Back to overview
Export results as [feed] RSS 1.0 [feed] RSS 2.0
Order by: Document Type | Year of publication | No order
Number of items: 10.

Article

Melo, André ; Paulheim, Heiko ORCID: 0000-0003-4386-8195 (2019) Local and global feature selection for multilabel classification with binary relevance : An empirical comparison on flat and hierarchical problems. Artificial Intelligence Review Dordrecht [u.a.] 51 1 33-60 [Article]

Melo, André ; Völker, Johanna ; Paulheim, Heiko ORCID: 0000-0003-4386-8195 (2017) Type prediction in noisy RDF knowledge bases using hierarchical multilabel classification with graph and latent features. International Journal on Artificial Intelligence Tools : IJAIT Singapur [u.a.] 26 2 Art. 1760011,1-32 [Article]

Melo, André ; Völker, Johanna (2015) Probabilistic Frequent Itemset Mining with Hierarchical Background Knowledge. Open Access International Journal of Knowledge Engineering : IJKE Singapore 1 2 92-99 [Article]
[img]
Preview

Doctoral dissertation

Melo, André (2018) Automatic refinement of large-scale cross-domain knowledge graphs. Open Access Mannheim [Doctoral dissertation]
[img]
Preview

Conference or workshop publication

Melo, André ; Paulheim, Heiko ORCID: 0000-0003-4386-8195 Synthesizing knowledge graphs for link and type prediction benchmarking. Blomqvist, Eva Lecture Notes in Computer Science 10249 136-151 In: The Semantic Web : 14th International Conference, ESWC 2017, Portorož, Slovenia, May 28 - June 1, 2017, Proceedings, Part I (2017) Cham ESWC 2017 (Portorož, Slovenia) [Conference or workshop publication]

Melo, André ; Paulheim, Heiko ORCID: 0000-0003-4386-8195 Detection of relation assertion errors in knowledge graphs. Open Access Corcho, Oscar Article 22,1-8 In: Proceedings of the Knowledge Capture Conference, K-CAP 2017, Austin, TX, USA, December 4-6, 2017 (2017) New York, NY, USA K-CAP 2017 (Austin, TX) [Conference or workshop publication]
[img]
Preview

Melo, André ; Paulheim, Heiko ORCID: 0000-0003-4386-8195 An approach to correction of erroneous links in knowledge graphs. Open Access Tiddi, Ilaria CEUR Workshop Proceedings 2065 54-57 In: K-CAPSAT-2017 : Proceedings of Workshops and Tutorials of the 9th International Conference on Knowledge Capture (K-CAP2017) Austin, Texas, December 4th, 2017 (2017) Aachen Quality Engineering Meets Knowledge Graph : QEKGraph Workshop co-located with the International Conference on Knowledge Capture (K-CAP 2017) (Austin, TX) [Conference or workshop publication]
[img]
Preview

Melo, André ; Paulheim, Heiko ORCID: 0000-0003-4386-8195 ; Völker, Johanna Type prediction in RDF knowledge bases using hierarchical multilabel classification. Open Access Akerkar, Rajendra Article 14, 1-10 In: Proceedings of the 6th International Conference on Web Intelligence, Mining and Semantics, WIMS 2016, Nîmes, France, June 13-15, 2016 (2016) New York, NY 6th International Conference on Web Intelligence, Mining and Semantics, {WIMS} 2016 (Nimes, France) [Conference or workshop publication]
[img]
Preview

Melo, André ; Theobald, Martin ; Völker, Johanna Correlation-based Refinement of Rules with Numerical Attributes. Eberle, William 345-350 In: Proceedings of the twenty-seventh International Conference of the Florida Artificial Intelligence Research Society (FLAIRS) : May 21 - 23, 2014 Pensacola Beach, Florida, USA (2014) Palo Alto, Calif. [Conference or workshop publication]

Bühmann, Lorenz ; Fleischhacker, Daniel ; Lehmann, Jens ; Melo, André ; Völker, Johanna Inductive Lexical Learning of Class Expressions. Janowicz, Krzysztof Lecture Notes in Computer Science 8876 42-53 In: Knowledge Engineering and Knowledge Management : 19th International Conference, EKAW 2014, Linköping, Sweden, November 24-28, 2014, Proceedings (2014) Berlin [u.a.] [Conference or workshop publication]

This list was created automatically on Sun Mar 29 05:14:08 2020 CEST