PhD Petar Ristoski

  Petar Ristoski, Christian Bizer, Heiko Paulheim: Mining the web of linked data with rapidminer. Web Semantics: Science, Services and Agents on the World Wide Web, Vol 35, pages 142–151, 2015.

  Petar Ristoski, Heiko Paulheim: Semantic Web in Data Mining and Knowledge Discovery: A Comprehensive Survey. Web Semantics: Science, Services and Agents on the World Wide Web, Vol 36, pages 1–22, 2016.

  Petar Ristoski, Jessica Rosati, Tommaso Di Noia, Renato de Leone, Heiko Paulheim: RDF2Vec: RDF Graph Embeddings and Their Applications. The Semantic Web Journal, 2018

  Petar Ristoski, Petar Petrovski, Petar Mika, Heiko Paulheim: A Machine Learning Approach for Product Matching and Categorization. The Semantic Web Journal, 2018

  Mehwish Alam, Diego Reforgiato Recupero, Misael Mongiovi, Aldo Gangemi, Petar Ristoski: Event-Based Knowledge Reconciliation using Frame Embeddings and Frame Similarity. Journal of Knowledge-Based Systems, September, 2017.

  Oliver Lehmberg, Dominique Ritze, Petar Ristoski, Robert Meusel, Heiko Paulheim, Christian Bizer: The mannheim search join engine. Web Semantics: Science, Services and Agents on the World Wide Web, Vol 35, pages 159–1166, 2015.

  Heiko Paulheim, Petar Ristoski, Evgeny Mitichkin, Christian Bizer: Data mining with background knowledge from the web. Proceedings of the 5th RapidMiner World, Boston, USA, pages 1–14, 2014

  Petar Ristoski, Eneldo Loza Mencía, Heiko Paulheim: A hybrid multi-strategy recommender system using linked open data. Semantic Web Evaluation Challenge, Crete, Greece, May, 2014.

  Petar Ristoski, Heiko Paulheim: Feature selection in hierarchical feature spaces. Proceedings of the 17th International Conference on Discovery Science, Bled, Slovenia, October, 2014.

  Petar Ristoski, Heiko Paulheim: Visual Analysis of Statistical Data on Maps Using Linked Open Data. Revised Selected Papers of the 12th European Semantic Web Conference, Portoroz, Slovenia, May 2015.

  Petar Ristoski: Towards Linked Open Data Enabled Data Mining. Proceedings of the 12th European Semantic Web Conference, Portoroz, Slovenia, May 2015.

  Petar Ristoski, Michael Schuhmacher, Heiko Paulheim: Using Graph Metrics for Linked Open Data Enabled Recommender Systems. Proceedings of the 16th International Conference on Electronic Commerce and Web Technologies, Valencia, Spain, September, 2015.

  Petar Ristoski, Heiko Paulheim: Rdf2Vec: RFG Graph Embeddings for Data Mining. Proceedings of the 15th International Semantic Web Conference, Kobe, Japan, October, 2016

  Petar Ristoski, Gerben Klaas Dirk de Vries, Heiko Paulheim: A Collection of Benchmark Datasets for Systematic Evaluations of Machine Learning on the Semantic Web. Proceedings of the 15th International Semantic Web Conference, Kobe, Japan, October, 2016.

  Michael Cochez, Petar Ristoski, Simone Paolo Ponzetto, Heiko Paulheim: Biased Graph Walks for RDF Graph Embeddings. Proceedings of the 7th International Conference on Web Intelligence, Mining and Semantics, Amantea, Italy, June, 2017.

  Petar Ristoski, Stefano Faralli, Simone Paolo Ponzetto, Heiko Paulheim: Large-scale taxonomy induction using entity and word embeddings. Proceedings of the International Conference on Web Intelligence, pages 81–87, 2017.

  Petar Ristoski, Peter Mika: Enriching Product Ads with Metadata from HTML Annotations. Proceedings of the 13th International Conference on The Semantic Web, Heraklion, Greece, May, 2016.

  Anna Lisa Gentile, Petar Ristoski, Steffen Eckel, Dominique Ritze, Heiko Paulheim: Entity Matching on Web Tables: a Table Embeddings approach for Blocking. Proceedings of the 20th International Conference on Extending Database, March, 2017.

  Michael Cochez, Petar Ristoski, Simone Paolo Ponzetto, Heiko Paulheim:: Global RDF Vector Space Embeddings. Proceedings of the 16th International Semantic Web Conference, Vienna, Austria, October, 2017.

  Petar Ristoski, Heiko Paulheim: Analyzing statistics with background knowledge from linked open data. Proceedings of the 1st International Workshop on Semantic Statistics co-located with 12th International Semantic Web Conference (ISWC 2013), Sydney, Australia, October 11th, 2013.

  Petar Ristoski, Heiko Paulheim: A Comparison of Propositionalization Strategies for Creating Features from Linked Open Data. Proceedings of the 1st Workshop on Linked Data for Knowledge Discovery co-located with European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD 2014), Nancy, France, September 19th, 2014

  Petar Ristoski, Heiko Paulheim, Vojtech Svatek, and Vaclav Zeman: Linked Data Mining Challenge 2015. Proceedings of the 4th Workshop on Data Mining and Knowledge Discovery meets Linked Open Data, Portoroz, Slovenia, May 31, 2015.

  Petar Ristoski, Heiko Paulheim, Vojtech Svatek, and Vaclav Zeman: Linked Data Mining Challenge 2016. Proceedings of the 5th Workshop on Data Mining and Knowledge Discovery meets Linked Open Data, Heraklion, Greece, May 30th, 2016.

  Jessica Rosati, Petar Ristoski, Tommaso Di Noia, Renato de Leone, Heiko Paulheim: RDF graph embeddings for content-based recommender systems. Proceedings of the 3rd Workshop on New Trends in Content-based Recommender Systems, in conjunction with the 10th ACM Conference on Recommender Systems Boston, MA, USA, September 16, 2016.

  Benjamin Schäfer, Petar Ristoski, Heiko Paulheim: What is special about Bethlehem, Pennsylvania?: identifying unexpected facts about DBpedia entities CEUR workshop proceedings, 2015.