D. Mladenić

Most-cited papers

A Survey of Chabot Systems through a Loebner Prize Competition
Luka Bradesko, D. Mladenić
201297 citations
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Actionable cognitive twins for decision making in manufacturing
J. Rožanec, Jin-Zhi Lu, Jan Rupnik, Maja Skrjanc +4 more
2021International Journal of Production Research92 citations Open access
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Hubness-based fuzzy measures for high-dimensional k-nearest neighbor classification
Nenad Tomasev, Miloš Radovanović, D. Mladenić, M. Ivanović
2011International Journal of Machine Learning and Cybernetics83 citations
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A probabilistic approach to nearest-neighbor classification: naive hubness bayesian kNN
Nenad Tomasev, Miloa Radovanović, D. Mladenić, M. Ivanović
2011International Conference on Information and Knowledge Management67 citations
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Nearest Neighbor Voting in High-Dimensional Data: Learning from Past Occurrences
Nenad Tomasev, D. Mladenić
20112011 IEEE 11th International Conference on Data Mining Workshops64 citations Open access
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Class imbalance and the curse of minority hubs
Nenad Tomasev, D. Mladenić
2013Knowledge-Based Systems59 citations
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Groundwater Modeling with Machine Learning Techniques: Ljubljana polje Aquifer
K. Kenda, Matej Čerin, Mark Bogataj, Matej Senozetnik +4 more
2018Proceedings52 citations Open access
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Using Machine Learning for Web Page Classification in Search Engine Optimization
Goran Matosevic, J. Dobša, D. Mladenić
2021Future Internet50 citations Open access
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Interdisciplinarity of scientific fields and its evolution based on graph of project collaboration and co-authoring
Mario Karlovčec, D. Mladenić
2014Scientometrics49 citations
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StreamStory: Exploring Multivariate Time Series on Multiple Scales
Luka Stopar, P. Skraba, M. Grobelnik, D. Mladenić
2019IEEE Transactions on Visualization and Computer Graphics40 citations Open access
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Reframing demand forecasting: a two-fold approach for lumpy and intermittent demand
J. Rožanec, D. Mladenić
2021Sustainability38 citations Open access
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Streaming Data Fusion for the Internet of Things
K. Kenda, B. Kazic, Erik Novak, D. Mladenić
2019Italian National Conference on Sensors37 citations Open access
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Curious Cat--Mobile, Context-Aware Conversational Crowdsourcing Knowledge Acquisition
Luka Bradesko, M. Witbrock, Janez Starc, Zala Herga +2 more
2017ACM Trans. Inf. Syst.36 citations Open access
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Query-Independent Learning to Rank for RDF Entity Search
Lorand Dali, B. Fortuna, Thanh Tran, D. Mladenić
2012Extended Semantic Web Conference35 citations
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Exposing real world information for the web of things
Alexandra Moraru, D. Mladenić, Matevz Vucnik, Maria Porcius +2 more
2011IIWeb '1133 citations
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Hubness-aware shared neighbor distances for high-dimensional \documentclass[12pt]{minimal} \usepackage{amsmath} \usepackage{wasysym} \usepackage{amsfonts} \usepackage{amssymb} \usepackage{amsbsy} \usepackage{mathrsfs} \usepackage{upgreek} \setlength{\oddsidemargin}{-69pt} \begin{document}$$k$$\end{d
Nenad Tomasev, D. Mladenić
2012Knowledge and Information Systems32 citations
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MTi: A method for user identification for multitouch displays
Bojan Blazica, D. Vladusic, D. Mladenić
2013Int. J. Hum. Comput. Stud.27 citations
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OntoPlus: Text-driven ontology extension using ontology content, structure and co-occurrence information
I. Novalija, D. Mladenić, Luka Bradesko
2011Knowledge-Based Systems27 citations
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A framework for semantic enrichment of sensor data
Alexandra Moraru, D. Mladenić
2012Proceedings of the ITI 2012 34th International Conference on Information Technology Interfaces26 citations Open access
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Autonomous Sensor Data Cleaning in Stream Mining Setting
K. Kenda, D. Mladenić
2018Business Systems Research Journal19 citations Open access
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Hub Co-occurrence Modeling for Robust High-Dimensional kNN Classification
Nenad Tomasev, D. Mladenić
2013ECML/PKDD19 citations
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Core-periphery dynamics in collaboration networks: the case study of Slovenia
Mario Karlovčec, Borut Lužar, D. Mladenić
2016Scientometrics18 citations
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Mashups for the Web of Things
K. Kenda, Carolina Fortuna, Alexandra Moraru, D. Mladenić +2 more
201317 citations
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The Role of Hubs in Cross-Lingual Supervised Document Retrieval
Nenad Tomasev, Jan Rupnik, D. Mladenić
2013Pacific-Asia Conference on Knowledge Discovery and Data Mining17 citations
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Predicting complex user behavior from CDR based social networks
Casey Doyle, Zala Herga, S. Dipple, B. Szymanski +2 more
2019Information Sciences15 citations Open access
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XAI-KG: knowledge graph to support XAI and decision-making in manufacturing
J. Rožanec, Patrik Zajec, K. Kenda, I. Novalija +2 more
2021CAiSE Workshops14 citations Open access
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IoT Middleware for Water Management
Matej Senozetnik, Zala Herga, Tine Šubic, Luka Bradesko +4 more
2018Proceedings14 citations Open access
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Hubness-Based Clustering of High-Dimensional Data
Nenad Tomasev, Miloš Radovanović, D. Mladenić, M. Ivanović
201513 citations
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Why is a document relevant? Understanding the relevance scores in cross-lingual document retrieval
Erik Novak, Luka Bizjak, D. Mladenić, M. Grobelnik
2022Knowledge-Based Systems12 citations Open access
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Towards Active Learning Based Smart Assistant for Manufacturing
Patrik Zajec, J. Rožanec, I. Novalija, B. Fortuna +2 more
2021Advances in Production Management Systems12 citations Open access
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Curious cat conversational crowd based and context aware knowledge acquisition chat bot
Luka Bradesko, Janez Starc, D. Mladenić, M. Grobelnik +1 more
2016IEEE International Conference on Intelligent Systems12 citations
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The Semantic Web: ESWC 2012 Satellite Events
E. Simperl, B. Norton, D. Mladenić, Emanuele Della Valle +3 more
2012Lecture Notes in Computer Science12 citations Open access
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STARdom: an architecture for trusted and secure human-centered manufacturing systems
J. Rožanec, Patrik Zajec, K. Kenda, I. Novalija +13 more
2021Advances in Production Management Systems10 citations Open access
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Cross-lingual document similarity estimation and dictionary generation with comparable corpora
Tadej Štajner, D. Mladenić
2018Knowledge and Information Systems10 citations
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Predicting Users’ Mobility Using Monte Carlo Simulations
B. Kazic, Jan Rupnik, P. Skraba, Luka Bradesko +1 more
2017IEEE Access9 citations Open access
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Spatio-temporal reasoning for traffic scene understanding
R. Brehar, Carolina Fortuna, Silviu Bota, D. Mladenić +1 more
20112011 IEEE 7th International Conference on Intelligent Computer Communication and Processing9 citations
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Research priorities for data science and artificial intelligence in global health: an international consensus exercise.
Peige Song, De Jiang, Jia-Li Zhou, Yajie Zhu +63 more
2026Lancet Global Health8 citations Open access
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Analysis of information cascading and propagation barriers across distinctive news events
Abdul Sittar, D. Mladenić, M. Grobelnik
2021Journal of Intelligence and Information Systems8 citations Open access
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Exploiting hubs for self-adaptive secondary re-ranking in bug report duplicate detection
Nenad Tomasev, Gregor Leban, D. Mladenić
2013Proceedings of the ITI 2013 35th International Conference on Information Technology Interfaces8 citations
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User Modeling Combining Access Logs, Page Content and Semantics
B. Fortuna, D. Mladenić, M. Grobelnik
2011arXiv.org8 citations
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NewsMeSH: A new classifier designed to annotate health news with MeSH headings
Joao Pita Costa, Luis Rei, Luka Stopar, F. Fuart +13 more
2021Artif. Intell. Medicine7 citations Open access
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Users' Learning Pathways on Cross-site Open Educational Resources
A. Sunar, Erik Novak, D. Mladenić
2020International Conference on Computer Supported Education7 citations Open access
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A Data set for Information Spreading over the News
Abdul Sittar, D. Mladenić, Tomaž Erjavec
20207 citations
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Constructing a Natural Language Inference dataset using generative neural networks
Janez Starc, D. Mladenić
2016Computer Speech and Language7 citations Open access
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A Multilingual Social Media Linguistic Corpus
Luis Rei, D. Mladenić, Simon Krek
20167 citations
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A personal perspective on photowork: implicit human–computer interaction for photo collection management
Bojan Blazica, D. Vladusic, D. Mladenić
2013Personal and Ubiquitous Computing7 citations
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Image hub explorer: evaluating representations and metrics for content-based image retrieval and object recognition
Nenad Tomasev, D. Mladenić
2013Multimedia tools and applications7 citations Open access
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Automatic Text Analysis by Artificial Intelligence
D. Mladenić, M. Grobelnik
2013Informatica7 citations
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ShoeBox: A Natural Way of Organizing Pictures According to User's Affinities
Bojan Blazica, D. Vladusic, D. Mladenić
2011Interacción7 citations
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Semantic XAI for contextualized demand forecasting explanations
J. Rožanec, D. Mladenić
2021arXiv.org6 citations
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