Dunja Mladenic

ORCID

Publication Activity (10 Years)

Years Active: 1992-2024
Publications (10 Years): 79

Top Venues

CoRR

IEEE Access

Informatica (Slovenia)

Int. J. Prod. Res.

Publications

Dunja Mladenic, Dumitru Roman
European Data Science Day: KDD-2024 Special Day. KDD (2024)
Luis Rei, Dunja Mladenic, Mareike Dorozynski, Franz Rottensteiner, Thomas Schleider, Raphaël Troncy, Jorge Sebastián Lozano, Mar Gaitán Salvatella
Multimodal Metadata Assignment for Cultural Heritage Artifacts. CoRR (2024)
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)
Jakob Jelencic, M. Besher Massri, Marko Grobelnik, Dunja Mladenic
A Multilingual Approach to Analyzing Talent Demand in a Specific Domain: Insights From Global Perspectives on Artificial Intelligence Talent Demand. IEEE Access 12 (2024)
Erik Novak, Luka Bizjak, Dunja Mladenic, Marko Grobelnik
Evaluating Text Generation Model Performance by Combining Semantic Meaning and Word Order. IEEE Access 12 (2024)
Jan Sturm, Patrik Zajec, Maja Skrjanc, Dunja Mladenic, Marko Grobelnik
Enhancing Cognitive Digital Twin Interaction using an LLM Agent. MIPRO (2024)
Luis Rei, Dunja Mladenic, Mareike Dorozynski, Franz Rottensteiner, Thomas Schleider, Raphaël Troncy, Jorge Sebastián Lozano, Mar Gaitán Salvatella
Multimodal metadata assignment for cultural heritage artifacts. Multim. Syst. 29 (2) (2023)
Abdul Sittar, Dunja Mladenic, Marko Grobelnik
Profiling the barriers to the spreading of news using news headlines. Frontiers Artif. Intell. 6 (2023)
Swati Swati, Dunja Mladenic, Marko Grobelnik
An Inferential Commonsense-Driven Framework for Predicting Political Bias in News Headlines. IEEE Access 11 (2023)
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, Gasper Petelin, João Pita Costa, Blaz Bertalanic, Gregor Cerar, Marko Gucek, Gregor Papa, Dunja Mladenic
Dealing with zero-inflated data: achieving SOTA with a two-fold machine learning approach. CoRR (2023)
Abdul Sittar, Dunja Mladenic
Classification of Cross-cultural News Events. CoRR (2023)
Abdul Sittar, Dunja Mladenic, Marko Grobelnik
Classification of news spreading barriers. CoRR (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)
Abdul Sittar, Dunja Mladenic, Marko Grobelnik
Profiling the news spreading barriers using news headlines. CoRR (2023)
Abdul Sittar, Dunja Mladenic
Using the profile of publishers to predict barriers across news articles. CoRR (2023)
Swati Swati, Adrian Mladenic Grobelnik, Dunja Mladenic, Marko Grobelnik
A commonsense-infused language-agnostic learning framework for enhancing prediction of political bias in multilingual news headlines. Knowl. Based Syst. 277 (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)
Abdul Sittar, Dunja Mladenic, Marko Grobelnik
Analysis of information cascading and propagation barriers across distinctive news events. 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)
M. Besher Massri, Inna Novalija, Dunja Mladenic, Janez Brank, Sara Graça da Silva, Natasza Marrouch, Carla Murteira, Ali Hürriyetoglu, Beno Sircelj
Harvesting Context and Mining Emotions Related to Olfactory Cultural Heritage. Multimodal Technol. Interact. 6 (7) (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)
Erik Novak, Luka Bizjak, Dunja Mladenic, Marko Grobelnik
Why is a document relevant? Understanding the relevance scores in cross-lingual document retrieval. Knowl. Based Syst. 244 (2022)
Abdul Sittar, Daniela Major, Caio Mello, Dunja Mladenic, Marko Grobelnik
Political and Economic Patterns in COVID-19 News: From Lockdown to Vaccination. IEEE Access 10 (2022)
Abdul Sittar, Daniela Major, Caio Mello, Dunja Mladenic, Marko Grobelnik
Political and Economic Patterns in COVID-19 News: From Lockdown to Vaccination. 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)
Stefano Menini, Teresa Paccosi, Sara Tonelli, Marieke van Erp, Inger Leemans, Pasquale Lisena, Raphaël Troncy, William Tullett, Ali Hürriyetoglu, Ger Dijkstra, Femke Gordijn, Elias Jürgens, Josephine Koopman, Aron Ouwerkerk, Sanne Steen, Inna Novalija, Janez Brank, Dunja Mladenic, Anja Zidar
A Multilingual Benchmark to Capture Olfactory Situations over Time. LChange@ACL (2022)
Jakob Jelencic, Dunja Mladenic
Improving modeling of stochastic processes by smart denoising. Informatica (Slovenia) 46 (1) (2022)
Patrik Zajec, Dunja Mladenic
Using Semi-Supervised Learning and Wikipedia to Train an Event Argument Extraction System. Informatica (Slovenia) 46 (1) (2022)
Swati Swati, Adrian Mladenic Grobelnik, Dunja Mladenic, Marko Grobelnik
A Commonsense-Infused Language-Agnostic Learning Framework for Enhancing Prediction of Political Polarity in Multilingual News Headlines. CoRR (2022)
Abdul Sittar, Dunja Mladenic, Marko Grobelnik
Analysis of information cascading and propagation barriers across distinctive news events. J. Intell. Inf. Syst. 58 (1) (2022)
Goran Matosevic, Jasminka Dobsa, Dunja Mladenic
Using Machine Learning for Web Page Classification in Search Engine Optimization. Future Internet 13 (1) (2021)
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)
João Pita Costa, Luis Rei, Luka Stopar, Flavio Fuart, Marko Grobelnik, Dunja Mladenic, Inna Novalija, Anthony Staines, Jarmo Pääkkönen, Jenni Konttila, Joseba Bidaurrazaga, Oihana Belar, Christine Henderson, Gorka Epelde, Mónica Arrúe, Paul Carlin, Jonathan G. Wallace
NewsMeSH: A new classifier designed to annotate health news with MeSH headings. Artif. Intell. Medicine 114 (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)
Georgios Sofianidis, Joze M. Rozanec, Dunja Mladenic, Dimosthenis Kyriazis
A Review of Explainable Artificial Intelligence in Manufacturing. CoRR (2021)
Abdul Sittar, Dunja Mladenic
Using the Profile of Publishers to Predict Barriers across News Articles. CLEOPATRA@WWW (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, Dunja Mladenic
Reframing demand forecasting: a two-fold approach for lumpy and intermittent demand. CoRR (2021)
Miha Torkar, Dunja Mladenic
Characterizing financial markets from the event driven perspective. Appl. Netw. Sci. 6 (1) (2021)
Joze M. Rozanec, Dunja Mladenic
Semantic XAI for contextualized demand forecasting explanations. CoRR (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)
Swati, Dunja Mladenic, Tomaz Erjavec
EveOut: an event-centric news dataset to analyze an outlet's event selection patterns. Informatica (Slovenia) 45 (7) (2021)
Joze M. Rozanec, Inna Novalija, Patrik Zajec, Klemen Kenda, Dunja Mladenic
Knowledge Modelling and Active Learning in Manufacturing. CoRR (2021)
Ayse Saliha Sunar, Erik Novak, Dunja Mladenic
Users' Learning Pathways on Cross-site Open Educational Resources. CSEDU (2) (2020)
Klemen Kenda, Blaz Kazic, Erik Novak, Dunja Mladenic
Streaming Data Fusion for the Internet of Things. Sensors 19 (8) (2019)
Tadej Stajner, Dunja Mladenic
Cross-lingual document similarity estimation and dictionary generation with comparable corpora. Knowl. Inf. Syst. 58 (3) (2019)
Casey Doyle, Zala Herga, Stephen Dipple, Boleslaw K. Szymanski, György Korniss, Dunja Mladenic
Predicting complex user behavior from CDR based social networks. Inf. Sci. 500 (2019)
Matej Senozetnik, Luka Bradesko, Tine Subic, Zala Herga, Jasna Urbancic, Primoz Skraba, Dunja Mladenic
Estimating point-of-interest rating based on visitors geospatial behaviour. Comput. Sci. Inf. Syst. 16 (1) (2019)
Casey Doyle, Zala Herga, Stephen Dipple, Boleslaw K. Szymanski, György Korniss, Dunja Mladenic
Predicting complex user behavior from CDR based social networks. CoRR (2019)
Luka Stopar, Primoz Skraba, Marko Grobelnik, Dunja Mladenic
StreamStory: Exploring Multivariate Time Series on Multiple Scales. IEEE Trans. Vis. Comput. Graph. 25 (4) (2019)
Evgenia Belyaeva, Aljaz Kosmerlj, Dunja Mladenic, Gregor Leban
Automatic Estimation of News Values Reflecting Importance and Closeness of News Events. Informatica (Slovenia) 42 (4) (2018)
Janez Starc, Dunja Mladenic
Constructing a Natural Language Inference dataset using generative neural networks. Comput. Speech Lang. 46 (2017)
Janez Starc, Dunja Mladenic
Joint learning of ontology and semantic parser from text. Intell. Data Anal. 21 (1) (2017)
Blaz Kazic, Jan Rupnik, Primoz Skraba, Luka Bradesko, Dunja Mladenic
Predicting Users' Mobility Using Monte Carlo Simulations. IEEE Access 5 (2017)
Luka Bradesko, Michael J. Witbrock, Janez Starc, Zala Herga, Marko Grobelnik, Dunja Mladenic
Curious Cat-Mobile, Context-Aware Conversational Crowdsourcing Knowledge Acquisition. ACM Trans. Inf. Syst. 35 (4) (2017)
Janez Starc, Dunja Mladenic
Joint learning of ontology and semantic parser from text. CoRR (2016)
Luka Bradesko, Janez Starc, Dunja Mladenic, Marko Grobelnik, Michael J. Witbrock
Curious cat conversational crowd based and context aware knowledge acquisition chat bot. IEEE Conf. on Intelligent Systems (2016)
Janez Starc, Dunja Mladenic
Constructing a Natural Language Inference Dataset using Generative Neural Networks. CoRR (2016)
Nenad Tomasev, Krisztian Buza, Dunja Mladenic
Correcting the hub occurrence prediction bias in many dimensions. Comput. Sci. Inf. Syst. 13 (1) (2016)
Mario Karlovcec, Dunja Mladenic, Marko Grobelnik, Mitja Jermol
Conceptualization of science using collaboration and competences. Electron. Libr. 34 (1) (2016)
Mario Karlovcec, Borut Luzar, Dunja Mladenic
Core-periphery dynamics in collaboration networks: the case study of Slovenia. Scientometrics 109 (3) (2016)
Mario Karlovcec, Dunja Mladenic
Interdisciplinarity of scientific fields and its evolution based on graph of project collaboration and co-authoring. Scientometrics 102 (1) (2015)
Blaz Kazic, Dunja Mladenic, Aljaz Kosmerlj
Traffic Flow Prediction from Loop Counter Sensor Data using Machine Learning Methods. VEHITS (2015)
Dunja Mladenic, Estevam R. Hruschka Jr., Marko Grobelnik
Editorial. J. Web Semant. 35 (2015)
Nenad Tomasev, Dunja Mladenic
Image hub explorer: evaluating representations and metrics for content-based image retrieval and object recognition. Multim. Tools Appl. 74 (24) (2015)
Dunja Mladenic, Marko Grobelnik
Leadership and Balance in Research. ECSS (2015)
Delia Rusu, Blaz Fortuna, Dunja Mladenic
Measuring concept similarity in ontologies using weighted concept paths. Appl. Ontology 9 (1) (2014)
Nenad Tomasev, Dunja Mladenic
Hubness-aware shared neighbor distances for high-dimensional $$k$$ -nearest neighbor classification. Knowl. Inf. Syst. 39 (1) (2014)
Nenad Tomasev, Milos Radovanovic, Dunja Mladenic, Mirjana Ivanovic
The Role of Hubness in Clustering High-Dimensional Data. IEEE Trans. Knowl. Data Eng. 26 (3) (2014)
Mitja Trampus, Dunja Mladenic
Constructing Domain Templates with Concept Hierarchy as Background Knowledge. Inf. Technol. Control. 43 (4) (2014)
Nenad Tomasev, Milos Radovanovic, Dunja Mladenic, Mirjana Ivanovic
-nearest neighbor classification. Int. J. Mach. Learn. Cybern. 5 (3) (2014)
Nenad Tomasev, Dunja Mladenic
Hub Co-occurrence Modeling for Robust High-Dimensional kNN Classification. ECML/PKDD (2) (2013)
Bojan Blazica, Daniel Vladusic, Dunja Mladenic
MTi: A method for user identification for multitouch displays. Int. J. Hum. Comput. Stud. 71 (6) (2013)
Nenad Tomasev, Dunja Mladenic
Class imbalance and the curse of minority hubs. Knowl. Based Syst. 53 (2013)
Nenad Tomasev, Gregor Leban, Dunja Mladenic
Exploiting hubs for self-adaptive secondary re-ranking in bug report duplicate detection. ITI (2013)
Bojan Blazica, Daniel Vladusic, Dunja Mladenic
HDCMD: A Clustering Algorithm to Support Hand Detection on Multitouch Displays. SouthCHI (2013)
Rodoljub Petrovic, Lorand Dali, Dunja Mladenic
Click prediction in mobile display advertising based on HTML5 features. ITI (2013)
Bojan Blazica, Daniel Vladusic, Dunja Mladenic
A personal perspective on photowork: implicit human-computer interaction for photo collection management. Pers. Ubiquitous Comput. 17 (8) (2013)
Dunja Mladenic, Marko Grobelnik
Automatic Text Analysis by Artificial Intelligence. Informatica (Slovenia) 37 (1) (2013)
Nenad Tomasev, Dunja Mladenic
Image Hub Explorer: Evaluating Representations and Metrics for Content-Based Image Retrieval and Object Recognition. ECML/PKDD (3) (2013)
Inna Novalija, Dunja Mladenic
Applying Semantic Technology to Business News Analysis. Appl. Artif. Intell. 27 (6) (2013)
Dunja Mladenic, Stephen Muggleton, Ivan Bratko
Editors's Introduction to the Special Issue on "100 Years of Alan Turing and 20 Years of SLAIS". Informatica (Slovenia) 37 (1) (2013)
Nenad Tomasev, Jan Rupnik, Dunja Mladenic
The Role of Hubs in Cross-Lingual Supervised Document Retrieval. PAKDD (2) (2013)
Tadej Stajner, Inna Novalija, Dunja Mladenic
Informal Multilingual Multi-domain Sentiment Analysis. Informatica (Slovenia) 37 (4) (2013)
Luka Bradesko, Alexandra Moraru, Blaz Fortuna, Carolina Fortuna, Dunja Mladenic
A Framework for Acquiring Semantic Sensor Descriptions (Short Paper). SSN (2012)
Lorand Dali, Dunja Mladenic
BICIKELJ: Environmental data mining on the bicycle. ITI (2012)
Nenad Tomasev, Dunja Mladenic
Nearest neighbor voting in high dimensional data: Learning from past occurrences. Comput. Sci. Inf. Syst. 9 (2) (2012)

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Publication Activity (10 Years)

Top Topics

Top Venues

Dunja Mladenic