New Publications
- Towards Linked Research Data: An Institutional Approach
- Bi-directional Inter-dependencies of Subjective Expressions and Targets and their Value for a Joint Model
- Committee-based Selection of Weakly Labeled Instances for Learning Relation Extraction
- Proceedings of Interacting with Linked Data (ILD 2012), workshop co-located with the 9th Extended Semantic Web Conference, May 28, 2012, Heraklion, Greece
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Biblio |
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2011. Online semi-supervised growing neural gas. Workshop New Challenges in Neural Computation 2011. :21-23.
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In Press. DYNG: Dynamic Online Growing Neural Gas for Stream Data. European Symposium on Artificial Neural Networks. Download: dyng.pdf (98.92 KB)
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2012. Online Semi-supervised Growing Neural Gas. International Journal of Neural Systems. 22(5) Download: ossgng.pdf (111.12 KB)
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2012. Towards action representation within the framework of conceptual spaces: Preliminary results. The 8th International Cognitive Robotics Workshop (CogRob'12). :8-15. Download: aaai_beyer.pdf (507.56 KB)
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2011. Online labelling strategies for growing neural gas. Proceedings of the 12th International Conference on Intelligent Data Engineering and Automated Learning (IDEAL 2011). :76-83. Download: ogng.pdf (91.8 KB)
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2006. Learning Ontologies to Improve Text Clustering and Classification. From Data and Information Analysis to Knowledge Engineering: Proceedings of the 29th Annual Conference of the German Classification Society (GfKl 2005), Magdeburg, Germany, March 9-11, 2005. 30:334-341.
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2005. An Ontology-based Framework for Text Mining. LDV Forum - GLDV Journal for Computational Linguistics and Language Technology. 20:87-112.
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2007. Harvesting Relations from the Web -Quantifiying the Impact of Filtering Functions. Proceedings of the 22nd Conference on Artificial Intelligence (AAAI-07). :1316–1323.
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2008. Scaling up Pattern Induction for Web Relation Extraction through Frequent Itemset Mining. Proceedings of the KI 2008 Workshop on Ontology-Based Information Extraction Systems.
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2007. Iterative Learning of Relation Patterns for Market Analysis with UIMA. UIMA Workshop at GLDV Frühjahrstagung.
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2008. The Fast and the Numerous – Combining Machine and Community Intelligence. Proceedings of the AAAI 2008 Workshop on Wikipedia and Artifical Intelligence. Technical Report WS-08-15
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2011. Relation Extraction for the Semantic Web with Taxonomic Sequential Patterns. Applied Semantic Web Technologies.
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2006. Learning Patterns from the Web - Evaluating the Evaluation Functions - Extended Abstract. OTT'06 - Ontologies in Text Technology: Approaches to Extract Semantic KnowledInformation. 1-2007
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2007. Using the Web to Reduce Data Sparseness in Pattern-based Information Extraction. Proceedings of the 11th European Conference on Principles and Practice of Knowledge Discovery in Databases (PKDD). :18-29.
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2007. A Human Evaluation of Filtering Functions for Pattern-based Extraction of Arbitrary Relations from the Web. Building and Exploring Web Corpora. Proceedings of the 3rd Web as Corpus Workshop.
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2013. Committee-based Selection of Weakly Labeled Instances for Learning Relation Extraction. Conference on Intelligent Text Processing and Computational Linguistics. Abstract
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2011. Ontology Lexicalization: The lemon perspective. 9th International Conference on Terminology and Artificial Intelligence. Download: tia2011.pdf (109.51 KB)
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2008. Ontology-based Information Extraction and Integration from Heterogeneous Data Sources. International Journal of Human Computer Studies (JHCS). 66:759-788.
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2006. Ontology-based Information Extraction with SOBA. Proceedings of the International Conference on Language Resources and Evaluation (LREC). :2321-2324.
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2006. SOBA: SmartWeb Ontology-based Annotation. Proceedings of the Demo Session at the International Semantic Web Conference (ISWC).
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2005. Ontology Learning from Text: An Overview. Ontology Learning from Text: Methods, Evaluation and Applications. 123
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2006. LingInfo: Design and Applications of a Model for the Integration of Linguistic Information in Ontologies. Proceedings of the OntoLex Workshop at LREC. :28-32.
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2006. Generating and Visualizing a Soccer Knowledge Base. Proceedings of the EACL06 Demo Session. :123-125.
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2008. Constructing Integrated Corpus and Lexicon Models for Multi-Layer Annotation in OWL DL. Linguistic Issues in Language Technology. 1(1):1-33.
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2008. Formalising Multi-layer Corpora in OWL DL – Lexicon Modelling, Querying and Consistency Control. 3rd International Joint Conference on Natural Language Processing (IJCNLP 2008). :389-396.
