Blaz Fortuna

83 papers A* 3A 2B 5C 2Journal 33Unranked 31
YearRankTypeTitle / Venue / Authors
2024 J jnl
Active learning and novel model calibration measurements for automated visual inspection in manufacturing.
J. Intell. Manuf.
Joze M. Rozanec, Luka Bizjak, Elena Trajkova, Patrik Zajec, Jelle Keizer, Blaz Fortuna, Dunja Mladenic
2024 J jnl
Few-shot learning for defect detection in manufacturing.
Int. J. Prod. Res.
Patrik Zajec, Joze M. Rozanec, Spyros Theodoropoulos, Mihail Fontul, Erik Koehorst, Blaz Fortuna, Dunja Mladenic
2023 C conf
Adaptive explainable artificial intelligence for visual defect inspection.
ISM
Joze M. Rozanec, Beno Sircelj, Blaz Fortuna, Dunja Mladenic
2023 J jnl
Human in the AI loop via xAI and Active Learning for Visual Inspection.
CoRR
Joze M. Rozanec, Elias Montini, Vincenzo Cutrona, Dimitrios Papamartzivanos, Timotej Klemencic, Blaz Fortuna, Dunja Mladenic, Entso Veliou, Thanassis Giannetsos, Christos Emmanouilidis
2023 J jnl
Human-centric artificial intelligence architecture for industry 5.0 applications.
Int. J. Prod. Res.
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
2023 — conf
Machine-Learning-Based Soft Sensors for LPG Distillation Columns Quality Monitoring: Comparing Strategies for Zero-Inflated Data.
ICECET
Joze M. Rozanec, Beno Sircelj, Melike K. Onat, Nikolaos Sarantinoudis, George Arampatzis, Blaz Fortuna, Dunja Mladenic
2022 J jnl
Actionable cognitive twins for decision making in manufacturing.
Int. J. Prod. Res.
Joze M. Rozanec, Jinzhi Lu, Jan Rupnik, Maja Skrjanc, Dunja Mladenic, Blaz Fortuna, Xiaochen Zheng, Dimitris Kiritsis
2022 J jnl
Active Learning and Approximate Model Calibration for Automated Visual Inspection in Manufacturing.
CoRR
Joze M. Rozanec, Luka Bizjak, Elena Trajkova, Patrik Zajec, Jelle Keizer, Blaz Fortuna, Dunja Mladenic
2022 J jnl
Enriching Artificial Intelligence Explanations with Knowledge Fragments.
CoRR
Joze M. Rozanec, Elena Trajkova, Inna Novalija, Patrik Zajec, Klemen Kenda, Blaz Fortuna, Dunja Mladenic
2022 J jnl
Enriching Artificial Intelligence Explanations with Knowledge Fragments.
Future Internet
Joze M. Rozanec, Elena Trajkova, Inna Novalija, Patrik Zajec, Klemen Kenda, Blaz Fortuna, Dunja Mladenic
2022 J jnl
Forecasting Sensor Values in Waste-To-Fuel Plants: a Case Study.
CoRR
Bor Brecelj, Beno Sircelj, Joze M. Rozanec, Blaz Fortuna, Dunja Mladenic
2022 J jnl
Human-Centric Artificial Intelligence Architecture for Industry 5.0 Applications.
CoRR
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
2022 J jnl
Knowledge graph-based rich and confidentiality preserving Explainable Artificial Intelligence (XAI).
Inf. Fusion
Joze M. Rozanec, Blaz Fortuna, Dunja Mladenic
2022 J jnl
Machine Beats Machine: Machine Learning Models to Defend Against Adversarial Attacks.
CoRR
Joze M. Rozanec, Dimitrios Papamartzivanos, Entso Veliou, Theodora Anastasiou, Jelle Keizer, Blaz Fortuna, Dunja Mladenic
2022 J jnl
Robust Anomaly Map Assisted Multiple Defect Detection with Supervised Classification Techniques.
CoRR
Joze M. Rozanec, Patrik Zajec, Spyros Theodoropoulos, Erik Koehorst, Blaz Fortuna, Dunja Mladenic
2022 J jnl
Synthetic Data Augmentation Using GAN For Improved Automated Visual Inspection.
CoRR
Joze M. Rozanec, Patrik Zajec, Spyros Theodoropoulos, Erik Koehorst, Blaz Fortuna, Dunja Mladenic
2021 J jnl
Actionable Cognitive Twins for Decision Making in Manufacturing.
CoRR
Joze M. Rozanec, Jinzhi Lu, Jan Rupnik, Maja Skrjanc, Dunja Mladenic, Blaz Fortuna, Xiaochen Zheng, Dimitris Kiritsis
2021 J jnl
Active Learning for Automated Visual Inspection of Manufactured Products.
CoRR
Elena Trajkova, Joze M. Rozanec, Paulien Dam, Blaz Fortuna, Dunja Mladenic
2021 J jnl
Help Me Learn! Architecture and Strategies to Combine Recommendations and Active Learning in Manufacturing.
Inf.
Patrik Zajec, Joze M. Rozanec, Elena Trajkova, Inna Novalija, Klemen Kenda, Blaz Fortuna, Dunja Mladenic
2021 — conf
STARdom: An Architecture for Trusted and Secure Human-Centered Manufacturing Systems.
APMS (4)
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
2021 J jnl
STARdom: an architecture for trusted and secure human-centered manufacturing systems.
CoRR
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
2021 J jnl
Streaming Machine Learning and Online Active Learning for Automated Visual Inspection.
CoRR
Joze M. Rozanec, Elena Trajkova, Paulien Dam, Blaz Fortuna, Dunja Mladenic
2021 — conf
Towards Active Learning Based Smart Assistant for Manufacturing.
APMS (4)
Patrik Zajec, Joze M. Rozanec, Inna Novalija, Blaz Fortuna, Dunja Mladenic, Klemen Kenda
2021 J jnl
Towards Active Learning Based Smart Assistant for Manufacturing.
CoRR
Patrik Zajec, Joze M. Rozanec, Inna Novalija, Blaz Fortuna, Dunja Mladenic, Klemen Kenda
2021 — conf
XAI-KG: Knowledge Graph to Support XAI and Decision-Making in Manufacturing.
CAiSE Workshops
Joze M. Rozanec, Patrik Zajec, Klemen Kenda, Inna Novalija, Blaz Fortuna, Dunja Mladenic
2021 J jnl
XAI-KG: knowledge graph to support XAI and decision-making in manufacturing.
CoRR
Joze M. Rozanec, Patrik Zajec, Klemen Kenda, Inna Novalija, Blaz Fortuna, Dunja Mladenic
2020 — conf
Towards Actionable Cognitive Digital Twins for Manufacturing.
SeDiT@ESWC
Joze M. Rozanec, Jinzhi Lu, Aljaz Kosmerlj, Klemen Kenda, Kiritsis Dimitris, Viktor Jovanoski, Jan Rupnik, Mario Karlovcec, Blaz Fortuna
2017 — ch.
Event Extraction from Media Texts.
Encyclopedia of Machine Learning and Data Mining
Gregor Leban, Blaz Fortuna, Marko Grobelnik
2017 A* conf
News Across Languages - Cross-Lingual Document Similarity and Event Tracking (Extended Abstract).
IJCAI
Jan Rupnik, Andrej Muhic, Gregor Leban, Blaz Fortuna, Marko Grobelnik
2016 — ed.
Knowledge Extraction from Text, Papers from the 2016 AAAI Workshop, Phoenix, Arizona, USA, February 12, 2016.
AAAI Workshop: Knowledge Extraction from Text
Blaz Fortuna, Marko Grobelnik, Estevam R. Hruschka Jr., Michael Witbrock
2016 J jnl
News Across Languages - Cross-Lingual Document Similarity and Event Tracking.
J. Artif. Intell. Res.
Jan Rupnik, Andrej Muhic, Gregor Leban, Primoz Skraba, Blaz Fortuna, Marko Grobelnik
2016 J jnl
Reports of the 2016 AAAI Workshop Program.
AI Mag.
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 Witbrock, Jie Zhang
2016 — conf
Using News Articles for Real-time Cross-Lingual Event Detection and Filtering.
NewsIR@ECIR
Gregor Leban, Blaz Fortuna, Marko Grobelnik
2015 — conf
Interpreting News Recommendation Models.
WWW (Companion Volume)
Blaz Fortuna, Pat Moore, Marko Grobelnik
2015 J jnl
News Across Languages - Cross-Lingual Document Similarity and Event Tracking.
CoRR
Jan Rupnik, Andrej Muhic, Gregor Leban, Primoz Skraba, Blaz Fortuna, Marko Grobelnik
2015 — conf
Towards a Complete Event Type Taxonomy.
WWW (Companion Volume)
Aljaz Kosmerlj, Evgenia Belyaeva, Gregor Leban, Marko Grobelnik, Blaz Fortuna
2015 — conf
Travel Time Prediction on Highways.
CIT/IUCC/DASC/PICom
Jan Rupnik, John Davies, Blaz Fortuna, Alistair Duke, Sandra Stincic Clarke
2014 — conf
Cross-lingual detection of world events from news articles.
ISWC (Posters & Demos)
Gregor Leban, Blaz Fortuna, Janez Brank, Marko Grobelnik
2014 — conf
Event registry: learning about world events from news.
WWW (Companion Volume)
Gregor Leban, Blaz Fortuna, Janez Brank, Marko Grobelnik
2014 B conf
Language Processing Infrastructure in the XLike Project.
LREC
Lluís Padró, Zeljko Agic, Xavier Carreras, Blaz Fortuna, Esteban García-Cuesta, Zhixing Li, Tadej Stajner, Marko Tadic
2014 J jnl
Measuring concept similarity in ontologies using weighted concept paths.
Appl. Ontology
Delia Rusu, Blaz Fortuna, Dunja Mladenic
2014 — conf
On the robustness of event detection evaluation: a case study.
FIRE
Matthias Feys, Thomas Demeester, Blaz Fortuna, Johannes Deleu, Chris Develder
2014 A conf
XLike Project Language Analysis Services.
EACL
Xavier Carreras, Lluís Padró, Lei Zhang, Achim Rettinger, Zhixing Li, Esteban García-Cuesta, Zeljko Agic, Bozo Bekavac, Blaz Fortuna, Tadej Stajner
2012 — conf
A Framework for Acquiring Semantic Sensor Descriptions (Short Paper).
SSN
Luka Bradesko, Alexandra Moraru, Blaz Fortuna, Carolina Fortuna, Dunja Mladenic
2012 — conf
Exploring History Through Newspaper Archives.
ESWC (Satellite Events)
Jasna Skrbec, Marko Grobelnik, Blaz Fortuna
2012 B conf
Query-Independent Learning to Rank for RDF Entity Search.
ESWC
Lorand Dali, Blaz Fortuna, Duc Thanh Tran, Dunja Mladenic
2012 — conf
Supporting Rule Generation and Validation on Environmental Data in EnStreaM.
ESWC (Satellite Events)
Alexandra Moraru, Klemen Kenda, Blaz Fortuna, Luka Bradesko, Maja Skrjanc, Dunja Mladenic, Carolina Fortuna
2012 — conf
Text stream processing.
WIMS
Dunja Mladenic, Marko Grobelnik, Blaz Fortuna, Delia Rusu
2012 — conf
Towards building a global oracle: a physical mashup using artificial intelligence technology.
WoT
Carolina Fortuna, Matevz Vucnik, Blaz Fortuna, Klemen Kenda, Alexandra Moraru, Dunja Mladenic
2011 — conf
Automatically Annotating Text with Linked Open Data.
LDOW
Delia Rusu, Blaz Fortuna, Dunja Mladenic
2011 B conf
OntoGen extension for exploring image collections.
ICCP
Nenad Tomasev, Blaz Fortuna, Dunja Mladenic
2011 J jnl
User Modeling Combining Access Logs, Page Content and Semantics
CoRR
Blaz Fortuna, Dunja Mladenic, Marko Grobelnik
2010 J jnl
A Service Oriented Framework for Natural Language Text Enrichment.
Informatica (Slovenia)
Tadej Stajner, Delia Rusu, Lorand Dali, Blaz Fortuna, Dunja Mladenic, Marko Grobelnik
2010 — conf
AnswerArt - Contextualized Question Answering.
ECML/PKDD (3)
Lorand Dali, Delia Rusu, Blaz Fortuna, Dunja Mladenic, Marko Grobelnik
2010 — conf
Application of semantic annotations to predicting users' demographics.
ESAIR
Blaz Fortuna, Dunja Mladenic, Marko Grobelnik
2010 J jnl
Contextualized Question Answering.
J. Comput. Inf. Technol.
Luka Bradesko, Lorand Dali, Blaz Fortuna, Marko Grobelnik, Dunja Mladenic, Inna Novalija
2010 — conf
Demo: Enriching Text with RDF/OWL Encoded Senses.
ISWC (Posters & Demos)
Delia Rusu, Tadej Stajner, Lorand Dali, Blaz Fortuna, Dunja Mladenic
2010 — ch.
Exploratory Analysis of the Social Network of Researchers in Inductive Logic Programming.
Computational Social Network Analysis
Nada Lavrac, Miha Grcar, Blaz Fortuna, Paola Velardi
2010 — conf
Learning to Rank for Personalized News Article Retrieval.
WAPA
Lorand Dali, Blaz Fortuna, Jan Rupnik
2010 — conf
Real-Time News Recommender System.
ECML/PKDD (3)
Blaz Fortuna, Carolina Fortuna, Dunja Mladenic
2009 B conf
Demo: HistoryViz - Visualizing Events and Relations Extracted from Wikipedia.
ESWC
Ruben Sipos, Abhijit Bhole, Blaz Fortuna, Marko Grobelnik, Dunja Mladenic
2009 C conf
Document Visualization Based on Semantic Graphs.
IV
Delia Rusu, Blaz Fortuna, Dunja Mladenic, Marko Grobelnik, Ruben Sipos
2009 — ch.
Knowledge Discovery for Semantic Web.
Semantic Knowledge Management
Dunja Mladenic, Marko Grobelnik, Blaz Fortuna, Miha Grcar
2009 — ch.
Ontology Generation from Social Networks.
Semantic Knowledge Management
Marko Grobelnik, Dunja Mladenic, Blaz Fortuna
2009 J jnl
Semantic Graphs Derived From Triplets with Application in Document Summarization.
Informatica (Slovenia)
Delia Rusu, Blaz Fortuna, Marko Grobelnik, Dunja Mladenic
2009 J jnl
Semantic Technology for Capturing Communication Inside an Organization.
IEEE Internet Comput.
Marko Grobelnik, Dunja Mladenic, Blaz Fortuna
2009 — conf
Visual analysis of documents with semantic graphs.
KDD Workshop on Visual Analytics and Knowledge Discovery
Delia Rusu, Blaz Fortuna, Dunja Mladenic, Marko Grobelnik, Ruben Sipos
2009 — ch.
Visualization of Temporal Semantic Spaces.
Semantic Knowledge Management
Blaz Fortuna, Dunja Mladenic, Marko Grobelnik
2008 B conf
Advancing Topic Ontology Learning through Term Extraction.
PRICAI
Blaz Fortuna, Nada Lavrac, Paola Velardi
2008 J jnl
Contextualizing Ontologies with OntoLight: A Pragmatic Approach.
Informatica (Slovenia)
Marko Grobelnik, Janez Brank, Blaz Fortuna, Igor Mozetic
2008 A* conf
Cross-lingual search over 22 european languages.
SIGIR
Blaz Fortuna, Jan Rupnik, Bostjan Pajntar, Marko Grobelnik, Dunja Mladenic
2008 — conf
Social Tagging Behaviour in Community-Driven Question Answering.
Web Intelligence
Eduarda Mendes Rodrigues, Natasa Milic-Frayling, Blaz Fortuna
2007 — conf
Detection of Web Subsites: Concepts, Algorithms, and Evaluation Issues.
Web Intelligence
Eduarda Mendes Rodrigues, Natasa Milic-Frayling, Blaz Fortuna
2007 J jnl
Extracting Named Entities and Relating Them over Time Based on Wikipedia.
Informatica (Slovenia)
Abhijit Bhole, Blaz Fortuna, Marko Grobelnik, Dunja Mladenic
2007 A conf
Improving the classification of newsgroup messages through social network analysis.
CIKM
Blaz Fortuna, Eduarda Mendes Rodrigues, Natasa Milic-Frayling
2007 — conf
OntoGen: Semi-automatic Ontology Editor.
HCI (9)
Blaz Fortuna, Marko Grobelnik, Dunja Mladenic
2006 — conf
Background Knowledge for Ontology Construction.
C&O@ECAI
Blaz Fortuna, Marko Grobelnik, Dunja Mladenic
2006 A* conf
Background knowledge for ontology construction.
WWW
Blaz Fortuna, Marko Grobelnik, Dunja Mladenic
2006 — ch.
kNN Versus SVM in the Collaborative Filtering Framework.
Data Science and Classification
Miha Grcar, Blaz Fortuna, Dunja Mladenic, Marko Grobelnik
2005 — conf
Data Sparsity Issues in the Collaborative Filtering Framework.
WebKDD
Miha Grcar, Dunja Mladenic, Blaz Fortuna, Marko Grobelnik
2005 — conf
Semi-automatic Construction of Topic Ontologies.
EWMF/KDO
Blaz Fortuna, Dunja Mladenic, Marko Grobelnik
2005 — conf
Using String Kernels for Classification of Slovenian Web Documents.
GfKl
Blaz Fortuna, Dunja Mladenic
2005 J jnl
Visualization of Text Document Corpus.
Informatica (Slovenia)
Blaz Fortuna, Marko Grobelnik, Dunja Mladenic