Blaz Fortuna

Publication Activity (10 Years)

Years Active: 2005-2024
Publications (10 Years): 28

Top Topics

Automated Visual Inspection

Active Learning

Event Detection

Top Venues

WWW (Companion Volume)

Int. J. Prod. Res.

Publications

Joze M. Rozanec, Luka Bizjak, Elena Trajkova, Patrik Zajec, Jelle Keizer, Blaz Fortuna, Dunja Mladenic
Active learning and novel model calibration measurements for automated visual inspection in manufacturing. J. Intell. Manuf. 35 (5) (2024)
Joze M. Rozanec, Inna Novalija, Patrik Zajec, Klemen Kenda, Hooman Tavakoli Ghinani, Sungho Suh, Entso Veliou, Dimitrios Papamartzivanos, Thanassis Giannetsos, Sofia-Anna Menesidou, Rubén Alonso, Nino Cauli, Antonello Meloni, Diego Reforgiato Recupero, Dimosthenis Kyriazis, Georgios Sofianidis, Spyros Theodoropoulos, Blaz Fortuna, Dunja Mladenic, John Soldatos
Human-centric artificial intelligence architecture for industry 5.0 applications. Int. J. Prod. Res. 61 (20) (2023)
Joze M. Rozanec, Elias Montini, Vincenzo Cutrona, Dimitrios Papamartzivanos, Timotej Klemencic, Blaz Fortuna, Dunja Mladenic, Entso Veliou, Thanassis Giannetsos, Christos Emmanouilidis
Human in the AI loop via xAI and Active Learning for Visual Inspection. CoRR (2023)
Joze M. Rozanec, Blaz Fortuna, Dunja Mladenic
Knowledge graph-based rich and confidentiality preserving Explainable Artificial Intelligence (XAI). Inf. Fusion 81 (2022)
Joze M. Rozanec, Jinzhi Lu, Jan Rupnik, Maja Skrjanc, Dunja Mladenic, Blaz Fortuna, Xiaochen Zheng, Dimitris Kiritsis
Actionable cognitive twins for decision making in manufacturing. Int. J. Prod. Res. 60 (2) (2022)
Joze M. Rozanec, Patrik Zajec, Spyros Theodoropoulos, Erik Koehorst, Blaz Fortuna, Dunja Mladenic
Robust Anomaly Map Assisted Multiple Defect Detection with Supervised Classification Techniques. CoRR (2022)
Joze M. Rozanec, Luka Bizjak, Elena Trajkova, Patrik Zajec, Jelle Keizer, Blaz Fortuna, Dunja Mladenic
Active Learning and Approximate Model Calibration for Automated Visual Inspection in Manufacturing. CoRR (2022)
Joze M. Rozanec, Patrik Zajec, Spyros Theodoropoulos, Erik Koehorst, Blaz Fortuna, Dunja Mladenic
Synthetic Data Augmentation Using GAN For Improved Automated Visual Inspection. CoRR (2022)
Bor Brecelj, Beno Sircelj, Joze M. Rozanec, Blaz Fortuna, Dunja Mladenic
Forecasting Sensor Values in Waste-To-Fuel Plants: a Case Study. CoRR (2022)
Joze M. Rozanec, Inna Novalija, Patrik Zajec, Klemen Kenda, Hooman Tavakoli, Sungho Suh, Entso Veliou, Dimitrios Papamartzivanos, Thanassis Giannetsos, Sofia-Anna Menesidou, Rubén Alonso, Nino Cauli, Antonello Meloni, Diego Reforgiato Recupero, Dimosthenis Kyriazis, Georgios Sofianidis, Spyros Theodoropoulos, Blaz Fortuna, Dunja Mladenic, John Soldatos
Human-Centric Artificial Intelligence Architecture for Industry 5.0 Applications. CoRR (2022)
Joze M. Rozanec, Dimitrios Papamartzivanos, Entso Veliou, Theodora Anastasiou, Jelle Keizer, Blaz Fortuna, Dunja Mladenic
Machine Beats Machine: Machine Learning Models to Defend Against Adversarial Attacks. CoRR (2022)
Joze M. Rozanec, Elena Trajkova, Inna Novalija, Patrik Zajec, Klemen Kenda, Blaz Fortuna, Dunja Mladenic
Enriching Artificial Intelligence Explanations with Knowledge Fragments. CoRR (2022)
Joze M. Rozanec, Elena Trajkova, Inna Novalija, Patrik Zajec, Klemen Kenda, Blaz Fortuna, Dunja Mladenic
Enriching Artificial Intelligence Explanations with Knowledge Fragments. Future Internet 14 (5) (2022)
Elena Trajkova, Joze M. Rozanec, Paulien Dam, Blaz Fortuna, Dunja Mladenic
Active Learning for Automated Visual Inspection of Manufactured Products. CoRR (2021)
Joze M. Rozanec, Jinzhi Lu, Jan Rupnik, Maja Skrjanc, Dunja Mladenic, Blaz Fortuna, Xiaochen Zheng, Dimitris Kiritsis
Actionable Cognitive Twins for Decision Making in Manufacturing. CoRR (2021)
Joze M. Rozanec, Patrik Zajec, Klemen Kenda, Inna Novalija, Blaz Fortuna, Dunja Mladenic
XAI-KG: Knowledge Graph to Support XAI and Decision-Making in Manufacturing. CAiSE Workshops (2021)
Patrik Zajec, Joze M. Rozanec, Inna Novalija, Blaz Fortuna, Dunja Mladenic, Klemen Kenda
Towards Active Learning Based Smart Assistant for Manufacturing. APMS (4) (2021)
Joze M. Rozanec, Patrik Zajec, Klemen Kenda, Inna Novalija, Blaz Fortuna, Dunja Mladenic, Entso Veliou, Dimitrios Papamartzivanos, Thanassis Giannetsos, Sofia-Anna Menesidou, Rubén Alonso, Nino Cauli, Diego Reforgiato Recupero, Dimosthenis Kyriazis, Georgios Sofianidis, Spyros Theodoropoulos, John Soldatos
STARdom: an architecture for trusted and secure human-centered manufacturing systems. CoRR (2021)
Joze M. Rozanec, Patrik Zajec, Klemen Kenda, Inna Novalija, Blaz Fortuna, Dunja Mladenic
XAI-KG: knowledge graph to support XAI and decision-making in manufacturing. CoRR (2021)
Patrik Zajec, Joze M. Rozanec, Elena Trajkova, Inna Novalija, Klemen Kenda, Blaz Fortuna, Dunja Mladenic
Help Me Learn! Architecture and Strategies to Combine Recommendations and Active Learning in Manufacturing. Inf. 12 (11) (2021)
Joze M. Rozanec, Elena Trajkova, Paulien Dam, Blaz Fortuna, Dunja Mladenic
Streaming Machine Learning and Online Active Learning for Automated Visual Inspection. CoRR (2021)
Joze M. Rozanec, Patrik Zajec, Klemen Kenda, Inna Novalija, Blaz Fortuna, Dunja Mladenic, Entso Veliou, Dimitrios Papamartzivanos, Thanassis Giannetsos, Sofia-Anna Menesidou, Rubén Alonso, Nino Cauli, Diego Reforgiato Recupero, Dimosthenis Kyriazis, Georgios Sofianidis, Spyros Theodoropoulos, John Soldatos
STARdom: An Architecture for Trusted and Secure Human-Centered Manufacturing Systems. APMS (4) (2021)
Patrik Zajec, Joze M. Rozanec, Inna Novalija, Blaz Fortuna, Dunja Mladenic, Klemen Kenda
Towards Active Learning Based Smart Assistant for Manufacturing. CoRR (2021)
Joze M. Rozanec, Jinzhi Lu, Aljaz Kosmerlj, Klemen Kenda, Kiritsis Dimitris, Viktor Jovanoski, Jan Rupnik, Mario Karlovcec, Blaz Fortuna
Towards Actionable Cognitive Digital Twins for Manufacturing. SeDiT@ESWC (2020)
Jan Rupnik, Andrej Muhic, Gregor Leban, Blaz Fortuna, Marko Grobelnik
News Across Languages - Cross-Lingual Document Similarity and Event Tracking (Extended Abstract). IJCAI (2017)
Gregor Leban, Blaz Fortuna, Marko Grobelnik
Using News Articles for Real-time Cross-Lingual Event Detection and Filtering. NewsIR@ECIR (2016)
Stefano V. Albrecht, Bruno Bouchard, John S. Brownstein, David L. Buckeridge, Cornelia Caragea, Kevin M. Carter, Adnan Darwiche, Blaz Fortuna, Yannick Francillette, Sébastien Gaboury, C. Lee Giles, Marko Grobelnik, Estevam R. Hruschka Jr., Jeffrey O. Kephart, Parisa Kordjamshidi, Viliam Lisý, Daniele Magazzeni, João Marques-Silva, Pierre Marquis, David R. Martinez, Marek P. Michalowski, Arash Shaban-Nejad, Zeinab Noorian, Enrico Pontelli, Alex Rogers, Stephanie Rosenthal, Dan Roth, Arunesh Sinha, William W. Streilein, Sylvie Thiébaux, Tran Cao Son, Byron C. Wallace, Toby Walsh, Michael J. Witbrock, Jie Zhang
Reports of the 2016 AAAI Workshop Program. AI Mag. 37 (3) (2016)
Jan Rupnik, Andrej Muhic, Gregor Leban, Primoz Skraba, Blaz Fortuna, Marko Grobelnik
News Across Languages - Cross-Lingual Document Similarity and Event Tracking. J. Artif. Intell. Res. 55 (2016)
Jan Rupnik, Andrej Muhic, Gregor Leban, Primoz Skraba, Blaz Fortuna, Marko Grobelnik
News Across Languages - Cross-Lingual Document Similarity and Event Tracking. CoRR (2015)
Blaz Fortuna, Pat Moore, Marko Grobelnik
Interpreting News Recommendation Models. WWW (Companion Volume) (2015)
Aljaz Kosmerlj, Evgenia Belyaeva, Gregor Leban, Marko Grobelnik, Blaz Fortuna
Towards a Complete Event Type Taxonomy. WWW (Companion Volume) (2015)
Jan Rupnik, John Davies, Blaz Fortuna, Alistair Duke, Sandra Stincic Clarke
Travel Time Prediction on Highways. CIT/IUCC/DASC/PICom (2015)
Delia Rusu, Blaz Fortuna, Dunja Mladenic
Measuring concept similarity in ontologies using weighted concept paths. Appl. Ontology 9 (1) (2014)
Gregor Leban, Blaz Fortuna, Janez Brank, Marko Grobelnik
Event registry: learning about world events from news. WWW (Companion Volume) (2014)
Xavier Carreras, Lluís Padró, Lei Zhang, Achim Rettinger, Zhixing Li, Esteban García-Cuesta, Zeljko Agic, Bozo Bekavac, Blaz Fortuna, Tadej Stajner
XLike Project Language Analysis Services. EACL (2014)
Matthias Feys, Thomas Demeester, Blaz Fortuna, Johannes Deleu, Chris Develder
On the robustness of event detection evaluation: a case study. FIRE (2014)
Gregor Leban, Blaz Fortuna, Janez Brank, Marko Grobelnik
Cross-lingual detection of world events from news articles. ISWC (Posters & Demos) (2014)
Lluís Padró, Zeljko Agic, Xavier Carreras, Blaz Fortuna, Esteban García-Cuesta, Zhixing Li, Tadej Stajner, Marko Tadic
Language Processing Infrastructure in the XLike Project. LREC (2014)
Luka Bradesko, Alexandra Moraru, Blaz Fortuna, Carolina Fortuna, Dunja Mladenic
A Framework for Acquiring Semantic Sensor Descriptions (Short Paper). SSN (2012)
Jasna Skrbec, Marko Grobelnik, Blaz Fortuna
Exploring History Through Newspaper Archives. ESWC (Satellite Events) (2012)
Lorand Dali, Blaz Fortuna, Duc Thanh Tran, Dunja Mladenic
Query-Independent Learning to Rank for RDF Entity Search. ESWC (2012)
Dunja Mladenic, Marko Grobelnik, Blaz Fortuna, Delia Rusu
Text stream processing. WIMS (2012)
Alexandra Moraru, Klemen Kenda, Blaz Fortuna, Luka Bradesko, Maja Skrjanc, Dunja Mladenic, Carolina Fortuna
Supporting Rule Generation and Validation on Environmental Data in EnStreaM. ESWC (Satellite Events) (2012)
Carolina Fortuna, Matevz Vucnik, Blaz Fortuna, Klemen Kenda, Alexandra Moraru, Dunja Mladenic
Towards building a global oracle: a physical mashup using artificial intelligence technology. WoT (2012)
Delia Rusu, Blaz Fortuna, Dunja Mladenic
Automatically Annotating Text with Linked Open Data. LDOW (2011)
Nenad Tomasev, Blaz Fortuna, Dunja Mladenic
OntoGen extension for exploring image collections. ICCP (2011)
Blaz Fortuna, Dunja Mladenic, Marko Grobelnik
User Modeling Combining Access Logs, Page Content and Semantics CoRR (2011)
Delia Rusu, Tadej Stajner, Lorand Dali, Blaz Fortuna, Dunja Mladenic
Demo: Enriching Text with RDF/OWL Encoded Senses. ISWC (Posters & Demos) (2010)
Lorand Dali, Blaz Fortuna, Jan Rupnik
Learning to Rank for Personalized News Article Retrieval. WAPA (2010)
Blaz Fortuna, Dunja Mladenic, Marko Grobelnik
Application of semantic annotations to predicting users' demographics. ESAIR (2010)
Blaz Fortuna, Carolina Fortuna, Dunja Mladenic
Real-Time News Recommender System. ECML/PKDD (3) (2010)
Luka Bradesko, Lorand Dali, Blaz Fortuna, Marko Grobelnik, Dunja Mladenic, Inna Novalija
Contextualized Question Answering. J. Comput. Inf. Technol. 18 (4) (2010)
Tadej Stajner, Delia Rusu, Lorand Dali, Blaz Fortuna, Dunja Mladenic, Marko Grobelnik
A Service Oriented Framework for Natural Language Text Enrichment. Informatica (Slovenia) 34 (3) (2010)
Lorand Dali, Delia Rusu, Blaz Fortuna, Dunja Mladenic, Marko Grobelnik
AnswerArt - Contextualized Question Answering. ECML/PKDD (3) (2010)
Ruben Sipos, Abhijit Bhole, Blaz Fortuna, Marko Grobelnik, Dunja Mladenic
Demo: HistoryViz - Visualizing Events and Relations Extracted from Wikipedia. ESWC (2009)
Marko Grobelnik, Dunja Mladenic, Blaz Fortuna
Semantic Technology for Capturing Communication Inside an Organization. IEEE Internet Comput. 13 (4) (2009)
Delia Rusu, Blaz Fortuna, Marko Grobelnik, Dunja Mladenic
Semantic Graphs Derived From Triplets with Application in Document Summarization. Informatica (Slovenia) 33 (3) (2009)
Delia Rusu, Blaz Fortuna, Dunja Mladenic, Marko Grobelnik, Ruben Sipos
Document Visualization Based on Semantic Graphs. IV (2009)
Delia Rusu, Blaz Fortuna, Dunja Mladenic, Marko Grobelnik, Ruben Sipos
Visual analysis of documents with semantic graphs. KDD Workshop on Visual Analytics and Knowledge Discovery (2009)
Eduarda Mendes Rodrigues, Natasa Milic-Frayling, Blaz Fortuna
Social Tagging Behaviour in Community-Driven Question Answering. Web Intelligence (2008)
Blaz Fortuna, Jan Rupnik, Bostjan Pajntar, Marko Grobelnik, Dunja Mladenic
Cross-lingual search over 22 european languages. SIGIR (2008)
Marko Grobelnik, Janez Brank, Blaz Fortuna, Igor Mozetic
Contextualizing Ontologies with OntoLight: A Pragmatic Approach. Informatica (Slovenia) 32 (1) (2008)
Blaz Fortuna, Nada Lavrac, Paola Velardi
Advancing Topic Ontology Learning through Term Extraction. PRICAI (2008)
Blaz Fortuna, Marko Grobelnik, Dunja Mladenic
OntoGen: Semi-automatic Ontology Editor. HCI (9) (2007)
Blaz Fortuna, Eduarda Mendes Rodrigues, Natasa Milic-Frayling
Improving the classification of newsgroup messages through social network analysis. CIKM (2007)
Eduarda Mendes Rodrigues, Natasa Milic-Frayling, Blaz Fortuna
Detection of Web Subsites: Concepts, Algorithms, and Evaluation Issues. Web Intelligence (2007)
Abhijit Bhole, Blaz Fortuna, Marko Grobelnik, Dunja Mladenic
Extracting Named Entities and Relating Them over Time Based on Wikipedia. Informatica (Slovenia) 31 (4) (2007)
Blaz Fortuna, Marko Grobelnik, Dunja Mladenic
Background knowledge for ontology construction. WWW (2006)
Blaz Fortuna, Marko Grobelnik, Dunja Mladenic
Background Knowledge for Ontology Construction. C&O@ECAI (2006)
Blaz Fortuna, Marko Grobelnik, Dunja Mladenic
Visualization of Text Document Corpus. Informatica (Slovenia) 29 (4) (2005)
Blaz Fortuna, Dunja Mladenic
Using String Kernels for Classification of Slovenian Web Documents. GfKl (2005)
Blaz Fortuna, Dunja Mladenic, Marko Grobelnik
Semi-automatic Construction of Topic Ontologies. EWMF/KDO (2005)
Miha Grcar, Dunja Mladenic, Blaz Fortuna, Marko Grobelnik
Data Sparsity Issues in the Collaborative Filtering Framework. WEBKDD (2005)