Petar Ristoski  Petar Ristoski photo         

contact information

Research Staff Member
Almaden Research Center, San Jose, CA, USA
  +1dash408dash927dash2020

links



2018

User-Centric Ontology Population
Kenneth Clarkson, Anna Lisa Gentile, Daniel Gruhl, Petar Ristoski, Joseph Terdiman, Steve Welch
European Semantic Web Conference, pp. 112--127, 2018

Exploiting semantic web knowledge graphs in data mining
Ristoski, Petar
Ph.D. Thesis, 2018
Abstract


2017

Multi-lingual Concept Extraction with Linked Data and Human-in-the-Loop
Alba, Alfredo and Coden, Anni and Gentile, Anna Lisa and Gruhl, Daniel and Ristoski, Petar and Welch, Steve
Proceedings of the Knowledge Capture Conference, pp. 24, 2017
Abstract

Event-based knowledge reconciliation using frame embeddings and frame similarity
Alam, Mehwish and Recupero, Diego Reforgiato and Mongiovi, Misael and Gangemi, Aldo and Ristoski, Petar
Knowledge-Based Systems135, 192--203, Elsevier, 2017
Abstract

Global rdf vector space embeddings
Cochez, Michael and Ristoski, Petar and Ponzetto, Simone Paolo and Paulheim, Heiko
International Semantic Web Conference, pp. 190--207, 2017
Abstract

Entity Matching on Web Tables: a Table Embeddings approach for Blocking.
Gentile, Anna Lisa and Ristoski, Petar and Eckel, Steffen and Ritze, Dominique and Paulheim, Heiko
EDBT, pp. 510--513, 2017
Abstract

Biased graph walks for RDF graph embeddings
Cochez, Michael and Ristoski, Petar and Ponzetto, Simone Paolo and Paulheim, Heiko
Proceedings of the 7th International Conference on Web Intelligence, Mining and Semantics, pp. 21, 2017
Abstract

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


2016

The Linked Data Mining Challenge 2016.
Ristoski, Petar and Paulheim, Heiko and Sv{\'a}tek, Vojtech and Zeman, Vaclav
(KNOW@ LOD/CoDeS)@ ESWC, 2016
Abstract

Enriching product ads with metadata from html annotations
Ristoski, Petar and Mika, Peter
International Semantic Web Conference, pp. 151--167, 2016
Abstract

RDF graph embeddings for content-based recommender systems
Rosati, Jessica and Ristoski, Petar and Di Noia, Tommaso and Leone, Renato de and Paulheim, Heiko
CEUR workshop proceedings, pp. 23--30, 2016
Abstract

A collection of benchmark datasets for systematic evaluations of machine learning on the semantic web
Ristoski, Petar and de Vries, Gerben Klaas Dirk and Paulheim, Heiko
International Semantic Web Conference, pp. 186--194, 2016
Abstract

Semantic Web in data mining and knowledge discovery: A comprehensive survey
Ristoski, Petar and Paulheim, Heiko
Web semantics: science, services and agents on the World Wide Web36, 1--22, Elsevier, 2016
Abstract

Rdf2vec: Rdf graph embeddings for data mining
Ristoski, Petar and Paulheim, Heiko
International Semantic Web Conference, pp. 498--514, 2016
Abstract


2015

Event-based clustering for reducing labeling costs of incident-related microposts
Axel Schulz, Petar Ristoski, Johannes F\"urnkranz, Frederik Janssen
CEUR workshop proceedings, pp. 44--52, 2015

Event-Based Clustering for Reducing Labeling Costs of Event-related Microposts.
Schulz, Axel and Janssen, Frederik and Ristoski, Petar and F{\"u}rnkranz, Johannes
ICWSM, pp. 686--689, 2015
Abstract

Using graph metrics for linked open data enabled recommender systems
Ristoski, Petar and Schuhmacher, Michael and Paulheim, Heiko
International Conference on Electronic Commerce and Web Technologies, pp. 30--41, 2015
Abstract

The Linked Data Mining Challenge 2015.
Ristoski, Petar and Paulheim, Heiko and Sv{\'a}tek, Vojtech and Zeman, Vaclav
KNOW@ LOD, 2015
Abstract

What is special about Bethlehem, Pennsylvania?: identifying unexpected facts about DBpedia entities
Sch{\"a}fer, Benjamin and Ristoski, Petar and Paulheim, Heiko
CEUR workshop proceedings, pp. Paper--46, 2015
Abstract

Towards linked open data enabled data mining
Ristoski, Petar
European Semantic Web Conference, pp. 772--782, 2015
Abstract

Visual analysis of statistical data on maps using linked open data
Ristoski, Petar and Paulheim, Heiko
International Semantic Web Conference, pp. 138--143, 2015
Abstract

The mannheim search join engine
Lehmberg, Oliver and Ritze, Dominique and Ristoski, Petar and Meusel, Robert and Paulheim, Heiko and Bizer, Christian
Web Semantics: Science, Services and Agents on the World Wide Web35, 159--166, Elsevier, 2015
Abstract

Mining the web of linked data with rapidminer
Ristoski, Petar and Bizer, Christian and Paulheim, Heiko
Web Semantics: Science, Services and Agents on the World Wide Web35, 142--151, Elsevier, 2015
Abstract


2014

A System for Suggestion and Execution of Semantically Annotated Actions Based on Service Composition
Milos Jovanovik, Petar Ristoski, Dimitar Trajanov
ICT Innovations 2013, pp. 97--109, Springer, 2014

Extending tables with data from over a million websites
Lehmberg, Oliver and Ritze, Dominique and Ristoski, Petar and Eckert, Kai and Paulheim, Heiko and Bizer, Christian
Semantic Web Challenge 2014
Abstract

Feature selection in hierarchical feature spaces
Ristoski, Petar and Paulheim, Heiko
International Conference on Discovery Science, pp. 288--300, 2014
Abstract

Data mining with background knowledge from the web
Paulheim, Heiko and Ristoski, Petar and Mitichkin, Evgeny and Bizer, Christian
RapidMiner World, 1--14, 2014
Abstract

A hybrid multi-strategy recommender system using linked open data
Ristoski, Petar and Menc{\'\i}a, Eneldo Loza and Paulheim, Heiko
Semantic Web Evaluation Challenge, pp. 150--156, 2014
Abstract

A comparison of propositionalization strategies for creating features from linked open data
Ristoski, Petar and Paulheim, Heiko
Linked Data for Knowledge Discovery6, 2014
Abstract


2013

Exploiting Linked Open Data as Background Knowledge in Data Mining.
Paulheim, Heiko
DMoLD1082, Citeseer, 2013
Abstract

The car that hit the burning house: understanding small scale incident related information in microblogs
Schulz, Axel and Ristoski, Petar
AAAI Technical Report/WS13, 11--14, AAAI Press, 2013
Abstract

Analyzing statistics with background knowledge from linked open data
Ristoski, Petar and Paulheim, Heiko
Workshop on Semantic Statistics, 2013
Abstract

I see a car crash: Real-time detection of small scale incidents in microblogs
Schulz, Axel and Ristoski, Petar and Paulheim, Heiko
Extended Semantic Web Conference, pp. 22--33, 2013
Abstract


2012

Semantic Environment Stored and Procedures Performance Programming Analysis
Efremov, Marjan and Zdraveski, Vladimir and Ristoski, Petar and Trajanov, Dimitar
ICT Innovations 2011150, 357, Springer Science & Business Media, 2012
Abstract

JDeveloper 11g R2 Jena Adapter Extension
Ristoski, Petar and Efremov, Marjan and Zdraveski, Vladimir and Trajanov, Dimitar
2012 - eprints.finki.ukim.mk, Faculty of Computer Science and Engineering, Ss. Cyril and Methodius University in Skopje, Macedonia
Abstract

Semantic Stored Procedures Programming Environment and performance analysis
Efremov, Marjan and Zdraveski, Vladimir and Ristoski, Petar and Trajanov, Dimitar
ICT Innovations 2011, pp. 357--366, Springer, 2012
Abstract

Semantic sky: a platform for cloud service integration based on semantic web technologies
Trajanov, Dimitar and Stojanov, Riste and Jovanovik, Milos and Zdraveski, Vladimir and Ristoski, Petar and Georgiev, Marjan and Filiposka, Sonja
Proceedings of the 8th International Conference on Semantic Systems, pp. 109--116, 2012
Abstract


Year Unknown

Language Agnostic Dictionary Extraction
Alfredo Alba, Anni Coden, Anna Lisa Gentile, Daniel Gruhl, Petar Ristoski, Steve Welch
0

Reconciling Event-Based Knowledge Through RDF2VEC
Alam, Mehwish and Recupero, Diego Reforgiato and Mongiovi, Misael and Gangemi, Aldo and Ristoski, Petar
ceur-ws.org, 0
Abstract

Frame Embeddings for Event-Based Knowledge Reconciliation
Alam, Mehwish and Recupero, Diego Reforgiato and Mongiovi, Misael and Gangemi, Aldo and Ristoski, Petar
iswc2017.semanticweb.org
Abstract




Projects and Groups