Gregor Leban

According to our database, Gregor Leban authored at least 29 papers between 2004 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Back to the Future: predicting causal relationships influencing oil prices.

Joze M. Rozanec, Beno Sircelj, Michael Cochez, Gregor Leban

Proceedings of the Second Tiny Papers Track at ICLR 2024, 2024

2023

AI, What Does the Future Hold for Us? Automating Strategic Foresight.

Joze M. Rozanec, Peter Nemec, Gregor Leban, Marko Grobelnik

Proceedings of the Companion of the 2023 ACM/SPEC International Conference on Performance Engineering, 2023

Semi-Supervised Event Predictions with Graph Networks.

Peter Nemec, Gregor Leban, Joze M. Rozanec, Marko Grobelnik

Proceedings of the Companion of the 2023 ACM/SPEC International Conference on Performance Engineering, 2023

2018

Semantic Annotation of Documents Based on Wikipedia Concepts.

Janez Brank, Gregor Leban, Marko Grobelnik

Informatica (Slovenia), 2018

Automatic Estimation of News Values Reflecting Importance and Closeness of News Events.

Evgenia Belyaeva, Aljaz Kosmerlj, Dunja Mladenic, Gregor Leban

Informatica (Slovenia), 2018

Modelling of temporal fluctuation scaling in online news network with independent cascade model.

Jan Choloniewski, Julian Sienkiewicz, Gregor Leban, Janusz A. Holyst

CoRR, 2018

2017

Event Extraction from Media Texts.

Gregor Leban, Blaz Fortuna, Marko Grobelnik

Proceedings of the Encyclopedia of Machine Learning and Data Mining, 2017

News Across Languages - Cross-Lingual Document Similarity and Event Tracking (Extended Abstract).

Jan Rupnik, Andrej Muhic, Gregor Leban, Blaz Fortuna, Marko Grobelnik

Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017

2016

News Across Languages - Cross-Lingual Document Similarity and Event Tracking.

Jan Rupnik, Andrej Muhic, Gregor Leban, Primoz Skraba, Blaz Fortuna, Marko Grobelnik

J. Artif. Intell. Res., 2016

Using News Articles for Real-time Cross-Lingual Event Detection and Filtering.

Gregor Leban, Blaz Fortuna, Marko Grobelnik

Proceedings of the First International Workshop on Recent Trends in News Information Retrieval co-located with 38th European Conference on Information Retrieval (ECIR 2016), 2016

2015

Towards a Complete Event Type Taxonomy.

Aljaz Kosmerlj, Evgenia Belyaeva, Gregor Leban, Marko Grobelnik, Blaz Fortuna

Proceedings of the 24th International Conference on World Wide Web Companion, 2015

2014

Event registry: learning about world events from news.

Gregor Leban, Blaz Fortuna, Janez Brank, Marko Grobelnik

Proceedings of the 23rd International World Wide Web Conference, 2014

Cross-lingual detection of world events from news articles.

Gregor Leban, Blaz Fortuna, Janez Brank, Marko Grobelnik

Proceedings of the ISWC 2014 Posters & Demonstrations Track a track within the 13th International Semantic Web Conference, 2014

2013

Information Visualization using Machine Learning.

Gregor Leban

Informatica (Slovenia), 2013

Semantic Tools for Improving Software Development in Open Source Communities.

Gregor Leban

Proceedings of the ISWC 2013 Posters & Demonstrations Track, 2013

Exploiting hubs for self-adaptive secondary re-ranking in bug report duplicate detection.

Nenad Tomasev, Gregor Leban, Dunja Mladenic

Proceedings of the ITI 2013 35th International Conference on Information Technology Interfaces, 2013

2012

Enabling Semantic Search in Large Open Source Communities.

Gregor Leban, Lorand Dali, Inna Novalija

Proceedings of the Semantic Web: ESWC 2012 Satellite Events, 2012

2011

Machine Learning Techniques for Understanding Context and Process.

Marko Grobelnik, Dunja Mladenic, Gregor Leban, Tadej Stajner

Proceedings of the Context and Semantics for Knowledge Management, 2011

2010

On utility of gene set signatures in gene expression-based cancer class prediction.

Minca Mramor, Marko Toplak, Gregor Leban, Tomaz Curk, Janez Demsar, Blaz Zupan

Proceedings of the third International Workshop on Machine Learning in Systems Biology, 2010

Displaying Email-related Contextual Information using Contextify.

Gregor Leban, Marko Grobelnik

Proceedings of the ISWC 2010 Posters & Demonstrations Track: Collected Abstracts, 2010

2008

An Experiment in Robot Discovery with ILP.

Gregor Leban, Jure Zabkar, Ivan Bratko

Proceedings of the Inductive Logic Programming, 18th International Conference, 2008

2007

FreeViz - An intelligent multivariate visualization approach to explorative analysis of biomedical data.

Janez Demsar, Gregor Leban, Blaz Zupan

J. Biomed. Informatics, 2007

Visualization-based cancer microarray data classification analysis.

Minca Mramor, Gregor Leban, Janez Demsar, Blaz Zupan

Bioinform., 2007

2006

VizRank: Data Visualization Guided by Machine Learning.

Gregor Leban, Blaz Zupan, Gaj Vidmar, Ivan Bratko

Data Min. Knowl. Discov., 2006

2005

VizRank: finding informative data projections in functional genomics by machine learning.

Gregor Leban, Ivan Bratko, Uros Petrovic, Tomaz Curk, Blaz Zupan

Bioinform., 2005

Microarray data mining with visual programming.

Tomaz Curk, Janez Demsar, Qikai Xu, Gregor Leban, Uros Petrovic, Ivan Bratko, Gad Shaulsky, Blaz Zupan

Bioinform., 2005

Simple and effective visual models for gene expression cancer diagnostics.

Gregor Leban, Minca Mramor, Ivan Bratko, Blaz Zupan

Proceedings of the Eleventh ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2005

Conquering the Curse of Dimensionality in Gene Expression Cancer Diagnosis: Tough Problem, Simple Models.

Minca Mramor, Gregor Leban, Janez Demsar, Blaz Zupan

Proceedings of the Artificial Intelligence in Medicine, 2005

2004

Orange: From Experimental Machine Learning to Interactive Data Mining.

Janez Demsar, Blaz Zupan, Gregor Leban, Tomaz Curk

Proceedings of the Knowledge Discovery in Databases: PKDD 2004, 2004