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ORCIDPetar Ristoski
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- affiliation: University of Mannheim, Germany
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2020 – today
- 2023
[c49]Petar Ristoski, Sathish Kandasamy, Aleksandr Matiushkin, Sneha Kamath, Qunzhi Zhou:
Wisdom of the Sellers: Mining Seller Data for eCommerce Knowledge Graph Generation. ESWC (Satellite Events) 2023: 195-199- [c48]Shahla Farzana
, Qunzhi Zhou, Petar Ristoski:
Knowledge Graph-Enhanced Neural Query Rewriting. WWW (Companion Volume) 2023: 911-919 - 2022
- [c47]Lizzie Liang, Sneha Kamath, Petar Ristoski, Qunzhi Zhou, Zhe Wu:
Fifty Shades of Pink: Understanding Color in e-commerce using Knowledge Graphs. CIKM 2022: 5090-5091 - [c46]Petar Ristoski, Aritra Mandal, Simon Becker, Anu Mandalam, Ethan Hart, Sanjika Hewavitharana, Zhe Wu, Qunzhi Zhou:
Shoe Size Resolution in Search Queries and Product Listings using Knowledge Graphs. CIKM 2022: 5094-5095 - [c45]Youssef Drissi, Markus Ettl, Anna Lisa Gentile, Scott McFaddin, Petar Ristoski, Wei Sun:
Analyzing the Impact of Complaints on Customer Satisfaction in the Travel Industry. HICSS 2022: 1-10 - [e2]Anastasia Dimou, Armin Haller, Anna Lisa Gentile, Petar Ristoski:
Proceedings of the ISWC 2022 Posters, Demos and Industry Tracks: From Novel Ideas to Industrial Practice co-located with 21st International Semantic Web Conference (ISWC 2022), Virtual Conference, Hangzhou, China, October 23-27, 2022. CEUR Workshop Proceedings 3254, CEUR-WS.org 2022 [contents] - [i4]Dmitry Yu. Zubarev, Petar Ristoski:
Topology-Driven Generative Completion of Lacunae in Molecular Data. CoRR abs/2208.00063 (2022) - 2021
- [c44]Muntasir Wahed, Daniel Gruhl, Alfredo Alba, Anna Lisa Gentile, Petar Ristoski, Chad DeLuca, Steve Welch, Ismini Lourentzou:
SAUCE: Truncated Sparse Document Signature Bit-Vectors for Fast Web-Scale Corpus Expansion. CIKM 2021: 4173-4183 - [c43]Bram Steenwinckel, Gilles Vandewiele, Pieter Bonte, Michael Weyns, Heiko Paulheim, Petar Ristoski, Filip De Turck, Femke Ongenae:
Walk Extraction Strategies for Node Embeddings with RDF2Vec in Knowledge Graphs. DEXA Workshops 2021: 70-80 - [c42]Petar Ristoski, Zhizhong Lin, Qunzhi Zhou:
KG-ZESHEL: Knowledge Graph-Enhanced Zero-Shot Entity Linking. K-CAP 2021: 49-56 - [c41]Ismini Lourentzou, Daniel Gruhl, Alfredo Alba, Anna Lisa Gentile, Petar Ristoski, Chad DeLuca, Steven R. Welch, Chengxiang Zhai:
AdaReNet: Adaptive Reweighted Semi-supervised Active Learning to Accelerate Label Acquisition. PETRA 2021: 431-438 - [c40]Qunzhi Zhou, Zhe Wu, Jon Degenhardt, Ethan Hart, Petar Ristoski, Aritra Mandal, Julie Netzloff, Anu Mandalam:
Leveraging Knowledge Graph and DeepNER to Improve UoM Handling in Search. ISWC (Posters/Demos/Industry) 2021 - [e1]Ruben Verborgh, Katja Hose, Heiko Paulheim, Pierre-Antoine Champin, Maria Maleshkova, Óscar Corcho, Petar Ristoski, Mehwish Alam:
The Semantic Web - 18th International Conference, ESWC 2021, Virtual Event, June 6-10, 2021, Proceedings. Lecture Notes in Computer Science 12731, Springer 2021, ISBN 978-3-030-77384-7 [contents] - [i3]Petar Ristoski, Stefano Faralli, Simone Paolo Ponzetto, Heiko Paulheim:
Large-scale Taxonomy Induction Using Entity and Word Embeddings. CoRR abs/2105.01305 (2021) - [i2]Muntasir Wahed, Daniel Gruhl, Alfredo Alba, Anna Lisa Gentile, Petar Ristoski, Chad DeLuca, Steve Welch, Ismini Lourentzou:
SAUCE: Truncated Sparse Document Signature Bit-Vectors for Fast Web-Scale Corpus Expansion. CoRR abs/2108.11948 (2021) - 2020
- [j7]Petar Ristoski, Anna Lisa Gentile, Alfredo Alba, Daniel Gruhl, Steve Welch:
Large-scale relation extraction from web documents and knowledge graphs with human-in-the-loop. J. Web Semant. 60: 100546 (2020) - [c39]Petar Ristoski, Dmitry Yu. Zubarev, Anna Lisa Gentile, Nathaniel Park, Daniel Sanders, Daniel Gruhl, Linda Kato, Steve Welch:
Expert-in-the-loop AI for Polymer Discovery. CIKM 2020: 2701-2708 - [c38]Maria Angela Pellegrino, Abdulrahman Altabba, Martina Garofalo, Petar Ristoski, Michael Cochez:
GEval: A Modular and Extensible Evaluation Framework for Graph Embedding Techniques. ESWC 2020: 565-582 - [c37]Chad DeLuca, Anna Lisa Gentile, Petar Ristoski, Steve Welch:
Understanding Data Centers from Logs: Leveraging External Knowledge for Distant Supervision. ISWC (2) 2020: 601-616 - [i1]Gilles Vandewiele, Bram Steenwinckel, Pieter Bonte, Michael Weyns, Heiko Paulheim, Petar Ristoski, Filip De Turck, Femke Ongenae:
Walk Extraction Strategies for Node Embeddings with RDF2Vec in Knowledge Graphs. CoRR abs/2009.04404 (2020)
2010 – 2019
- 2019
- [b2]Petar Ristoski:
Exploiting Semantic Web Knowledge Graphs in Data Mining. Studies on the Semantic Web 38, IOS Press 2019, ISBN 978-1-61499-980-5, pp. i-xviii, 1-226 - [j6]Petar Ristoski, Jessica Rosati, Tommaso Di Noia, Renato De Leone, Heiko Paulheim:
RDF2Vec: RDF graph embeddings and their applications. Semantic Web 10(4): 721-752 (2019) - [c36]Anna Lisa Gentile, Daniel Gruhl, Petar Ristoski, Steve Welch:
Information Extraction in Editorial Setting. A Tale of PDFs. ESWC (Satellite Events) 2019: 69-74 - [c35]Anna Lisa Gentile, Daniel Gruhl, Petar Ristoski, Steve Welch:
Explore and Exploit. Dictionary Expansion with Human-in-the-Loop. ESWC 2019: 131-145 - [c34]Maria Angela Pellegrino, Michael Cochez, Martina Garofalo, Petar Ristoski:
A Configurable Evaluation Framework for Node Embedding Techniques. ESWC (Satellite Events) 2019: 156-160 - [c33]Anna Lisa Gentile, Daniel Gruhl, Petar Ristoski, Steve Welch:
Personalized Knowledge Graphs for the Pharmaceutical Domain. ISWC (2) 2019: 400-417 - [c32]Alfredo Alba, Chad DeLuca, Anna Lisa Gentile, Daniel Gruhl, Linda Kato, Chris Kau, Petar Ristoski, Steve Welch:
Identifying High Value Opportunities for Human in the Loop Lexicon Expansion. WWW (Companion Volume) 2019: 604-609 - [c31]Alfredo Alba, Chad DeLuca, Anna Lisa Gentile, Daniel Gruhl, Linda Kato, Chris Kau, Petar Ristoski, Steve Welch:
Task Oriented Data Exploration with Human-in-the-Loop. A Data Center Migration Use Case. WWW (Companion Volume) 2019: 610-613 - 2018
- [b1]Petar Ristoski:
Exploiting semantic web knowledge graphs in data mining. University of Mannheim, Germany, 2018, ISBN 978-3-89838-742-2 - [j5]Petar Ristoski, Petar Petrovski, Peter Mika, Heiko Paulheim:
A machine learning approach for product matching and categorization. Semantic Web 9(5): 707-728 (2018) - [c30]Kenneth L. Clarkson, Anna Lisa Gentile, Daniel Gruhl, Petar Ristoski, Joseph Terdiman, Steve Welch:
User-Centric Ontology Population. ESWC 2018: 112-127 - [c29]Alfredo Alba, Daniel Gruhl, Petar Ristoski, Steve Welch:
Interactive Dictionary Expansion using Neural Language Models. HumL@ISWC 2018: 7-15 - 2017
- [j4]Mehwish Alam, Diego Reforgiato Recupero, Misael Mongiovì, Aldo Gangemi, Petar Ristoski:
Event-based knowledge reconciliation using frame embeddings and frame similarity. Knowl. Based Syst. 135: 192-203 (2017) - [c28]Anna Lisa Gentile, Petar Ristoski, Steffen Eckel, Dominique Ritze, Heiko Paulheim:
Entity Matching on Web Tables: a Table Embeddings approach for Blocking. EDBT 2017: 510-513 - [c27]Alfredo Alba, Anni Coden, Anna Lisa Gentile, Daniel Gruhl, Petar Ristoski, Steve Welch:
Multi-lingual Concept Extraction with Linked Data and Human-in-the-Loop. K-CAP 2017: 24:1-24:8 - [c26]Mehwish Alam, Diego Reforgiato Recupero, Misael Mongiovì, Aldo Gangemi, Petar Ristoski:
Frame Embeddings for Event-Based Knowledge Reconciliation. ISWC (Posters, Demos & Industry Tracks) 2017 - [c25]Mehwish Alam, Diego Reforgiato Recupero, Misael Mongiovì, Aldo Gangemi, Petar Ristoski:
Reconciling Event-Based Knowledge Through RDF2VEC. HybridSemStats@ISWC 2017 - [c24]Alfredo Alba, Anni Coden, Anna Lisa Gentile, Daniel Gruhl, Petar Ristoski, Steve Welch:
Language Agnostic Dictionary Extraction. ISWC (Posters, Demos & Industry Tracks) 2017 - [c23]Michael Cochez, Petar Ristoski, Simone Paolo Ponzetto, Heiko Paulheim:
Global RDF Vector Space Embeddings. ISWC (1) 2017: 190-207 - [c22]Petar Ristoski, Stefano Faralli, Simone Paolo Ponzetto, Heiko Paulheim:
Large-scale taxonomy induction using entity and word embeddings. WI 2017: 81-87 - [c21]Michael Cochez, Petar Ristoski, Simone Paolo Ponzetto, Heiko Paulheim:
Biased graph walks for RDF graph embeddings. WIMS 2017: 21:1-21:12 - 2016
- [j3]Petar Ristoski, Heiko Paulheim:
Semantic Web in data mining and knowledge discovery: A comprehensive survey. J. Web Semant. 36: 1-22 (2016) - [c20]Petar Ristoski, Peter Mika:
Enriching Product Ads with Metadata from HTML Annotations. ESWC 2016: 151-167 - [c19]Petar Ristoski, Heiko Paulheim, Vojtech Svátek, Vaclav Zeman:
The Linked Data Mining Challenge 2016. (KNOW@LOD/CoDeS)@ESWC 2016 - [c18]Jessica Rosati, Petar Ristoski, Tommaso Di Noia, Renato De Leone, Heiko Paulheim:
RDF Graph Embeddings for Content-based Recommender Systems. CBRecSys@RecSys 2016: 23-30 - [c17]Petar Ristoski, Gerben Klaas Dirk de Vries, Heiko Paulheim:
A Collection of Benchmark Datasets for Systematic Evaluations of Machine Learning on the Semantic Web. ISWC (2) 2016: 186-194 - [c16]Petar Ristoski, Heiko Paulheim:
RDF2Vec: RDF Graph Embeddings for Data Mining. ISWC (1) 2016: 498-514 - 2015
- [j2]Petar Ristoski, Christian Bizer, Heiko Paulheim:
Mining the Web of Linked Data with RapidMiner. J. Web Semant. 35: 142-151 (2015) - [j1]Oliver Lehmberg, Dominique Ritze, Petar Ristoski, Robert Meusel, Heiko Paulheim, Christian Bizer:
The Mannheim Search Join Engine. J. Web Semant. 35: 159-166 (2015) - [c15]Petar Ristoski, Michael Schuhmacher, Heiko Paulheim:
Using Graph Metrics for Linked Open Data Enabled Recommender Systems. EC-Web 2015: 30-41 - [c14]Petar Ristoski, Heiko Paulheim:
Visual Analysis of Statistical Data on Maps Using Linked Open Data. ESWC (Satellite Events) 2015: 138-143 - [c13]Petar Ristoski:
Towards Linked Open Data Enabled Data Mining - Strategies for Feature Generation, Propositionalization, Selection, and Consolidation. ESWC 2015: 772-782 - [c12]Petar Ristoski, Heiko Paulheim, Vojtech Svátek, Vaclav Zeman:
The Linked Data Mining Challenge 2015. KNOW@LOD 2015 - [c11]Axel Schulz, Petar Ristoski, Johannes Fürnkranz, Frederik Janssen:
Event-based Clustering for Reducing Labeling Costs of Incident-Related Microposts. MUD@ICML 2015: 44-52 - [c10]Axel Schulz, Frederik Janssen, Petar Ristoski, Johannes Fürnkranz:
Event-Based Clustering for Reducing Labeling Costs of Event-related Microposts. ICWSM 2015: 686-689 - [c9]Benjamin Schäfer, Petar Ristoski, Heiko Paulheim:
What is Special about Bethlehem, Pennsylvania? Identifying Unusual Facts about DBpedia Entities. ISWC (Posters & Demos) 2015 - 2014
- [c8]Petar Ristoski, Heiko Paulheim:
Feature Selection in Hierarchical Feature Spaces. Discovery Science 2014: 288-300 - [c7]Petar Ristoski, Eneldo Loza Mencía, Heiko Paulheim:
A Hybrid Multi-strategy Recommender System Using Linked Open Data. SemWebEval@ESWC 2014: 150-156 - [c6]Petar Ristoski, Heiko Paulheim:
A Comparison of Propositionalization Strategies for Creating Features from Linked Open Data. LD4KD 2014 - 2013
- [c5]Axel Schulz, Petar Ristoski, Heiko Paulheim:
I See a Car Crash: Real-Time Detection of Small Scale Incidents in Microblogs. ESWC (Satellite Events) 2013: 22-33 - [c4]Milos Jovanovik, Petar Ristoski, Dimitar Trajanov:
A System for Suggestion and Execution of Semantically Annotated Actions Based on Service Composition. ICT Innovations 2013: 97-109 - [c3]Petar Ristoski, Heiko Paulheim:
Analyzing Statistics with Background Knowledge from Linked Open Data. SemStats@ISWC 2013 - 2012
- [c2]Dimitar Trajanov, Vladimir Zdraveski, Riste Stojanov, Petar Ristoski, Sonja Filiposka, Milos Jovanovik, Marjan Georgiev:
Semantic sky: a platform for cloud service integration based on semantic web technologies. I-SEMANTICS 2012: 109-116 - 2011
- [c1]Marjan Efremov, Vladimir Zdraveski, Petar Ristoski, Dimitar Trajanov:
Semantic Stored Procedures Programming Environment and Performance Analysis. ICT Innovations 2011: 357-366
Coauthor Index
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