Blaz Fortuna

Orcid: 0000-0002-8585-9388

Affiliations:
  • Jozef Stefan Institute


According to our database1, Blaz Fortuna authored at least 71 papers between 2005 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

Book 
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PhD thesis 
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Links

Online presence:

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Bibliography

2024
Active learning and novel model calibration measurements for automated visual inspection in manufacturing.
J. Intell. Manuf., June, 2024

2023
Human-centric artificial intelligence architecture for industry 5.0 applications.
Int. J. Prod. Res., October, 2023

Human in the AI loop via xAI and Active Learning for Visual Inspection.
CoRR, 2023

2022
Knowledge graph-based rich and confidentiality preserving Explainable Artificial Intelligence (XAI).
Inf. Fusion, 2022

Actionable cognitive twins for decision making in manufacturing.
Int. J. Prod. Res., 2022

Enriching Artificial Intelligence Explanations with Knowledge Fragments.
Future Internet, 2022

Robust Anomaly Map Assisted Multiple Defect Detection with Supervised Classification Techniques.
CoRR, 2022

Synthetic Data Augmentation Using GAN For Improved Automated Visual Inspection.
CoRR, 2022

Machine Beats Machine: Machine Learning Models to Defend Against Adversarial Attacks.
CoRR, 2022

Forecasting Sensor Values in Waste-To-Fuel Plants: a Case Study.
CoRR, 2022

Active Learning and Approximate Model Calibration for Automated Visual Inspection in Manufacturing.
CoRR, 2022

2021
Help Me Learn! Architecture and Strategies to Combine Recommendations and Active Learning in Manufacturing.
Inf., 2021

Streaming Machine Learning and Online Active Learning for Automated Visual Inspection.
CoRR, 2021

Active Learning for Automated Visual Inspection of Manufactured Products.
CoRR, 2021

Towards Active Learning Based Smart Assistant for Manufacturing.
Proceedings of the Advances in Production Management Systems. Artificial Intelligence for Sustainable and Resilient Production Systems, 2021

STARdom: An Architecture for Trusted and Secure Human-Centered Manufacturing Systems.
Proceedings of the Advances in Production Management Systems. Artificial Intelligence for Sustainable and Resilient Production Systems, 2021

XAI-KG: Knowledge Graph to Support XAI and Decision-Making in Manufacturing.
Proceedings of the Advanced Information Systems Engineering Workshops - CAiSE 2021 International Workshops, Melbourne, VIC, Australia, June 28, 2021

2020
Towards Actionable Cognitive Digital Twins for Manufacturing.
Proceedings of the International Workshop on Semantic Digital Twins co-located with the 17th Extended Semantic Web Conference, 2020

2017
Event Extraction from Media Texts.
Proceedings of the Encyclopedia of Machine Learning and Data Mining, 2017

News Across Languages - Cross-Lingual Document Similarity and Event Tracking (Extended Abstract).
Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017

2016
News Across Languages - Cross-Lingual Document Similarity and Event Tracking.
J. Artif. Intell. Res., 2016

Reports of the 2016 AAAI Workshop Program.
AI Mag., 2016

Using News Articles for Real-time Cross-Lingual Event Detection and Filtering.
Proceedings of the First International Workshop on Recent Trends in News Information Retrieval co-located with 38th European Conference on Information Retrieval (ECIR 2016), 2016

2015
Towards a Complete Event Type Taxonomy.
Proceedings of the 24th International Conference on World Wide Web Companion, 2015

Interpreting News Recommendation Models.
Proceedings of the 24th International Conference on World Wide Web Companion, 2015

Travel Time Prediction on Highways.
Proceedings of the 15th IEEE International Conference on Computer and Information Technology, 2015

2014
Measuring concept similarity in ontologies using weighted concept paths.
Appl. Ontology, 2014

Event registry: learning about world events from news.
Proceedings of the 23rd International World Wide Web Conference, 2014

Cross-lingual detection of world events from news articles.
Proceedings of the ISWC 2014 Posters & Demonstrations Track a track within the 13th International Semantic Web Conference, 2014

Language Processing Infrastructure in the XLike Project.
Proceedings of the Ninth International Conference on Language Resources and Evaluation, 2014

On the robustness of event detection evaluation: a case study.
Proceedings of the Forum for Information Retrieval Evaluation, 2014

XLike Project Language Analysis Services.
Proceedings of the 14th Conference of the European Chapter of the Association for Computational Linguistics, 2014

2012
Towards building a global oracle: a physical mashup using artificial intelligence technology.
Proceedings of the Third International Workshop on the Web of Things, 2012

Text stream processing.
Proceedings of the 2nd International Conference on Web Intelligence, Mining and Semantics, 2012

A Framework for Acquiring Semantic Sensor Descriptions (Short Paper).
Proceedings of the 5th International Workshop on Semantic Sensor Networks, 2012

Exploring History Through Newspaper Archives.
Proceedings of the Semantic Web: ESWC 2012 Satellite Events, 2012

Supporting Rule Generation and Validation on Environmental Data in EnStreaM.
Proceedings of the Semantic Web: ESWC 2012 Satellite Events, 2012

Query-Independent Learning to Rank for RDF Entity Search.
Proceedings of the Semantic Web: Research and Applications, 2012

2011
User Modeling Combining Access Logs, Page Content and Semantics
CoRR, 2011

Automatically Annotating Text with Linked Open Data.
Proceedings of the WWW2011 Workshop on Linked Data on the Web, 2011

OntoGen extension for exploring image collections.
Proceedings of the IEEE International Conference on Intelligent Computer Communication and Processing, 2011

2010
Exploratory Analysis of the Social Network of Researchers in Inductive Logic Programming.
Proceedings of the Computational Social Network Analysis, 2010

Learning to Rank for Personalized News Article Retrieval.
Proceedings of the First Workshop on Applications of Pattern Analysis, 2010

A Service Oriented Framework for Natural Language Text Enrichment.
Informatica (Slovenia), 2010

Contextualized Question Answering.
J. Comput. Inf. Technol., 2010

Demo: Enriching Text with RDF/OWL Encoded Senses.
Proceedings of the ISWC 2010 Posters & Demonstrations Track: Collected Abstracts, 2010

Real-Time News Recommender System.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2010

AnswerArt - Contextualized Question Answering.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2010

Application of semantic annotations to predicting users' demographics.
Proceedings of the third workshop on Exploiting Semantic Annotations in Information Retrieval, 2010

2009
Semantic Technology for Capturing Communication Inside an Organization.
IEEE Internet Comput., 2009

Semantic Graphs Derived From Triplets with Application in Document Summarization.
Informatica (Slovenia), 2009

Visual analysis of documents with semantic graphs.
Proceedings of the ACM SIGKDD Workshop on Visual Analytics and Knowledge Discovery: Integrating Automated Analysis with Interactive Exploration, 2009

Document Visualization Based on Semantic Graphs.
Proceedings of the 13th International Conference on Information Visualisation, 2009

Demo: HistoryViz - Visualizing Events and Relations Extracted from Wikipedia.
Proceedings of the Semantic Web: Research and Applications, 2009

Knowledge Discovery for Semantic Web.
Proceedings of the Semantic Knowledge Management, 2009

Ontology Generation from Social Networks.
Proceedings of the Semantic Knowledge Management, 2009

Visualization of Temporal Semantic Spaces.
Proceedings of the Semantic Knowledge Management, 2009

2008
Contextualizing Ontologies with OntoLight: A Pragmatic Approach.
Informatica (Slovenia), 2008

Social Tagging Behaviour in Community-Driven Question Answering.
Proceedings of the 2008 IEEE / WIC / ACM International Conference on Web Intelligence, 2008

Cross-lingual search over 22 european languages.
Proceedings of the 31st Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2008

Advancing Topic Ontology Learning through Term Extraction.
Proceedings of the PRICAI 2008: Trends in Artificial Intelligence, 2008

2007
Extracting Named Entities and Relating Them over Time Based on Wikipedia.
Informatica (Slovenia), 2007

Detection of Web Subsites: Concepts, Algorithms, and Evaluation Issues.
Proceedings of the 2007 IEEE / WIC / ACM International Conference on Web Intelligence, 2007

OntoGen: Semi-automatic Ontology Editor.
Proceedings of the Human Interface and the Management of Information. Interacting in Information Environments, 2007

Improving the classification of newsgroup messages through social network analysis.
Proceedings of the Sixteenth ACM Conference on Information and Knowledge Management, 2007

2006
kNN Versus SVM in the Collaborative Filtering Framework.
Proceedings of the Data Science and Classification, 2006

Background knowledge for ontology construction.
Proceedings of the 15th international conference on World Wide Web, 2006

2005
Visualization of Text Document Corpus.
Informatica (Slovenia), 2005

Data Sparsity Issues in the Collaborative Filtering Framework.
Proceedings of the Advances in Web Mining and Web Usage Analysis, 2005

Using String Kernels for Classification of Slovenian Web Documents.
Proceedings of the From Data and Information Analysis to Knowledge Engineering, 2005

Semi-automatic Construction of Topic Ontologies.
Proceedings of the Semantics, Web and Mining, Joint International Workshops, 2005


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