218},

pages = {33--48},

publisher = {Springer},

series = {Lecture Notes in Computer Science},

keywords = {Concept Learning in Description Logics},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{DBLP:conf/aswc/HellmannLUSLS12,

title = {Navigation-Induced Knowledge Engineering by Example},

author = {Sebastian Hellmann and Jens Lehmann and J\"{o}rg Unbehauen and Claus Stadler and Thanh Nghia Lam and Markus Strohmaier},

url = {https://jens-lehmann.org/files/2012/jist_nke.pdf},

doi = {10.1007/978-3-642-37996-3_14},

year  = {2012},

date = {2012-01-01},

booktitle = {Semantic Technology, Second Joint International Conference, JIST 

 2012, Nara, Japan, December 2-4, 2012. Proceedings},

volume = {7774},

pages = {207--222},

publisher = {Springer},

series = {Lecture Notes in Computer Science},

keywords = {Concept Learning in Description Logics},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{DBLP:conf/aswc/CherixHL12,

title = {Improving the Performance of the DL-Learner SPARQL Component for Semantic Web Applications},

author = {Didier Cherix and Sebastian Hellmann and Jens Lehmann},

url = {https://jens-lehmann.org/files/2012/jist_dllearner_sparql.pdf},

doi = {10.1007/978-3-642-37996-3_25},

year  = {2012},

date = {2012-01-01},

booktitle = {Semantic Technology, Second Joint International Conference, JIST 

 2012, Nara, Japan, December 2-4, 2012. Proceedings},

volume = {7774},

pages = {332--337},

publisher = {Springer},

series = {Lecture Notes in Computer Science},

keywords = {Concept Learning in Description Logics},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{DBLP:conf/ekaw/BuhmannL12,

title = {Universal OWL Axiom Enrichment for Large Knowledge Bases},

author = {Lorenz B\"{u}hmann and Jens Lehmann},

url = {https://jens-lehmann.org/files/2012/ekaw_enrichment.pdf},

doi = {10.1007/978-3-642-33876-2_8},

year  = {2012},

date = {2012-01-01},

booktitle = {Knowledge Engineering and Knowledge Management - 18th International 

 Conference, EKAW 2012, Galway City, Ireland, October 8-12, 2012. 

 Proceedings},

volume = {7603},

pages = {57--71},

publisher = {Springer},

series = {Lecture Notes in Computer Science},

keywords = {Concept Learning in Description Logics},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{DBLP:conf/esws/LehmannB11,

title = {AutoSPARQL: Let Users Query Your Knowledge Base},

author = {Jens Lehmann and Lorenz B\"{u}hmann},

url = {https://jens-lehmann.org/files/2011/autosparql_eswc.pdf},

doi = {10.1007/978-3-642-21034-1_5},

year  = {2011},

date = {2011-01-01},

booktitle = {The Semantic Web: Research and Applications - 8th Extended Semantic 

 Web Conference, ESWC 2011, Heraklion, Crete, Greece, May 29-June 

 2, 2011, Proceedings, Part I},

volume = {6643},

pages = {63--79},

publisher = {Springer},

series = {Lecture Notes in Computer Science},

keywords = {Concept Learning in Description Logics, Question Answering over Knowledge Graphs},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{DBLP:conf/isda/IglesiasL11,

title = {Towards integrating fuzzy logic capabilities into an ontology-based Inductive Logic Programming framework},

author = {Josu\'{e} Iglesias and Jens Lehmann},

url = {https://jens-lehmann.org/files/2011/dllearner_fuzzy.pdf},

doi = {10.1109/ISDA.2011.6121843},

year  = {2011},

date = {2011-01-01},

booktitle = {11th International Conference on Intelligent Systems Design and Applications, 

 ISDA 2011, C\'{o}rdoba, Spain, November 22-24, 2011},

pages = {1323--1328},

publisher = {IEEE},

keywords = {Concept Learning in Description Logics},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{DBLP:conf/semweb/HellmannUL10,

title = {HANNE - A Holistic Application for Navigational Knowledge Engineering},

author = {Sebastian Hellmann and J\"{o}rg Unbehauen and Jens Lehmann},

url = {http://ceur-ws.org/Vol-658/paper522.pdf 

https://jens-lehmann.org/files/2010/hanne_iswc.pdf},

year  = {2010},

date = {2010-01-01},

booktitle = {Proceedings of the ISWC 2010 Posters & Demonstrations Track: 

 Collected Abstracts, Shanghai, China, November 9, 2010},

volume = {658},

publisher = {CEUR-WS.org},

series = {CEUR Workshop Proceedings},

keywords = {Concept Learning in Description Logics},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{DBLP:conf/semweb/LehmannB10,

title = {ORE - A Tool for Repairing and Enriching Knowledge Bases},

author = {Jens Lehmann and Lorenz B\"{u}hmann},

url = {https://jens-lehmann.org/files/2010/ore_iswc.pdf},

doi = {10.1007/978-3-642-17749-1_12},

year  = {2010},

date = {2010-01-01},

booktitle = {The Semantic Web - ISWC 2010 - 9th International Semantic Web Conference, 

 ISWC 2010, Shanghai, China, November 7-11, 2010, Revised Selected 

 Papers, Part II},

volume = {6497},

pages = {177--193},

publisher = {Springer},

series = {Lecture Notes in Computer Science},

keywords = {Concept Learning in Description Logics},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{DBLP:conf/ilp/LehmannH09,

title = {Ideal Downward Refinement in the emphEL Description Logic},

author = {Jens Lehmann and Christoph Haase},

url = {https://jens-lehmann.org/files/2009/el_ilp.pdf},

doi = {10.1007/978-3-642-13840-9_8},

year  = {2009},

date = {2009-01-01},

booktitle = {Inductive Logic Programming, 19th International Conference, ILP 

 2009, Leuven, Belgium, July 02-04, 2009. Revised Papers},

volume = {5989},

pages = {73--87},

publisher = {Springer},

series = {Lecture Notes in Computer Science},

keywords = {Concept Learning in Description Logics},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{DBLP:conf/semweb/HellmannLA08,

title = {Learning of OWL Class Descriptions on Very Large Knowledge Bases},

author = {Sebastian Hellmann and Jens Lehmann and S\"{o}ren Auer},

url = {http://ceur-ws.org/Vol-401/iswc2008pd_submission_83.pdf 

https://jens-lehmann.org/files/2008/kb_extraction.pdf},

year  = {2008},

date = {2008-01-01},

urldate = {2008-01-01},

booktitle = {Proceedings of the Poster and Demonstration Session at the 7th International 

 Semantic Web Conference (ISWC2008), Karlsruhe, Germany, October 28, 

 2008},

volume = {401},

publisher = {CEUR-WS.org},

series = {CEUR Workshop Proceedings},

keywords = {Concept Learning in Description Logics},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{DBLP:conf/ilp/LehmannH07,

title = {A Refinement Operator Based Learning Algorithm for the emphALC Description Logic},

author = {Jens Lehmann and Pascal Hitzler},

url = {https://jens-lehmann.org/files/2008/alc_learning_algorithm.pdf},

doi = {10.1007/978-3-540-78469-2_17},

year  = {2007},

date = {2007-01-01},

booktitle = {Inductive Logic Programming, 17th International Conference, ILP 

 2007, Corvallis, OR, USA, June 19-21, 2007, Revised Selected Papers},

volume = {4894},

pages = {147--160},

publisher = {Springer},

series = {Lecture Notes in Computer Science},

keywords = {Concept Learning in Description Logics},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{DBLP:conf/ilp/LehmannH07a,

title = {Foundations of Refinement Operators for Description Logics},

author = {Jens Lehmann and Pascal Hitzler},

url = {https://jens-lehmann.org/files/2008/operator_analysis.pdf},

doi = {10.1007/978-3-540-78469-2_18},

year  = {2007},

date = {2007-01-01},

booktitle = {Inductive Logic Programming, 17th International Conference, ILP 

 2007, Corvallis, OR, USA, June 19-21, 2007, Revised Selected Papers},

volume = {4894},

pages = {161--174},

publisher = {Springer},

series = {Lecture Notes in Computer Science},

keywords = {Concept Learning in Description Logics},

pubstate = {published},

tppubtype = {inproceedings}

}