Dunja Mladenic

244 papers A* 10A 4B 6C 4Journal 122Unranked 65

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	BAR-Analytics: A Web-based Platform for Analyzing Information Spreading Barriers in News: Comparative Analysis Across Multiple Barriers and Events. CoRR Abdul Sittar, Dunja Mladenic, Alenka Gucek, Marko Grobelnik
2025	J	`jnl`	BAR-analytics: A web-based platform for analyzing information spreading barriers in news: Comparative analysis across multiple barriers and events. Int. J. Inf. Manag. Data Insights Abdul Sittar, Dunja Mladenic, Alenka Gucek, Marko Grobelnik
2025	J	`jnl`	Dealing with zero-inflated data: Achieving state-of-the-art with a two-fold machine learning approach. Eng. Appl. Artif. Intell. Joze M. Rozanec, Gasper Petelin, João Pita Costa, Gregor Cerar, Blaz Bertalanic, Marko Gucek, Gregor Papa, Dunja Mladenic
2025	J	`jnl`	Fiaingen: A financial time series generative method matching real-world data quality. CoRR Joze M. Rozanec, Tina Zezlin, Laurentiu Vasiliu, Dunja Mladenic, Radu Prodan, Dumitru Roman
2025	J	`jnl`	Improving stochastic models by smart denoising and latent representation optimization. Inf. Sci. Jakob Jelencic, M. Besher Massri, Ljupco Todorovski, Marko Grobelnik, Dunja Mladenic
2025	J	`jnl`	News dissemination: a semantic approach to barrier classification. J. Intell. Inf. Syst. Abdul Sittar, Dunja Mladenic, Marko Grobelnik
2025	J	`jnl`	The 2021 Tokyo Olympics Multilingual News Article Dataset. CoRR Erik Novak, Erik Calcina, Dunja Mladenic, Marko Grobelnik
2024	J	`jnl`	A Multilingual Approach to Analyzing Talent Demand in a Specific Domain: Insights From Global Perspectives on Artificial Intelligence Talent Demand. IEEE Access Jakob Jelencic, M. Besher Massri, Marko Grobelnik, Dunja Mladenic
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	—	`conf`	Enhancing Cognitive Digital Twin Interaction using an LLM Agent. MIPRO Jan Sturm, Patrik Zajec, Maja Skrjanc, Dunja Mladenic, Marko Grobelnik
2024	A*	`conf`	European Data Science Day: KDD-2024 Special Day. KDD Dunja Mladenic, Dumitru Roman
2024	J	`jnl`	Evaluating Text Generation Model Performance by Combining Semantic Meaning and Word Order. IEEE Access Erik Novak, Luka Bizjak, Dunja Mladenic, Marko Grobelnik
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
2024	J	`jnl`	Multimodal Metadata Assignment for Cultural Heritage Artifacts. CoRR Luis Rei, Dunja Mladenic, Mareike Dorozynski, Franz Rottensteiner, Thomas Schleider, Raphaël Troncy, Jorge Sebastián Lozano, Mar Gaitán Salvatella
2023	J	`jnl`	A commonsense-infused language-agnostic learning framework for enhancing prediction of political bias in multilingual news headlines. Knowl. Based Syst. Swati Swati, Adrian Mladenic Grobelnik, Dunja Mladenic, Marko Grobelnik
2023	C	`conf`	Adaptive explainable artificial intelligence for visual defect inspection. ISM Joze M. Rozanec, Beno Sircelj, Blaz Fortuna, Dunja Mladenic
2023	J	`jnl`	An Inferential Commonsense-Driven Framework for Predicting Political Bias in News Headlines. IEEE Access Swati Swati, Dunja Mladenic, Marko Grobelnik
2023	J	`jnl`	Classification of Cross-cultural News Events. CoRR Abdul Sittar, Dunja Mladenic
2023	J	`jnl`	Classification of news spreading barriers. CoRR Abdul Sittar, Dunja Mladenic, Marko Grobelnik
2023	J	`jnl`	Dealing with zero-inflated data: achieving SOTA with a two-fold machine learning approach. CoRR Joze M. Rozanec, Gasper Petelin, João Pita Costa, Blaz Bertalanic, Gregor Cerar, Marko Gucek, Gregor Papa, 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
2023	J	`jnl`	Multimodal metadata assignment for cultural heritage artifacts. Multim. Syst. Luis Rei, Dunja Mladenic, Mareike Dorozynski, Franz Rottensteiner, Thomas Schleider, Raphaël Troncy, Jorge Sebastián Lozano, Mar Gaitán Salvatella
2023	J	`jnl`	Profiling the barriers to the spreading of news using news headlines. Frontiers Artif. Intell. Abdul Sittar, Dunja Mladenic, Marko Grobelnik
2023	J	`jnl`	Profiling the news spreading barriers using news headlines. CoRR Abdul Sittar, Dunja Mladenic, Marko Grobelnik
2023	J	`jnl`	Using the profile of publishers to predict barriers across news articles. CoRR Abdul Sittar, Dunja Mladenic
2022	J	`jnl`	A Commonsense-Infused Language-Agnostic Learning Framework for Enhancing Prediction of Political Polarity in Multilingual News Headlines. CoRR Swati Swati, Adrian Mladenic Grobelnik, Dunja Mladenic, Marko Grobelnik
2022	—	`conf`	A Multilingual Benchmark to Capture Olfactory Situations over Time. LChange@ACL 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
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`	Analysis of information cascading and propagation barriers across distinctive news events. CoRR Abdul Sittar, Dunja Mladenic, Marko Grobelnik
2022	J	`jnl`	Analysis of information cascading and propagation barriers across distinctive news events. J. Intell. Inf. Syst. Abdul Sittar, Dunja Mladenic, Marko Grobelnik
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`	Harvesting Context and Mining Emotions Related to Olfactory Cultural Heritage. Multimodal Technol. Interact. M. Besher Massri, Inna Novalija, Dunja Mladenic, Janez Brank, Sara Graça da Silva, Natasza Marrouch, Carla Sofia Ribeiro Murteira, Ali Hürriyetoglu, Beno Sircelj
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`	Improving modeling of stochastic processes by smart denoising. Informatica (Slovenia) Jakob Jelencic, Dunja Mladenic
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`	Political and Economic Patterns in COVID-19 News: From Lockdown to Vaccination. IEEE Access Abdul Sittar, Daniela Major, Caio Mello, Dunja Mladenic, Marko Grobelnik
2022	J	`jnl`	Political and Economic Patterns in COVID-19 News: From Lockdown to Vaccination. CoRR Abdul Sittar, Daniela Major, Caio Mello, Dunja Mladenic, Marko Grobelnik
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
2022	J	`jnl`	Using Semi-Supervised Learning and Wikipedia to Train an Event Argument Extraction System. Informatica (Slovenia) Patrik Zajec, Dunja Mladenic
2022	J	`jnl`	Why is a document relevant? Understanding the relevance scores in cross-lingual document retrieval. Knowl. Based Syst. Erik Novak, Luka Bizjak, Dunja Mladenic, Marko Grobelnik
2021	J	`jnl`	A Review of Explainable Artificial Intelligence in Manufacturing. CoRR Georgios Sofianidis, Joze M. Rozanec, Dunja Mladenic, Dimosthenis Kyriazis
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`	Characterizing financial markets from the event driven perspective. Appl. Netw. Sci. Miha Torkar, Dunja Mladenic
2021	J	`jnl`	EveOut: an event-centric news dataset to analyze an outlet's event selection patterns. Informatica (Slovenia) Swati, Dunja Mladenic, Tomaz Erjavec
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	J	`jnl`	Knowledge Modelling and Active Learning in Manufacturing. CoRR Joze M. Rozanec, Inna Novalija, Patrik Zajec, Klemen Kenda, Dunja Mladenic
2021	—	`ed.`	Machine Learning and Knowledge Discovery in Databases. Applied Data Science and Demo Track - European Conference, ECML PKDD 2020, Ghent, Belgium, September 14-18, 2020, Proceedings, Part V ECML/PKDD (5) Yuxiao Dong, Georgiana Ifrim, Dunja Mladenic, Craig Saunders, Sofie Van Hoecke
2021	—	`ed.`	Machine Learning and Knowledge Discovery in Databases: Applied Data Science Track - European Conference, ECML PKDD 2020, Ghent, Belgium, September 14-18, 2020, Proceedings, Part IV ECML/PKDD (4) Yuxiao Dong, Dunja Mladenic, Craig Saunders
2021	J	`jnl`	NewsMeSH: A new classifier designed to annotate health news with MeSH headings. Artif. Intell. Medicine 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
2021	J	`jnl`	Reframing demand forecasting: a two-fold approach for lumpy and intermittent demand. CoRR Joze M. Rozanec, 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`	Semantic XAI for contextualized demand forecasting explanations. CoRR Joze M. Rozanec, Dunja Mladenic
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	J	`jnl`	Using Machine Learning for Web Page Classification in Search Engine Optimization. Future Internet Goran Matosevic, Jasminka Dobsa, Dunja Mladenic
2021	—	`conf`	Using the Profile of Publishers to Predict Barriers across News Articles. CLEOPATRA@WWW Abdul Sittar, Dunja Mladenic
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`	Users' Learning Pathways on Cross-site Open Educational Resources. CSEDU (2) Ayse Saliha Sunar, Erik Novak, Dunja Mladenic
2019	J	`jnl`	Cross-lingual document similarity estimation and dictionary generation with comparable corpora. Knowl. Inf. Syst. Tadej Stajner, Dunja Mladenic
2019	J	`jnl`	Estimating point-of-interest rating based on visitors geospatial behaviour. Comput. Sci. Inf. Syst. Matej Senozetnik, Luka Bradesko, Tine Subic, Zala Herga, Jasna Urbancic, Primoz Skraba, Dunja Mladenic
2019	J	`jnl`	Predicting complex user behavior from CDR based social networks. CoRR Casey Doyle, Zala Herga, Stephen Dipple, Boleslaw K. Szymanski, György Korniss, Dunja Mladenic
2019	J	`jnl`	Predicting complex user behavior from CDR based social networks. Inf. Sci. Casey Doyle, Zala Herga, Stephen Dipple, Boleslaw K. Szymanski, György Korniss, Dunja Mladenic
2019	J	`jnl`	StreamStory: Exploring Multivariate Time Series on Multiple Scales. IEEE Trans. Vis. Comput. Graph. Luka Stopar, Primoz Skraba, Marko Grobelnik, Dunja Mladenic
2019	J	`jnl`	Streaming Data Fusion for the Internet of Things. Sensors Klemen Kenda, Blaz Kazic, Erik Novak, Dunja Mladenic
2018	J	`jnl`	Automatic Estimation of News Values Reflecting Importance and Closeness of News Events. Informatica (Slovenia) Evgenia Belyaeva, Aljaz Kosmerlj, Dunja Mladenic, Gregor Leban
2017	J	`jnl`	Constructing a Natural Language Inference dataset using generative neural networks. Comput. Speech Lang. Janez Starc, Dunja Mladenic
2017	J	`jnl`	Curious Cat-Mobile, Context-Aware Conversational Crowdsourcing Knowledge Acquisition. ACM Trans. Inf. Syst. Luka Bradesko, Michael Witbrock, Janez Starc, Zala Herga, Marko Grobelnik, Dunja Mladenic
2017	—	`ch.`	Document Classification. Encyclopedia of Machine Learning and Data Mining Dunja Mladenic, Janez Brank, Marko Grobelnik
2017	—	`ch.`	Feature Construction in Text Mining. Encyclopedia of Machine Learning and Data Mining Janez Brank, Dunja Mladenic, Marko Grobelnik
2017	—	`ch.`	Feature Selection in Text Mining. Encyclopedia of Machine Learning and Data Mining Dunja Mladenic
2017	J	`jnl`	Joint learning of ontology and semantic parser from text. Intell. Data Anal. Janez Starc, Dunja Mladenic
2017	J	`jnl`	Predicting Users' Mobility Using Monte Carlo Simulations. IEEE Access Blaz Kazic, Jan Rupnik, Primoz Skraba, Luka Bradesko, Dunja Mladenic
2017	—	`ch.`	Text Mining for the Semantic Web. Encyclopedia of Machine Learning and Data Mining Marko Grobelnik, Dunja Mladenic, Michael Witbrock
2017	—	`ch.`	Text Mining. Encyclopedia of Machine Learning and Data Mining Dunja Mladenic
2016	J	`jnl`	Conceptualization of science using collaboration and competences. Electron. Libr. Mario Karlovcec, Dunja Mladenic, Marko Grobelnik, Mitja Jermol
2016	J	`jnl`	Constructing a Natural Language Inference Dataset using Generative Neural Networks. CoRR Janez Starc, Dunja Mladenic
2016	J	`jnl`	Core-periphery dynamics in collaboration networks: the case study of Slovenia. Scientometrics Mario Karlovcec, Borut Luzar, Dunja Mladenic
2016	J	`jnl`	Correcting the hub occurrence prediction bias in many dimensions. Comput. Sci. Inf. Syst. Nenad Tomasev, Krisztián Búza, Dunja Mladenic
2016	—	`conf`	Curious cat conversational crowd based and context aware knowledge acquisition chat bot. IEEE Conf. on Intelligent Systems Luka Bradesko, Janez Starc, Dunja Mladenic, Marko Grobelnik, Michael Witbrock
2016	J	`jnl`	Joint learning of ontology and semantic parser from text. CoRR Janez Starc, Dunja Mladenic
2016	—	`ed.`	The Semantic Web - ESWC 2016 Satellite Events, Heraklion, Crete, Greece, May 29 - June 2, 2016, Revised Selected Papers ESWC (Satellite Events) Harald Sack, Giuseppe Rizzo, Nadine Steinmetz, Dunja Mladenic, Sören Auer, Christoph Lange
2015	J	`jnl`	Editorial. J. Web Semant. Dunja Mladenic, Estevam R. Hruschka Jr., Marko Grobelnik
2015	J	`jnl`	Image hub explorer: evaluating representations and metrics for content-based image retrieval and object recognition. Multim. Tools Appl. Nenad Tomasev, Dunja Mladenic
2015	J	`jnl`	Interdisciplinarity of scientific fields and its evolution based on graph of project collaboration and co-authoring. Scientometrics Mario Karlovcec, Dunja Mladenic
2015	—	`conf`	Leadership and Balance in Research. ECSS Dunja Mladenic, Marko Grobelnik
2015	—	`ed.`	The Semantic Web: ESWC 2012 Satellite Events - ESWC 2012 Satellite Events, Heraklion, Crete, Greece, May 27-31, 2012. Revised Selected Papers ESWC (Satellite Events) Elena Simperl, Barry Norton, Dunja Mladenic, Emanuele Della Valle, Irini Fundulaki, Alexandre Passant, Raphaël Troncy
2015	C	`conf`	Traffic Flow Prediction from Loop Counter Sensor Data using Machine Learning Methods. VEHITS Blaz Kazic, Dunja Mladenic, Aljaz Kosmerlj
2014	J	`jnl`	Constructing Domain Templates with Concept Hierarchy as Background Knowledge. Inf. Technol. Control. Mitja Trampus, Dunja Mladenic
2014	J	`jnl`	Hubness-aware shared neighbor distances for high-dimensional $$k$$ -nearest neighbor classification. Knowl. Inf. Syst. Nenad Tomasev, Dunja Mladenic
2014	J	`jnl`	Hubness-based fuzzy measures for high-dimensional Int. J. Mach. Learn. Cybern. Nenad Tomasev, Milos Radovanovic, Dunja Mladenic, Mirjana Ivanovic
2014	J	`jnl`	Measuring concept similarity in ontologies using weighted concept paths. Appl. Ontology Delia Rusu, Blaz Fortuna, Dunja Mladenic
2014	J	`jnl`	The Role of Hubness in Clustering High-Dimensional Data. IEEE Trans. Knowl. Data Eng. Nenad Tomasev, Milos Radovanovic, Dunja Mladenic, Mirjana Ivanovic
2013	J	`jnl`	A personal perspective on photowork: implicit human-computer interaction for photo collection management. Pers. Ubiquitous Comput. Bojan Blazica, Daniel Vladusic, Dunja Mladenic
2013	J	`jnl`	Applying Semantic Technology to Business News Analysis. Appl. Artif. Intell. Inna Novalija, Dunja Mladenic
2013	J	`jnl`	Automatic Text Analysis by Artificial Intelligence. Informatica (Slovenia) Dunja Mladenic, Marko Grobelnik
2013	J	`jnl`	Class imbalance and the curse of minority hubs. Knowl. Based Syst. Nenad Tomasev, Dunja Mladenic
2013	—	`conf`	Click prediction in mobile display advertising based on HTML5 features. ITI Rodoljub Petrovic, Lorand Dali, Dunja Mladenic
2013	J	`jnl`	Editors's Introduction to the Special Issue on "100 Years of Alan Turing and 20 Years of SLAIS". Informatica (Slovenia) Dunja Mladenic, Stephen H. Muggleton, Ivan Bratko
2013	—	`conf`	Exploiting hubs for self-adaptive secondary re-ranking in bug report duplicate detection. ITI Nenad Tomasev, Gregor Leban, Dunja Mladenic
2013	—	`conf`	HDCMD: A Clustering Algorithm to Support Hand Detection on Multitouch Displays. SouthCHI Bojan Blazica, Daniel Vladusic, Dunja Mladenic
2013	—	`conf`	Hub Co-occurrence Modeling for Robust High-Dimensional kNN Classification. ECML/PKDD (2) Nenad Tomasev, Dunja Mladenic
2013	—	`conf`	Image Hub Explorer: Evaluating Representations and Metrics for Content-Based Image Retrieval and Object Recognition. ECML/PKDD (3) Nenad Tomasev, Dunja Mladenic
2013	J	`jnl`	Informal Multilingual Multi-domain Sentiment Analysis. Informatica (Slovenia) Tadej Stajner, Inna Novalija, Dunja Mladenic
2013	J	`jnl`	MTi: A method for user identification for multitouch displays. Int. J. Hum. Comput. Stud. Bojan Blazica, Daniel Vladusic, Dunja Mladenic
2013	—	`conf`	The Role of Hubs in Cross-Lingual Supervised Document Retrieval. PAKDD (2) Nenad Tomasev, Jan Rupnik, Dunja Mladenic
2012	—	`conf`	A Framework for Acquiring Semantic Sensor Descriptions (Short Paper). SSN Luka Bradesko, Alexandra Moraru, Blaz Fortuna, Carolina Fortuna, Dunja Mladenic
2012	J	`jnl`	A Framework for Semantic Enrichment of Sensor Data. J. Comput. Inf. Technol. Alexandra Moraru, Dunja Mladenic
2012	—	`conf`	A framework for semantic enrichment of sensor data. ITI Alexandra Moraru, Dunja Mladenic
2012	—	`conf`	BICIKELJ: Environmental data mining on the bicycle. ITI Lorand Dali, Dunja Mladenic
2012	—	`conf`	Hubness-Aware Shared Neighbor Distances for High-Dimensional k-Nearest Neighbor Classification. HAIS (2) Nenad Tomasev, Dunja Mladenic
2012	J	`jnl`	Nearest neighbor voting in high dimensional data: Learning from past occurrences. Comput. Sci. Inf. Syst. Nenad Tomasev, Dunja Mladenic
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	J	`jnl`	A System for Publishing Sensor Data on the Semantic Web. J. Comput. Inf. Technol. Alexandra Moraru, Carolina Fortuna, Dunja Mladenic
2011	A	`conf`	A probabilistic approach to nearest-neighbor classification: naive hubness bayesian kNN. CIKM Nenad Tomasev, Milos Radovanovic, Dunja Mladenic, Mirjana Ivanovic
2011	—	`conf`	Automatically Annotating Text with Linked Open Data. LDOW Delia Rusu, Blaz Fortuna, Dunja Mladenic
2011	—	`conf`	Hubness-Based Fuzzy Measures for High-Dimensional k-Nearest Neighbor Classification. MLDM Nenad Tomasev, Milos Radovanovic, Dunja Mladenic, Mirjana Ivanovic
2011	—	`conf`	Information Resource Recommendation in Knowledge Processes. ESWC Workshops Tadej Stajner, Dunja Mladenic, Marko Grobelnik
2011	—	`ch.`	Machine Learning Techniques for Understanding Context and Process. Context and Semantics for Knowledge Management Marko Grobelnik, Dunja Mladenic, Gregor Leban, Tadej Stajner
2011	—	`ch.`	Managing and Understanding Context. Context and Semantics for Knowledge Management Igor Dolinsek, Marko Grobelnik, Dunja Mladenic
2011	—	`conf`	Nearest Neighbor Voting in High-Dimensional Data: Learning from Past Occurrences. ICDM Workshops Nenad Tomasev, Dunja Mladenic
2011	B	`conf`	OntoGen extension for exploring image collections. ICCP Nenad Tomasev, Blaz Fortuna, Dunja Mladenic
2011	J	`jnl`	OntoPlus: Text-driven ontology extension using ontology content, structure and co-occurrence information. Knowl. Based Syst. Inna Novalija, Dunja Mladenic, Luka Bradesko
2011	—	`conf`	ShoeBox: A Natural Way of Organizing Pictures According to User's Affinities. HCI (3) Bojan Blazica, Daniel Vladusic, Dunja Mladenic
2011	B	`conf`	Spatio-temporal reasoning for traffic scene understanding. ICCP Raluca Brehar, Carolina Fortuna, Silviu Bota, Dunja Mladenic, Sergiu Nedevschi
2011	—	`conf`	The Role of Hubness in Clustering High-Dimensional Data. PAKDD (1) Nenad Tomasev, Milos Radovanovic, Dunja Mladenic, Mirjana Ivanovic
2011	B	`conf`	The influence of hubness on nearest-neighbor methods in object recognition. ICCP Nenad Tomasev, Raluca Brehar, Dunja Mladenic, Sergiu Nedevschi
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.`	Document Classification. Encyclopedia of Machine Learning Dunja Mladenic, Janez Brank, Marko Grobelnik
2010	J	`jnl`	Editorial. J. Comput. Inf. Technol. Ray J. Paul, Dunja Mladenic, Marko Tadic
2010	—	`conf`	Exploring Contexts and Actions in Knowledge Processes. CIAO@EKAW Tadej Stajner, Dunja Mladenic, Marko Grobelnik
2010	—	`ch.`	Feature Construction in Text Mining. Encyclopedia of Machine Learning Janez Brank, Dunja Mladenic, Marko Grobelnik
2010	—	`ch.`	Feature Selection in Text Mining. Encyclopedia of Machine Learning Dunja Mladenic
2010	—	`conf`	Modeling Knowledge Worker Activity. WAPA Tadej Stajner, Dunja Mladenic
2010	J	`jnl`	Ontology Extension Towards Analysis of Business News. Informatica (Slovenia) Inna Novalija, Dunja Mladenic
2010	J	`jnl`	Overcoming Information Overload in the Enterprise: The Active Approach. IEEE Internet Comput. Elena Simperl, Ian Thurlow, Paul Warren, Frank Dengler, John Davies, Marko Grobelnik, Dunja Mladenic, José Manuél Gómez-Pérez, Carlos Ruiz Moreno
2010	—	`conf`	Real-Time News Recommender System. ECML/PKDD (3) Blaz Fortuna, Carolina Fortuna, Dunja Mladenic
2010	J	`jnl`	Social Network Analysis of Ontology Edit Logs. J. Comput. Inf. Technol. Nenad Tomasev, Dunja Mladenic
2010	—	`ch.`	Text Mining for the Semantic Web. Encyclopedia of Machine Learning Marko Grobelnik, Dunja Mladenic, Michael Witbrock
2010	—	`ch.`	Text Mining. Encyclopedia of Machine Learning Dunja Mladenic
2010	J	`jnl`	Using Machine Learning on Sensor Data. J. Comput. Inf. Technol. Alexandra Moraru, Marko Pesko, Maria Porcius, Carolina Fortuna, Dunja Mladenic
2010	C	`conf`	Visualization of Web Page Content Using Semantic Technologies. IV Lorand Dali, Dunja Mladenic
2009	—	`ch.`	Capturing Document Semantics for Ontology Generation and Document Summarization. Semantic Knowledge Management David Baxter, Bryan Klimt, Marko Grobelnik, David Schneider, Michael Witbrock, Dunja Mladenic
2009	—	`ch.`	Challenges of Semantic Knowledge Management. Semantic Knowledge Management John Davies, Marko Grobelnik, Dunja Mladenic
2009	—	`conf`	Constructing Event Templates from Written News. Web Intelligence/IAT Workshops Mitja Trampus, 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	—	`conf`	Enhanced Web Page Content Visualization with Firefox. ECML/PKDD (2) Lorand Dali, Delia Rusu, Dunja Mladenic
2009	—	`conf`	Entity Resolution in Texts Using Statistical Learning and Ontologies. ASWC Tadej Stajner, Dunja Mladenic
2009	J	`jnl`	Guest editors' introduction: Special Issue from ECML PKDD 2009. Mach. Learn. Aleksander Kolcz, Dunja Mladenic, Wray L. Buntine, Marko Grobelnik, John Shawe-Taylor
2009	J	`jnl`	Guest editors' introduction: special issue of selected papers from ECML PKDD 2009. Data Min. Knowl. Discov. Aleksander Kolcz, Dunja Mladenic, Wray L. Buntine, Marko Grobelnik, John Shawe-Taylor
2009	—	`book`	Knowledge Discovery Enhanced with Semantic and Social Information Bettina Berendt, Dunja Mladenic, Marco de Gemmis, Giovanni Semeraro, Myra Spiliopoulou, Gerd Stumme, Vojtech Svátek, Filip Zelezný
2009	—	`ch.`	Knowledge Discovery for Semantic Web. Semantic Knowledge Management Dunja Mladenic, Marko Grobelnik, Blaz Fortuna, Miha Grcar
2009	—	`ed.`	Machine Learning and Knowledge Discovery in Databases, European Conference, ECML PKDD 2009, Bled, Slovenia, September 7-11, 2009, Proceedings, Part I ECML/PKDD (1) Wray L. Buntine, Marko Grobelnik, Dunja Mladenic, John Shawe-Taylor
2009	—	`ed.`	Machine Learning and Knowledge Discovery in Databases, European Conference, ECML PKDD 2009, Bled, Slovenia, September 7-11, 2009, Proceedings, Part II ECML/PKDD (2) Wray L. Buntine, Marko Grobelnik, Dunja Mladenic, John Shawe-Taylor
2009	—	`conf`	Modeling Common Real-Word Relations Using Triples Extracted from n-Grams. ASWC Ruben Sipos, Dunja Mladenic, Marko Grobelnik, Janez Brank
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	—	`book`	Semantic Knowledge Management John Davies, 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`	Semantic web wiki: Social network analysis of page editing. ITI Nenad Tomasev, Dunja Mladenic
2009	—	`conf`	Semi-automatic Categorization of Videos on VideoLectures.net. ECML/PKDD (2) Miha Grcar, Dunja Mladenic, Peter Kese
2009	—	`conf`	Visual OntoBridge: Semi-automatic Semantic Annotation Software. ECML/PKDD (2) Miha Grcar, Dunja Mladenic
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	—	`conf`	08391 Working Group Summary - Analyzing Tag Semantics Across Tagging Systems. Social Web Communities Dominik Benz, Marko Grobelnik, Andreas Hotho, Robert Jäschke, Dunja Mladenic, Vito Domenico Pietro Servedio, Sergej Sizov, Martin Szomszor
2008	A*	`conf`	Cross-lingual search over 22 european languages. SIGIR Blaz Fortuna, Jan Rupnik, Bostjan Pajntar, Marko Grobelnik, Dunja Mladenic
2008	J	`jnl`	Feature Selection for the Classification of Large Document Collections. J. Univers. Comput. Sci. Janez Brank, Dunja Mladenic, Marko Grobelnik, Natasa Milic-Frayling
2008	A*	`conf`	Monitoring Network Evolution using MDL. ICDE Jure Ferlez, Christos Faloutsos, Jure Leskovec, Dunja Mladenic, Marko Grobelnik
2008	—	`conf`	Predicting Category Additions in a Topic Hierarchy. ASWC Janez Brank, Marko Grobelnik, Dunja Mladenic
2008	J	`jnl`	Ripple Down Rule learning for automated word lemmatisation. AI Commun. Joël Plisson, Nada Lavrac, Dunja Mladenic, Tomaz Erjavec
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	—	`ed.`	From Web to Social Web: Discovering and Deploying User and Content Profiles, Workshop on Web Mining, WebMine 2006, Berlin, Germany, September 18, 2006. Revised Selected and Invited Papers WebMine Bettina Berendt, Andreas Hotho, Dunja Mladenic, Giovanni Semeraro
2007	—	`ed.`	Knowledge Discovery in Databases: PKDD 2007, 11th European Conference on Principles and Practice of Knowledge Discovery in Databases, Warsaw, Poland, September 17-21, 2007, Proceedings PKDD Joost N. Kok, Jacek Koronacki, Ramón López de Mántaras, Stan Matwin, Dunja Mladenic, Andrzej Skowron
2007	—	`ed.`	Machine Learning: ECML 2007, 18th European Conference on Machine Learning, Warsaw, Poland, September 17-21, 2007, Proceedings ECML Joost N. Kok, Jacek Koronacki, Ramón López de Mántaras, Stan Matwin, Dunja Mladenic, Andrzej Skowron
2007	—	`conf`	OntoGen: Semi-automatic Ontology Editor. HCI (9) Blaz Fortuna, Marko Grobelnik, Dunja Mladenic
2007	—	`conf`	Using Text Mining and Link Analysis for Software Mining. MCD Miha Grcar, 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	—	`conf`	Comparing and Combining Two Approaches to Automated Subject Classification of Text. ECDL Koraljka Golub, Anders Ardö, Dunja Mladenic, Marko Grobelnik
2006	—	`conf`	Golden Standard Based Ontology Evaluation Using Instance Assignment. EON@WWW Janez Brank, Dunja Mladenic, Marko Grobelnik
2006	—	`ed.`	Semantics, Web and Mining, Joint International Workshops, EWMF 2005 and KDO 2005, Porto, Portugal, October 3 and 7, 2005, Revised Selected Papers EWMF/KDO Markus Ackermann, Bettina Berendt, Marko Grobelnik, Andreas Hotho, Dunja Mladenic, Giovanni Semeraro, Myra Spiliopoulou, Gerd Stumme, Vojtech Svátek, Maarten van Someren
2006	J	`jnl`	User profiling for the web. Comput. Sci. Inf. Syst. Miha Grcar, Dunja Mladenic, Marko Grobelnik
2006	—	`ch.`	kNN Versus SVM in the Collaborative Filtering Framework. Data Science and Classification Miha Grcar, Blaz Fortuna, Dunja Mladenic, Marko Grobelnik
2005	—	`conf`	Applying Collaborative Filtering to Real-life Corporate Data. GfKl Miha Grcar, Dunja Mladenic, Marko Grobelnik
2005	J	`jnl`	Automated knowledge discovery in advanced knowledge management. J. Knowl. Manag. Marko Grobelnik, Dunja Mladenic
2005	J	`jnl`	Building Minority Language Corpora by Learning to Generate Web Search Queries. Knowl. Inf. Syst. Rayid Ghani, Rosie Jones, Dunja Mladenic
2005	—	`conf`	Data Sparsity Issues in the Collaborative Filtering Framework. WebKDD Miha Grcar, Dunja Mladenic, Blaz Fortuna, Marko Grobelnik
2005	—	`conf`	Feature Selection for Dimensionality Reduction. SLSFS Dunja Mladenic
2005	J	`jnl`	KDD-2005 workshop report: Link Discovery: issues, approaches and application (LinkKDD-2005). SIGKDD Explor. Jafar Adibi, Patrick Pantel, Marko Grobelnik, Dunja Mladenic
2005	J	`jnl`	Next generation knowledge access. J. Knowl. Manag. John Davies, Alistair Duke, Nick Kings, Dunja Mladenic, Kalina Bontcheva, Miha Grcar, V. Richard Benjamins, Jesús Contreras, Mercedes Blázquez Civico, Tim Glover
2005	—	`ed.`	Proceedings of the 3rd international workshop on Link discovery, LinkKDD 2005, Chicago, Illinois, USA, August 21-25, 2005 LinkKDD Jafar Adibi, Marko Grobelnik, Dunja Mladenic, Patrick Pantel
2005	—	`conf`	Semi-automatic Construction of Topic Ontologies. EWMF/KDO Blaz Fortuna, Dunja Mladenic, Marko Grobelnik
2005	J	`jnl`	Simple Classification into Large Topic Ontology of Web Documents. J. Comput. Inf. Technol. Marko Grobelnik, Dunja Mladenic
2005	—	`conf`	Text Classification with Active Learning. GfKl Blaz Novak, Dunja Mladenic, Marko Grobelnik
2005	—	`conf`	Text Mining in Action!. GfKl Dunja Mladenic
2005	J	`jnl`	The Workshops at the Twentieth National Conference on Artificial Intelligence. AI Mag. Diego Mollá Aliod, Eduardo Alonso, Srinivas Bangalore, Joseph E. Beck, Bir Bhanu, Jim Blythe, Mark S. Boddy, Amedeo Cesta, Marko Grobelnik, Dilek Hakkani-Tür, Sanda M. Harabagiu, Alain Léger, Deborah L. McGuinness, Stacy Marsella, Natasa Milic-Frayling, Dunja Mladenic, Daniel Oblinger, Paul E. Rybski, Pavel Shvaiko, Stephen F. Smith, Biplav Srivastava, Sheila Tejada, Hannes Högni Vilhjálmsson, Kristinn R. Thórisson, Gökhan Tür, José Luis Vicedo González, Holger Wache
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
2004	A*	`conf`	Feature selection using linear classifier weights: interaction with classification models. SIGIR Dunja Mladenic, Janez Brank, Marko Grobelnik, Natasa Milic-Frayling
2004	J	`jnl`	KDD-2004 workshop report link analysis and group detection (LinkKDD-2004). SIGKDD Explor. Jafar Adibi, Hans Chalupsky, Marko Grobelnik, Dunja Mladenic, Natasa Milic-Frayling
2004	J	`jnl`	Visualization of News Articles. Informatica (Slovenia) Marko Grobelnik, Dunja Mladenic
2004	—	`conf`	Visualizing Very Large Graphs Using Clustering Neighborhoods. Local Pattern Detection Dunja Mladenic, Marko Grobelnik
2004	—	`ed.`	Web Mining: From Web to Semantic Web, First European Web Mining Forum, EMWF 2003, Cavtat-Dubrovnik, Croatia, September 22, 2003, Revised Selected and Invited Papers EWMF Bettina Berendt, Andreas Hotho, Dunja Mladenic, Maarten van Someren, Myra Spiliopoulou, Gerd Stumme
2003	—	`conf`	A Roadmap for Web Mining: From Web to Semantic Web. EWMF Bettina Berendt, Andreas Hotho, Dunja Mladenic, Maarten van Someren, Myra Spiliopoulou, Gerd Stumme
2003	J	`jnl`	Feature selection on hierarchy of web documents. Decis. Support Syst. Dunja Mladenic, Marko Grobelnik
2003	—	`conf`	Mapping Documents onto Web Page Ontology. EWMF Dunja Mladenic, Marko Grobelnik
2003	—	`ch.`	Web Browsing Using Machine Learning on Text Data. Intelligent Exploration of the Web Dunja Mladenic
2002	A*	`conf`	Learning word normalization using word suffix and context from unlabeled data. ICML Dunja Mladenic
2002	—	`conf`	Modeling Information in Textual Data Combining Labeled and Unlabeled Data. Pattern Detection and Discovery Dunja Mladenic
2001	A*	`conf`	Automatic Web Search Query Generation to Create Minority Language Corpora. SIGIR Rayid Ghani, Rosie Jones, Dunja Mladenic
2001	J	`jnl`	Data mining of baskets collected at different locations over one year. Informatica (Slovenia) Dunja Mladenic, William F. Eddy, Scott Ziolko
2001	A	`conf`	Mining the Web to Create Minority Language Corpora. CIKM Rayid Ghani, Rosie Jones, Dunja Mladenic
2001	—	`conf`	Online Learning for Web Query Generation: Finding Documents Matching a Minority Concept on the Web. Web Intelligence Rayid Ghani, Rosie Jones, Dunja Mladenic
2000	J	`jnl`	Text Mining as Integration of Several Related Research Areas: Report on KDD'2000 Workshop on Text Mining. SIGKDD Explor. Marko Grobelnik, Dunja Mladenic, Natasa Milic-Frayling
2000	A*	`conf`	Text mining (workshop session - title only). KDD Marko Grobelnik, Dunja Mladenic, Natasa Milic-Frayling
1999	A*	`conf`	Feature Selection for Unbalanced Class Distribution and Naive Bayes. ICML Dunja Mladenic, Marko Grobelnik
1999	J	`jnl`	Text-learning and related intelligent agents: a survey. IEEE Intell. Syst. Dunja Mladenic
1998	J	`jnl`	Browsing-Assistenten, Tour Guides und adaptive WWW-Server. Künstliche Intell. Thorsten Joachims, Dunja Mladenic
1998	—	`conf`	Feature Subset Selection in Text-Learning. ECML Dunja Mladenic
1998	A	`conf`	Turning Yahoo to Automatic Web-Page Classifier. ECAI Dunja Mladenic
1997	B	`conf`	Using machine learning for outcome prediction of patients with severe head injury. CBMS Iztok A. Pilih, Dunja Mladenic, Nada Lavrac, Tine S. Prevec
1994	—	`conf`	Using Machine Learning Techniques to Interpret Results from Discrete Event Simulation. ECML Dunja Mladenic, Ivan Bratko, Ray J. Paul, Marko Grobelnik
1993	A*	`conf`	Combinatorial Optimization in Inductive Concept Learning. ICML Dunja Mladenic
1993	—	`conf`	Visualization of Domain and Concept Descriptions. SCAI Dunja Mladenic
1992	A	`conf`	Stochastic Search in Inductive Logic Programming. ECAI Matevz Kovacic, Nada Lavrac, Marko Grobelnik, Darko Zupanic, Dunja Mladenic