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ORCIDBlaz Fortuna
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- affiliation: Jozef Stefan Institute
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2020 – today
- 2024
[j17]Patrik Zajec
, Joze M. Rozanec, Spyros Theodoropoulos, Mihail Fontul, Erik Koehorst, Blaz Fortuna, Dunja Mladenic:
Few-shot learning for defect detection in manufacturing. Int. J. Prod. Res. 62(19): 6979-6998 (2024)- [j16]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): 1963-1984 (2024) - 2023
- [j15]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): 6847-6872 (2023) - [i16]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 abs/2307.05508 (2023) - 2022
- [j14]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): 134 (2022) - [j13]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): 452-478 (2022) - [j12]Joze M. Rozanec, Blaz Fortuna, Dunja Mladenic:
Knowledge graph-based rich and confidentiality preserving Explainable Artificial Intelligence (XAI). Inf. Fusion 81: 91-102 (2022) - [i15]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 abs/2203.10794 (2022) - [i14]Joze M. Rozanec, Elena Trajkova, Inna Novalija, Patrik Zajec, Klemen Kenda, Blaz Fortuna, Dunja Mladenic:
Enriching Artificial Intelligence Explanations with Knowledge Fragments. CoRR abs/2204.05579 (2022) - [i13]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 abs/2209.05486 (2022) - [i12]Bor Brecelj, Beno Sircelj, Joze M. Rozanec, Blaz Fortuna, Dunja Mladenic:
Forecasting Sensor Values in Waste-To-Fuel Plants: a Case Study. CoRR abs/2209.13957 (2022) - [i11]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 abs/2209.13963 (2022) - [i10]Joze M. Rozanec, Patrik Zajec, Spyros Theodoropoulos, Erik Koehorst, Blaz Fortuna, Dunja Mladenic:
Synthetic Data Augmentation Using GAN For Improved Automated Visual Inspection. CoRR abs/2212.09317 (2022) - [i9]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 abs/2212.09352 (2022) - 2021
- [j11]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): 473 (2021) - [c41]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: 167-172 - [c40]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: 199-207 - [c39]Patrik Zajec, Joze M. Rozanec, Inna Novalija, Blaz Fortuna, Dunja Mladenic, Klemen Kenda:
Towards Active Learning Based Smart Assistant for Manufacturing. APMS (4) 2021: 295-302 - [i8]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 abs/2103.12854 (2021) - [i7]Patrik Zajec, Joze M. Rozanec, Inna Novalija, Blaz Fortuna, Dunja Mladenic, Klemen Kenda:
Towards Active Learning Based Smart Assistant for Manufacturing. CoRR abs/2103.16177 (2021) - [i6]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 abs/2104.00983 (2021) - [i5]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 abs/2105.01929 (2021) - [i4]Elena Trajkova, Joze M. Rozanec, Paulien Dam, Blaz Fortuna, Dunja Mladenic:
Active Learning for Automated Visual Inspection of Manufactured Products. CoRR abs/2109.02469 (2021) - [i3]Joze M. Rozanec, Elena Trajkova, Paulien Dam, Blaz Fortuna, Dunja Mladenic:
Streaming Machine Learning and Online Active Learning for Automated Visual Inspection. CoRR abs/2110.09396 (2021) - 2020
- [c38]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
2010 – 2019
- 2017
- [c37]Jan Rupnik, Andrej Muhic, Gregor Leban, Blaz Fortuna, Marko Grobelnik:
News Across Languages - Cross-Lingual Document Similarity and Event Tracking (Extended Abstract). IJCAI 2017: 5050-5054 - [r1]Gregor Leban, Blaz Fortuna, Marko Grobelnik:
Event Extraction from Media Texts. Encyclopedia of Machine Learning and Data Mining 2017: 416-422 - 2016
- [j10]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:
Reports of the 2016 AAAI Workshop Program. AI Mag. 37(3): 99-108 (2016) - [j9]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: 283-316 (2016) - [c36]Gregor Leban, Blaz Fortuna, Marko Grobelnik:
Using News Articles for Real-time Cross-Lingual Event Detection and Filtering. NewsIR@ECIR 2016: 33-38 - [e1]Blaz Fortuna, Marko Grobelnik, Estevam R. Hruschka Jr., Michael Witbrock:
Knowledge Extraction from Text, Papers from the 2016 AAAI Workshop, Phoenix, Arizona, USA, February 12, 2016. AAAI Technical Report WS-16-10, AAAI Press 2016 [contents] - 2015
- [c35]Jan Rupnik, John Davies, Blaz Fortuna, Alistair Duke, Sandra Stincic Clarke:
Travel Time Prediction on Highways. CIT/IUCC/DASC/PICom 2015: 1435-1442 - [c34]Blaz Fortuna, Pat Moore, Marko Grobelnik:
Interpreting News Recommendation Models. WWW (Companion Volume) 2015: 891-892 - [c33]Aljaz Kosmerlj, Evgenia Belyaeva, Gregor Leban, Marko Grobelnik, Blaz Fortuna:
Towards a Complete Event Type Taxonomy. WWW (Companion Volume) 2015: 899-902 - [i2]Jan Rupnik, Andrej Muhic, Gregor Leban, Primoz Skraba, Blaz Fortuna, Marko Grobelnik:
News Across Languages - Cross-Lingual Document Similarity and Event Tracking. CoRR abs/1512.07046 (2015) - 2014
- [j8]Delia Rusu, Blaz Fortuna, Dunja Mladenic:
Measuring concept similarity in ontologies using weighted concept paths. Appl. Ontology 9(1): 65-95 (2014) - [c32]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: 9-12 - [c31]Matthias Feys, Thomas Demeester, Blaz Fortuna, Johannes Deleu, Chris Develder:
On the robustness of event detection evaluation: a case study. FIRE 2014: 138-141 - [c30]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: 3811-3816 - [c29]Gregor Leban, Blaz Fortuna, Janez Brank, Marko Grobelnik:
Cross-lingual detection of world events from news articles. ISWC (Posters & Demos) 2014: 21-24 - [c28]Gregor Leban, Blaz Fortuna, Janez Brank, Marko Grobelnik:
Event registry: learning about world events from news. WWW (Companion Volume) 2014: 107-110 - 2012
- [c27]Jasna Skrbec, Marko Grobelnik, Blaz Fortuna:
Exploring History Through Newspaper Archives. ESWC (Satellite Events) 2012: 366-370 - [c26]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: 441-446 - [c25]Lorand Dali, Blaz Fortuna, Duc Thanh Tran, Dunja Mladenic:
Query-Independent Learning to Rank for RDF Entity Search. ESWC 2012: 484-498 - [c24]Luka Bradesko, Alexandra Moraru, Blaz Fortuna, Carolina Fortuna, Dunja Mladenic:
A Framework for Acquiring Semantic Sensor Descriptions (Short Paper). SSN 2012: 97-102 - [c23]Dunja Mladenic, Marko Grobelnik, Blaz Fortuna, Delia Rusu:
Text stream processing. WIMS 2012: 5:1-5:5 - [c22]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: 7 - 2011
- [c21]Nenad Tomasev, Blaz Fortuna, Dunja Mladenic:
OntoGen extension for exploring image collections. ICCP 2011: 375-376 - [c20]Delia Rusu, Blaz Fortuna, Dunja Mladenic:
Automatically Annotating Text with Linked Open Data. LDOW 2011 - [i1]Blaz Fortuna, Dunja Mladenic, Marko Grobelnik:
User Modeling Combining Access Logs, Page Content and Semantics. CoRR abs/1103.5002 (2011) - 2010
- [j7]Luka Bradesko, Lorand Dali, Blaz Fortuna, Marko Grobelnik, Dunja Mladenic, Inna Novalija:
Contextualized Question Answering. J. Comput. Inf. Technol. 18(4) (2010) - [j6]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): 307-313 (2010) - [c19]Blaz Fortuna, Dunja Mladenic, Marko Grobelnik:
Application of semantic annotations to predicting users' demographics. ESAIR 2010: 23-24 - [c18]Lorand Dali, Delia Rusu, Blaz Fortuna, Dunja Mladenic, Marko Grobelnik:
AnswerArt - Contextualized Question Answering. ECML/PKDD (3) 2010: 579-582 - [c17]Blaz Fortuna, Carolina Fortuna, Dunja Mladenic:
Real-Time News Recommender System. ECML/PKDD (3) 2010: 583-586 - [c16]Delia Rusu, Tadej Stajner, Lorand Dali, Blaz Fortuna, Dunja Mladenic:
Demo: Enriching Text with RDF/OWL Encoded Senses. ISWC (Posters & Demos) 2010 - [c15]Lorand Dali, Blaz Fortuna, Jan Rupnik:
Learning to Rank for Personalized News Article Retrieval. WAPA 2010: 152-159 - [p5]Nada Lavrac, Miha Grcar, Blaz Fortuna, Paola Velardi:
Exploratory Analysis of the Social Network of Researchers in Inductive Logic Programming. Computational Social Network Analysis 2010: 135-154
2000 – 2009
- 2009
- [j5]Delia Rusu, Blaz Fortuna, Marko Grobelnik, Dunja Mladenic:
Semantic Graphs Derived From Triplets with Application in Document Summarization. Informatica (Slovenia) 33(3): 357-362 (2009) - [j4]Marko Grobelnik, Dunja Mladenic, Blaz Fortuna:
Semantic Technology for Capturing Communication Inside an Organization. IEEE Internet Comput. 13(4): 59-67 (2009) - [c14]Ruben Sipos, Abhijit Bhole, Blaz Fortuna, Marko Grobelnik, Dunja Mladenic:
Demo: HistoryViz - Visualizing Events and Relations Extracted from Wikipedia. ESWC 2009: 903-907 - [c13]Delia Rusu, Blaz Fortuna, Dunja Mladenic, Marko Grobelnik, Ruben Sipos:
Document Visualization Based on Semantic Graphs. IV 2009: 292-297 - [c12]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: 66-73 - [p4]Dunja Mladenic, Marko Grobelnik, Blaz Fortuna, Miha Grcar:
Knowledge Discovery for Semantic Web. Semantic Knowledge Management 2009: 21-36 - [p3]Marko Grobelnik, Dunja Mladenic, Blaz Fortuna:
Ontology Generation from Social Networks. Semantic Knowledge Management 2009: 129-139 - [p2]Blaz Fortuna, Dunja Mladenic, Marko Grobelnik:
Visualization of Temporal Semantic Spaces. Semantic Knowledge Management 2009: 155-169 - 2008
- [j3]Marko Grobelnik, Janez Brank, Blaz Fortuna, Igor Mozetic:
Contextualizing Ontologies with OntoLight: A Pragmatic Approach. Informatica (Slovenia) 32(1): 79-84 (2008) - [c11]Blaz Fortuna, Nada Lavrac, Paola Velardi:
Advancing Topic Ontology Learning through Term Extraction. PRICAI 2008: 626-635 - [c10]Blaz Fortuna, Jan Rupnik, Bostjan Pajntar, Marko Grobelnik, Dunja Mladenic:
Cross-lingual search over 22 european languages. SIGIR 2008: 883 - [c9]Eduarda Mendes Rodrigues, Natasa Milic-Frayling, Blaz Fortuna:
Social Tagging Behaviour in Community-Driven Question Answering. Web Intelligence 2008: 112-119 - 2007
- [j2]Abhijit Bhole, Blaz Fortuna, Marko Grobelnik, Dunja Mladenic:
Extracting Named Entities and Relating Them over Time Based on Wikipedia. Informatica (Slovenia) 31(4): 463-468 (2007) - [c8]Blaz Fortuna, Eduarda Mendes Rodrigues, Natasa Milic-Frayling:
Improving the classification of newsgroup messages through social network analysis. CIKM 2007: 877-880 - [c7]Blaz Fortuna, Marko Grobelnik, Dunja Mladenic:
OntoGen: Semi-automatic Ontology Editor. HCI (9) 2007: 309-318 - [c6]Eduarda Mendes Rodrigues, Natasa Milic-Frayling, Blaz Fortuna:
Detection of Web Subsites: Concepts, Algorithms, and Evaluation Issues. Web Intelligence 2007: 66-73 - 2006
- [c5]Blaz Fortuna, Marko Grobelnik, Dunja Mladenic:
Background Knowledge for Ontology Construction. C&O@ECAI 2006 - [c4]Blaz Fortuna, Marko Grobelnik, Dunja Mladenic:
Background knowledge for ontology construction. WWW 2006: 949-950 - [p1]Miha Grcar, Blaz Fortuna, Dunja Mladenic, Marko Grobelnik:
kNN Versus SVM in the Collaborative Filtering Framework. Data Science and Classification 2006: 251-260 - 2005
- [j1]Blaz Fortuna, Marko Grobelnik, Dunja Mladenic:
Visualization of Text Document Corpus. Informatica (Slovenia) 29(4): 497-504 (2005) - [c3]Blaz Fortuna, Dunja Mladenic, Marko Grobelnik:
Semi-automatic Construction of Topic Ontologies. EWMF/KDO 2005: 121-131 - [c2]Blaz Fortuna, Dunja Mladenic:
Using String Kernels for Classification of Slovenian Web Documents. GfKl 2005: 358-365 - [c1]Miha Grcar, Dunja Mladenic, Blaz Fortuna, Marko Grobelnik:
Data Sparsity Issues in the Collaborative Filtering Framework. WEBKDD 2005: 58-76
Coauthor Index
[j17] [j16] [j15] [i16] [j14] [j13] [j12] [i15] [i14] [i13] [i12] [i11] [i10] [i9] [j11] [c41] [c40] [c39] [i8] [i7] [i6] [i5] [i4] [i3] [j8] [c26] [c25] [c24] [c23] [c22] [c21] [c20] [i1] [j7] [j6] [c19] [c18] [c17] [c16] [j5] [j4] [c14] [c13] [c12] [p4] [p3] [p2] [c10] [j2] [c7] [c5] [c4] [p1] [j1] [c3] [c2] [c1]
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