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Anzahl der Einträge: 37.

Zeitschriftenartikel

Ristoski, Petar ; Rosati, Jessica ; Di Noia, Tommaso ; De Leone, Renato ; Paulheim, Heiko ORCID: 0000-0003-4386-8195 (2019) RDF2Vec: RDF graph embeddings and their applications. Semantic Web Amsterdam 10 4 721-752 [Zeitschriftenartikel]

Ristoski, Petar ; Petrovski, Petar ; Mika, Peter ; Paulheim, Heiko ORCID: 0000-0003-4386-8195 (2018) A machine learning approach for product matching and categorization. Semantic Web Amsterdam 9 5 707-728 [Zeitschriftenartikel]

Ristoski, Petar ; Paulheim, Heiko ORCID: 0000-0003-4386-8195 (2016) Semantic Web in data mining and knowledge discovery: a comprehensive survey. Open Access Web Semantics Amsterdam [u.a.] 36 1-22 [Zeitschriftenartikel]
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Lehmberg, Oliver ; Ritze, Dominique ; Ristoski, Petar ; Meusel, Robert ; Paulheim, Heiko ORCID: 0000-0003-4386-8195 ; Bizer, Christian ORCID: 0000-0003-2367-0237 (2015) The Mannheim Search Join Engine. Web Semantics Amsterdam [u.a.] 35 3 159-166 [Zeitschriftenartikel]

Ristoski, Petar ; Bizer, Christian ORCID: 0000-0003-2367-0237 ; Paulheim, Heiko ORCID: 0000-0003-4386-8195 (2015) Mining the web of linked data with RapidMiner. Open Access Web Semantics Amsterdam [u.a.] 35 3 142-151 [Zeitschriftenartikel]
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Buch

Verborgh, Ruben ; Hose, Katja ; Paulheim, Heiko ORCID: 0000-0003-4386-8195 ; Champin, Pierre-Antoine ; Maleshkova, Maria ; Corcho, Oscar ; Ristoski, Petar ; Alam, Mehwish (2021) The semantic web - 18th international conference, ESWC 2021, virtual event, June 6-10, 2021, proceedings. Lecture Notes in Computer Science Berlin [u.a.] 12731 [Buch]

Buchkapitel

Paulheim, Heiko ORCID: 0000-0003-4386-8195 ; Schulz, Axel ; Janssen, Frederik ; Ristoski, Petar ; Schweizer, Immanuel (2015) Intelligente Datenauswertung mit Linked Open Data. Ege, Börteçin Corporate Semantic Web Berlin ; Heidelberg 187-201 [Buchkapitel]

Ristoski, Petar ; Loza Mencía, Eneldo ; Paulheim, Heiko ORCID: 0000-0003-4386-8195 (2014) A Hybrid Multi-strategy Recommender System Using Linked Open Data. Open Access Presutti, Valentina Semantic Web Evaluation Challenge : SemWebEval 2014 at ESWC 2014, Anissaras, Crete, Greece, May 25-29, 2014, Revised Selected Papers Communications in Computer and Information Science Cham 475 150-156 [Buchkapitel]
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Dissertation

Ristoski, Petar (2018) Exploiting semantic web knowledge graphs in data mining. Open Access Mannheim [Dissertation]
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Konferenzveröffentlichung

Steenwinckel, Bram ; Vandewiele, Gilles ; Bonte, Pieter ; Weyns, Michael ; Paulheim, Heiko ORCID: 0000-0003-4386-8195 ; Ristoski, Petar ; De Turck, Filip ; Ongenae, Femke Walk extraction strategies for node embeddings with RDF2Vec in knowledge graphs. Kotsis, Gabriele ; Tjoa, A. Min ; Khalil, Ismail ; Moser, Bernhard ; Mashkoor, Atif ; Sametinger, Johannes ; Fensel, Anna ; Martinez-Gil, Jorge ; Fischer, Lukas ; Czech, Gerald ; Sobieczky, Florian ; Khan, Sohail Communications in Computer and Information Science 1479 70-80 In: Database and expert systems applications - DEXA 2021 Workshops : BIOKDD, IWCFS, MLKgraphs, AI-CARES, ProTime, AISys 2021, virtual event, September 27–30, 2021, proceedings (2021) Cham DEXA 2021 (Online) [Konferenzveröffentlichung]

Gentile, Anna Lisa ; Ristoski, Petar ; Eckel, Steffen ; Ritze, Dominique ; Paulheim, Heiko ORCID: 0000-0003-4386-8195 Entity matching on web tables: a table embeddings approach for blocking. Markl, Volker 510-513 In: Advances in Database Technology - EDBT 2017 : 20th International Conference on Extending Database Technology, Venice, Italy, March 21–24, 2017, Proceedings (2017) Konstanz 20. International Conference on Extending Database Technology (EDBT) (Venice, Italy) [Konferenzveröffentlichung]

Cochez, Michael ; Ristoski, Petar ; Ponzetto, Simone Paolo ORCID: 0000-0001-7484-2049 ; Paulheim, Heiko ORCID: 0000-0003-4386-8195 Biased graph walks for RDF graph embeddings. Akerkar, Rajendra Article 21, 1-12 In: WIMS '17 Proceedings of the 7th International Conference on Web Intelligence, Mining and Semantics : Amantea, Italy, June 19 - 22, 2017 (2017) New York, NY 7th ACM International Conference on Web Intelligence, Mining and Semantics (Amantea, Italy) [Konferenzveröffentlichung]

Ristoski, Petar ; Faralli, Stefano ; Ponzetto, Simone Paolo ORCID: 0000-0001-7484-2049 ; Paulheim, Heiko ORCID: 0000-0003-4386-8195 Large-scale taxonomy induction using entity and word embeddings. Sheth, Amit 81-87 In: WI 2017 : proceedings of the International Conference on Web Intelligence, Leipzig, Germany, August 23-26, 2017 (2017) New York, NY International Conference on Web Intelligence 2017 (Leipzig, Germany) [Konferenzveröffentlichung]

Cochez, Michael ; Ristoski, Petar ; Ponzetto, Simone Paolo ORCID: 0000-0001-7484-2049 ; Paulheim, Heiko ORCID: 0000-0003-4386-8195 Global RDF vector space embeddings. Open Access d'Amato, Claudia Lecture Notes in Computer Science 10587 190-207 In: The Semantic Web – ISWC 2017 : 16th International Semantic Web Conference, Vienna, Austria, October 21–25, 2017, proceedings, part I (2017) Berlin [u.a.] International Semantic Web Conference 2017 (Wien, Österreich) [Konferenzveröffentlichung]
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Ristoski, Petar ; Paulheim, Heiko ORCID: 0000-0003-4386-8195 Analyzing statistics with background knowledge from Linked Open Data. Capadisli, Sarven CEUR Workshop Proceedings 1549 Article 12 In: SemStats 2013 : Proceedings of the 1st International Workshop on Semantic Statistics co-located with 13th International Semantic Web Conference (ISWC 2013), Sydney, Australia, October 11th, 2013 (2016) Aachen, Germany SemStats 2013, 1st International Workshop on Semantic Statistics (Sydney, Australia) [Konferenzveröffentlichung]

Ristoski, Petar ; Paulheim, Heiko ORCID: 0000-0003-4386-8195 ; Svátek, Vojtěch ; Zeman, Vaclav The Linked Data Mining Challenge 2016. Paulheim, Heiko CEUR Workshop Proceedings 1586 1-8 In: Know@LOD&CoDeS 2016 : Joint Proceedings of the 5th Workshop on Data Mining and Knowledge Discovery meets Linked Open Data and 1st International Workshop on Completing and Debugging the Semantic Web ...with 13th ESWC 2016, Heraklion, Greece, May 30th 2016 (2016) Aachen, Germany Know@LOD&CoDeS 2016 (Heraklion, Greece) [Konferenzveröffentlichung]

Ristoski, Petar ; Mika, Peter Enriching product ads with Metadata from HTML annotations. Open Access Sack, Harald Lecture Notes in Computer Science 9678 151-167 In: The Semantic Web. Latest Advances and New Domains : 13th International Conference, ESWC 2016, Heraklion, Crete, Greece, May 29 - June 2, 2016, Proceedings (2016) Berlin [u.a.] 13th International Conference, ESWC 2016 (Heraklion, Crete, Greece) [Konferenzveröffentlichung]
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Rosati, Jessica ; Ristoski, Petar ; Di Noia, Tommaso ; Leone, Renato de ; Paulheim, Heiko ORCID: 0000-0003-4386-8195 RDF graph embeddings for content-based recommender systems. Open Access Bogers, Toine CEUR Workshop Proceedings 1673 23-30 In: CBRecSys 2016 : Proceedings of the 3rd Workshop on New Trends in Content-Based Recommender Systems co-located with ACM Conference on Recommender Systems (RecSys 2016) Boston, MA, USA, September 16, 2016 (2016) Aachen, Germany [Konferenzveröffentlichung]
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Ristoski, Petar ; Paulheim, Heiko ORCID: 0000-0003-4386-8195 RDF2Vec: RDF graph embeddings for data mining. Open Access Groth, Paul Lecture Notes in Computer Science 9981 498-514 In: The Semantic Web - ISWC 2016 : 15th International Semantic Web Conference, Kobe, Japan, October 17-21, 2016, Proceedings, Part I (2016) Berlin [u.a.] 15th International Semantic Web Conference (ISWC) 2016 (Kobe, Japan) [Konferenzveröffentlichung]
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Ristoski, Petar ; Vries, Gerben Klaas Dirk de ; Paulheim, Heiko ORCID: 0000-0003-4386-8195 A collection of benchmark datasets for systematic evaluations of machine learning on the Semantic Web. Open Access Groth, Paul Lecture Notes in Computer Science 9982 186-194 In: The Semantic Web - ISWC 2016 : 15th International Semantic Web Conference, Kobe, Japan, October 17-21, 2016, Proceedings, Part II (2016) Berlin [u.a.] 15th International Semantic Web Conference (ISWC) 2016 (Kobe, Japan) [Konferenzveröffentlichung]
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Schulz, Axel ; Janssen, Frederik ; Ristoski, Petar ; Fürnkranz, Johannes Event-based clustering for reducing labeling costs of event-related microposts. Open Access Cha, Meeyoung 686-689 In: ICWSM 15 : Proceedings of the 9th International AAAI Conference on Web and Social Media, Oxford, UK, May 26, 2015 – May 29, 2015 (2015) Palo Alto, Calif. [Konferenzveröffentlichung]
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Ristoski, Petar Towards Linked Open Data enabled data mining: strategies for feature generation, propositionalization, selection, and consolidation. Open Access Gandon, Fabien Lecture Notes in Computer Science 9088 772-782 In: The Semantic Web. Latest Advances and New Domains : 12th European Semantic Web Conference, ESWC 2015, Portoroz, Slovenia, May 31 - June 4, 2015. Proceedings (2015) Berlin [u.a.] [Konferenzveröffentlichung]
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Schulz, Axel ; Ristoski, Petar ; Fürnkranz, Johannes ; Janssen, Frederik Event-based clustering for reducing labeling costs of incident-related microposts. Open Access Katakis, Ioannis CEUR Workshop Proceedings 1392 44-52 In: MUD 2015 Mining Urban Data : Proceedings of the 2nd International Workshop on Mining Urban Data co-located with 32nd International Conference on Machine Learning (ICML 2015) Lille, France, July 11th, 2015 (2015) Aachen, Germany [Konferenzveröffentlichung]
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Ristoski, Petar ; Paulheim, Heiko ORCID: 0000-0003-4386-8195 Visual analysis of statistical data on maps using Linked Open Data. Open Access Gandon, Fabien Lecture Notes in Computer Science 9341 138-143 In: The Semantic Web: ESWC 2015 Satellite Events : ESWC 2015 Satellite Events, Portorož, Slovenia, May 31--June 4, 2015, Revised Selected Papers (2015) Berlin [u.a.] ESWC 2015 Satellite Events (Portorož, Slovenia) [Konferenzveröffentlichung]
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Schäfer, Benjamin ; Ristoski, Petar ; Paulheim, Heiko ORCID: 0000-0003-4386-8195 What is special about Bethlehem, Pennsylvania? Identifying unexpected facts about DBpedia entities. Open Access Villata, Serena CEUR Workshop Proceedings 1486 Paper 46 In: ISWC-P&D 2015 : Proceedings of the ISWC 2015 Posters & Demonstrations Track co-located with the 14th International Semantic Web Conference (ISWC-2015) Bethlehem, PA, USA, October 11, 2015 (2015) Aachen, Germany ISWC-P&D 2015 (Bethlehem, PA) [Konferenzveröffentlichung]
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Ristoski, Petar ; Schuhmacher, Michael ; Paulheim, Heiko ORCID: 0000-0003-4386-8195 Using graph metrics for linked open data enabled recommender systems. Open Access Stuckenschmidt, Heiner Lecture Notes in Business Information Processing : LNBIP 239 30-41 In: E-Commerce and Web Technologies : 16th International Conference on Electronic Commerce and Web Technologies, EC-Web 2015, Valencia, Spain, September 2015, revised selected papers (2015) Berlin [u.a.] EC-Web 2015 (Valencia, Spain) [Konferenzveröffentlichung]
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Ristoski, Petar ; Paulheim, Heiko ORCID: 0000-0003-4386-8195 ; Svátek, Vojtěch ; Zeman, Vaclav The Linked Data Mining Challenge 2015. Völker, Johanna CEUR Workshop Proceedings 1365 Paper 13 In: Knowledge Discovery and Data Mining Meets Linked Open Data : Proceedings of the 4th Workshop on Knowledge Discovery and Data Mining Meets Linked Open Data co-located with 12th Extended Semantic Web Conference (ESWC 2015) Portoroz, Slovenia, May 31, 2015 (2015) Aachen, Germany ESWC 2015 Satellite Events (Portoroz, Slovenia) [Konferenzveröffentlichung]

Ristoski, Petar ; Paulheim, Heiko ORCID: 0000-0003-4386-8195 A Comparison of Propositionalization Strategies for Creating Features from Linked Open Data. Tiddi, Ilaria CEUR Workshop Proceedings 1232 Paper 1 In: LD4KD 2014 : 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, Sept. 19th, 2014 (2014) Aachen, Germany 1st Workshop on Linked Data for Knowledge Discovery (Nancy, France) [Konferenzveröffentlichung]

Paulheim, Heiko ORCID: 0000-0003-4386-8195 ; Ristoski, Petar ; Mitichkin, Evgeny ; Bizer, Christian ORCID: 0000-0003-2367-0237 Data Mining with Background Knowledge from the Web. Fischer, Simon 1-14 In: Proceedings of the 5th RapidMiner World (2014) (2014) Aachen 5th RapidMiner World (Boston, Mass.) [Konferenzveröffentlichung]

Ristoski, Petar ; Paulheim, Heiko ORCID: 0000-0003-4386-8195 Feature Selection in Hierarchical Feature Spaces. Open Access Džeroski, Sašo Lecture Notes in Computer Science 8777 288-300 In: Discovery Science : 17th International Conference, DS 2014, Bled, Slovenia, October 8-10, 2014. Proceedings (2014) Berlin [u.a.] DS 2014 (Bled, Slovenia) [Konferenzveröffentlichung]
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Schulz, Axel ; Ristoski, Petar ; Paulheim, Heiko ORCID: 0000-0003-4386-8195 I See a Car Crash: Real-time Detection of Small Scale Incidents in Microblogs. Cimiano, Philipp Lecture Notes in Computer Science 7955 22-33 In: The Semantic Web: ESWC 2013 Satellite Events : ESWC 2013, Satellite Events, Montpellier, France, May 26-30, 2013, Revised Selected Papers (2013) Berlin [u.a.] ESWC 2013 (Montpellier, France) [Konferenzveröffentlichung]

Schulz, Axel ; Ristoski, Petar The Car That Hit The Burning House: Understanding Small Scale Incident Related Information in Microblogs. Open Access Daly, Elizabeth M. Technical report / Association for the Advancement of Artificial Intelligence. WS 13-04 11-14 In: When the City Meets the Citizen : Papers from the 2013 ICWSM Workshop (2013) Palo Alto, Calif. The 2nd When the City Meets the Citizen Workshop (WCMCW) 2013 [Konferenzveröffentlichung]
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Jovanovik, Milos ; Ristoski, Petar ; Trajanov, Dimitar A System for Suggestion and Execution of Semantically : Annotated Actions based on Service Composition. Open Access Trajkovik, Vladimir Advances in Intelligent Systems and Computing 231 97-109 In: ICT Innovations 2013 : ICT Innovations and Education (2013) Cham [Konferenzveröffentlichung]
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Trajanov, Dimitar ; Stojanov, Riste ; Jovanovik, Milos ; Zdraveski, Vladimir ; Ristoski, Petar ; Georgiev, Marjan ; Filiposka, Sonja Semantic Sky A Platform for Cloud Service Integration based on Semantic Web Technologies. Open Access Presutti, Valentina I-SEMANTICS '12 - 8th International Conference on Semantic Systems 109-116 In: I-SEMANTICS 2012 : proceedings of the 8th International Conference on Semantic Systems, September 5-7 2012, Graz, Austria (2012) New York, NY [Konferenzveröffentlichung]
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Ristoski, Petar ; Efremov, Marjan ; Zdraveski, Vladimir ; Trajanov, Dimitar JDeveloper 11g R2 Jena Adapter Extension. Open Access Bakeva, Verica 1-5 In: Proceedings of the Ninth International Conference on Informatics and Information Technology, CIIT 2012, April 19 - 22, 2012, Molika, Bitola, Macedonia (2012) Skopje [Konferenzveröffentlichung]
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Efremov, Marjan ; Zdraveski, Vladimir ; Ristoski, Petar ; Trajanov, Dimitar Semantic Stored Procedures Programming Environment and Performance Analysis. Open Access Kocarev, Ljupco Advances in Intelligent and Soft Computing 150 357-366 In: ICT innovations 2011 (2012) Berlin [u.a.] (Skopje) [Konferenzveröffentlichung]
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Bericht

Lehmberg, Oliver ; Ritze, Dominique ; Ristoski, Petar ; Eckert, Kai ; Paulheim, Heiko ORCID: 0000-0003-4386-8195 ; Bizer, Christian ORCID: 0000-0003-2367-0237 (2014) Extending Tables with Data from over a Million Websites. Open Access Semantic Web Challenge 2014 [Karlsruhe] [u.a.] [Bericht]
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