Dunja Mladenic
Orcid: 0000-0002-0360-6505Affiliations:
- Jozef Stefan Institute, Ljubljana, Slovenia
According to our database1,
Dunja Mladenic
authored at least 196 papers
between 1992 and 2023.
Collaborative distances:
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Bibliography
2023
A commonsense-infused language-agnostic learning framework for enhancing prediction of political bias in multilingual news headlines.
Knowl. Based Syst., October, 2023
Int. J. Prod. Res., October, 2023
Multim. Syst., April, 2023
Frontiers Artif. Intell., February, 2023
Dealing with zero-inflated data: achieving SOTA with a two-fold machine learning approach.
CoRR, 2023
An Inferential Commonsense-Driven Framework for Predicting Political Bias in News Headlines.
IEEE Access, 2023
2022
Multimodal Technol. Interact., 2022
Why is a document relevant? Understanding the relevance scores in cross-lingual document retrieval.
Knowl. Based Syst., 2022
Analysis of information cascading and propagation barriers across distinctive news events.
J. Intell. Inf. Syst., 2022
Using Semi-Supervised Learning and Wikipedia to Train an Event Argument Extraction System.
Informatica (Slovenia), 2022
Informatica (Slovenia), 2022
Knowledge graph-based rich and confidentiality preserving Explainable Artificial Intelligence (XAI).
Inf. Fusion, 2022
Int. J. Prod. Res., 2022
Future Internet, 2022
Robust Anomaly Map Assisted Multiple Defect Detection with Supervised Classification Techniques.
CoRR, 2022
CoRR, 2022
A Commonsense-Infused Language-Agnostic Learning Framework for Enhancing Prediction of Political Polarity in Multilingual News Headlines.
CoRR, 2022
Machine Beats Machine: Machine Learning Models to Defend Against Adversarial Attacks.
CoRR, 2022
Active Learning and Approximate Model Calibration for Automated Visual Inspection in Manufacturing.
CoRR, 2022
IEEE Access, 2022
Proceedings of the 3rd Workshop on Computational Approaches to Historical Language Change, 2022
2021
Help Me Learn! Architecture and Strategies to Combine Recommendations and Active Learning in Manufacturing.
Inf., 2021
EveOut: an event-centric news dataset to analyze an outlet's event selection patterns.
Informatica (Slovenia), 2021
Future Internet, 2021
Streaming Machine Learning and Online Active Learning for Automated Visual Inspection.
CoRR, 2021
CoRR, 2021
Artif. Intell. Medicine, 2021
Appl. Netw. Sci., 2021
Proceedings of the 2nd International Workshop on Cross-lingual Event-centric Open Analytics co-located with the 30th The Web Conference (WWW 2021), 2021
Proceedings of the Advances in Production Management Systems. Artificial Intelligence for Sustainable and Resilient Production Systems, 2021
STARdom: An Architecture for Trusted and Secure Human-Centered Manufacturing Systems.
Proceedings of the Advances in Production Management Systems. Artificial Intelligence for Sustainable and Resilient Production Systems, 2021
Proceedings of the Advanced Information Systems Engineering Workshops - CAiSE 2021 International Workshops, Melbourne, VIC, Australia, June 28, 2021
2020
Proceedings of the 12th International Conference on Computer Supported Education, 2020
2019
IEEE Trans. Vis. Comput. Graph., 2019
Cross-lingual document similarity estimation and dictionary generation with comparable corpora.
Knowl. Inf. Syst., 2019
Comput. Sci. Inf. Syst., 2019
2018
Automatic Estimation of News Values Reflecting Importance and Closeness of News Events.
Informatica (Slovenia), 2018
2017
Proceedings of the Encyclopedia of Machine Learning and Data Mining, 2017
Proceedings of the Encyclopedia of Machine Learning and Data Mining, 2017
Proceedings of the Encyclopedia of Machine Learning and Data Mining, 2017
Proceedings of the Encyclopedia of Machine Learning and Data Mining, 2017
Proceedings of the Encyclopedia of Machine Learning and Data Mining, 2017
Curious Cat-Mobile, Context-Aware Conversational Crowdsourcing Knowledge Acquisition.
ACM Trans. Inf. Syst., 2017
Comput. Speech Lang., 2017
2016
Scientometrics, 2016
Electron. Libr., 2016
Comput. Sci. Inf. Syst., 2016
Curious cat conversational crowd based and context aware knowledge acquisition chat bot.
Proceedings of the 8th IEEE International Conference on Intelligent Systems, 2016
2015
Interdisciplinarity of scientific fields and its evolution based on graph of project collaboration and co-authoring.
Scientometrics, 2015
Image hub explorer: evaluating representations and metrics for content-based image retrieval and object recognition.
Multim. Tools Appl., 2015
Traffic Flow Prediction from Loop Counter Sensor Data using Machine Learning Methods.
Proceedings of the 1st International Conference on Vehicle Technology and Intelligent Transport Systems, 2015
Proceedings of the Informatics in the Future, 2015
2014
IEEE Trans. Knowl. Data Eng., 2014
Hubness-based fuzzy measures for high-dimensional <i>k</i>-nearest neighbor classification.
Int. J. Mach. Learn. Cybern., 2014
Hubness-aware shared neighbor distances for high-dimensional $$k$$ -nearest neighbor classification.
Knowl. Inf. Syst., 2014
Inf. Technol. Control., 2014
Appl. Ontology, 2014
2013
A personal perspective on photowork: implicit human-computer interaction for photo collection management.
Pers. Ubiquitous Comput., 2013
Editors's Introduction to the Special Issue on "100 Years of Alan Turing and 20 Years of SLAIS".
Informatica (Slovenia), 2013
Int. J. Hum. Comput. Stud., 2013
Proceedings of the Human Factors in Computing and Informatics, 2013
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2013
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2013
Exploiting hubs for self-adaptive secondary re-ranking in bug report duplicate detection.
Proceedings of the ITI 2013 35th International Conference on Information Technology Interfaces, 2013
Proceedings of the ITI 2013 35th International Conference on Information Technology Interfaces, 2013
2012
Comput. Sci. Inf. Syst., 2012
Towards building a global oracle: a physical mashup using artificial intelligence technology.
Proceedings of the Third International Workshop on the Web of Things, 2012
Proceedings of the 2nd International Conference on Web Intelligence, Mining and Semantics, 2012
Proceedings of the 5th International Workshop on Semantic Sensor Networks, 2012
Proceedings of the 34th International Conference on Information Technology Interfaces, 2012
Proceedings of the Semantic Web: ESWC 2012 Satellite Events, 2012
Proceedings of the Semantic Web: Research and Applications, 2012
2011
OntoPlus: Text-driven ontology extension using ontology content, structure and co-occurrence information.
Knowl. Based Syst., 2011
J. Comput. Inf. Technol., 2011
Proceedings of the WWW2011 Workshop on Linked Data on the Web, 2011
Proceedings of the Machine Learning and Data Mining in Pattern Recognition, 2011
Proceedings of the IEEE International Conference on Intelligent Computer Communication and Processing, 2011
Proceedings of the IEEE International Conference on Intelligent Computer Communication and Processing, 2011
Proceedings of the IEEE International Conference on Intelligent Computer Communication and Processing, 2011
Proceedings of the Human-Computer Interaction. Towards Mobile and Intelligent Interaction Environments, 2011
Proceedings of the Semantic Web: ESWC 2011 Workshops, 2011
A probabilistic approach to nearest-neighbor classification: naive hubness bayesian kNN.
Proceedings of the 20th ACM Conference on Information and Knowledge Management, 2011
Proceedings of the Context and Semantics for Knowledge Management, 2011
Proceedings of the Context and Semantics for Knowledge Management, 2011
2010
Proceedings of the Encyclopedia of Machine Learning, 2010
Proceedings of the Encyclopedia of Machine Learning, 2010
Proceedings of the Encyclopedia of Machine Learning, 2010
Proceedings of the First Workshop on Applications of Pattern Analysis, 2010
IEEE Internet Comput., 2010
Informatica (Slovenia), 2010
Proceedings of the ISWC 2010 Posters & Demonstrations Track: Collected Abstracts, 2010
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2010
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2010
Proceedings of the 14th International Conference on Information Visualisation, 2010
Proceedings of the Second Workshop on Context, Information and Ontologies, 2010
Proceedings of the third workshop on Exploiting Semantic Annotations in Information Retrieval, 2010
2009
IEEE Internet Comput., 2009
Informatica (Slovenia), 2009
Data Min. Knowl. Discov., 2009
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2009
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2009
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2009
Proceedings of the ACM SIGKDD Workshop on Visual Analytics and Knowledge Discovery: Integrating Automated Analysis with Interactive Exploration, 2009
Proceedings of the 13th International Conference on Information Visualisation, 2009
Proceedings of the ITI 2009 31st International Conference on Information Technology Interfaces, 2009
Proceedings of the 2009 IEEE/WIC/ACM International Conference on Web Intelligence and International Conference on Intelligent Agent Technology, 2009
Proceedings of the Semantic Web: Research and Applications, 2009
Proceedings of the Semantic Web, Fourth Asian Conference, 2009
Proceedings of the Semantic Web, Fourth Asian Conference, 2009
Proceedings of the Semantic Knowledge Management, 2009
Proceedings of the Semantic Knowledge Management, 2009
Proceedings of the Semantic Knowledge Management, 2009
Proceedings of the Semantic Knowledge Management, 2009
Proceedings of the Semantic Knowledge Management, 2009
2008
J. Univers. Comput. Sci., 2008
Proceedings of the 31st Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2008
Proceedings of the 24th International Conference on Data Engineering, 2008
Proceedings of the Social Web Communities, 21.09. - 26.09.2008, 2008
Proceedings of the Semantic Web, 3rd Asian Semantic Web Conference, 2008
2007
Informatica (Slovenia), 2007
Proceedings of the Human Interface and the Management of Information. Interacting in Information Environments, 2007
Proceedings of the Mining Complex Data, ECML/PKDD 2007 Third International Workshop, 2007
2006
Proceedings of the Data Science and Classification, 2006
Proceedings of the 15th international conference on World Wide Web, 2006
Proceedings of 4th International EON Workshop 2006 Evaluation of Ontologies for the Web Co-located with the WWW2006 Edinburgh, 2006
Proceedings of the Research and Advanced Technology for Digital Libraries, 2006
2005
KDD-2005 workshop report: Link Discovery: issues, approaches and application (LinkKDD-2005).
SIGKDD Explor., 2005
Knowl. Inf. Syst., 2005
J. Knowl. Manag., 2005
J. Comput. Inf. Technol., 2005
AI Mag., 2005
Proceedings of the Advances in Web Mining and Web Usage Analysis, 2005
Proceedings of the From Data and Information Analysis to Knowledge Engineering, 2005
Proceedings of the From Data and Information Analysis to Knowledge Engineering, 2005
Proceedings of the From Data and Information Analysis to Knowledge Engineering, 2005
Proceedings of the From Data and Information Analysis to Knowledge Engineering, 2005
Proceedings of the Semantics, Web and Mining, Joint International Workshops, 2005
2004
SIGKDD Explor., 2004
Visualization of News Articles.
Informatica (Slovenia), 2004
Feature selection using linear classifier weights: interaction with classification models.
Proceedings of the SIGIR 2004: Proceedings of the 27th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2004
Proceedings of the Local Pattern Detection, 2004
2003
Proceedings of the Intelligent Exploration of the Web, 2003
Proceedings of the Web Mining: From Web to Semantic Web, 2003
Proceedings of the Web Mining: From Web to Semantic Web, 2003
2002
Learning word normalization using word suffix and context from unlabeled data.
Proceedings of the Machine Learning, 2002
Proceedings of the Pattern Detection and Discovery, 2002
2001
Data mining of baskets collected at different locations over one year.
Informatica (Slovenia), 2001
Online Learning for Web Query Generation: Finding Documents Matching a Minority Concept on the Web.
Proceedings of the Web Intelligence: Research and Development, 2001
Proceedings of the SIGIR 2001: Proceedings of the 24th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2001
Proceedings of the 2001 ACM CIKM International Conference on Information and Knowledge Management, 2001
2000
Text Mining as Integration of Several Related Research Areas: Report on KDD'2000 Workshop on Text Mining.
SIGKDD Explor., 2000
Proceedings of the sixth ACM SIGKDD international conference on Knowledge discovery and data mining, 2000
1999
Feature Selection for Unbalanced Class Distribution and Naive Bayes.
Proceedings of the Sixteenth International Conference on Machine Learning (ICML 1999), Bled, Slovenia, June 27, 1999
1998
Browsing-Assistenten, Tour Guides und adaptive WWW-Server.
Künstliche Intell., 1998
Proceedings of the Machine Learning: ECML-98, 1998
Turning Yahoo to Automatic Web-Page Classifier.
Proceedings of the 13th European Conference on Artificial Intelligence, 1998
1997
Proceedings of the 10th IEEE Symposium on Computer-Based Medical Systems (CBMS '97), 1997
1994
Using Machine Learning Techniques to Interpret Results from Discrete Event Simulation.
Proceedings of the Machine Learning: ECML-94, 1994
1993
Visualization of Domain and Concept Descriptions.
Proceedings of the Fourth Scandinavian Conference on Artificial Intelligence, 1993
Proceedings of the Machine Learning, 1993
1992
Stochastic Search in Inductive Logic Programming.
Proceedings of the 10th European Conference on Artificial Intelligence, 1992