Publications

2009

R. Sipos, A. Bhole, B. Fortuna, M. Grobelnik, D. Mladenic. Demo: HistoryViz – Visualizing events and relations extracted from Wikipedia.  Demo at ESWC 2009, Heraklion, Greece. [pdf]

2008

B. Fortuna, D. Mladenic, M. Grobelnik. Visualization of Temporal Semantic Spaces. Semantic Knowledge Management, edited by J. Davies, M. Grobelnik, D. Mladenic, Springer. [link]

J. Rupnik, B. Fortuna. Regression Canonical Correlation Analysis. Learning from Multiple Sources, NIPS Workshop, 13 Dec 2008 Whistler Canada [pdf]

L. Dali, B. Fortuna. Triplet extraction from sentences using SVM. Proceedings of the 10th International multi-conference Information Society IS-2008, Ljubljana, Slovenia. [pdf]

E. Mendes Rodrigues, N. Milic-Frayling, B. Fortuna. Social Tagging Behaviour in Community-Driven Question Answering. Web Intelligence 2008: 112-119[pdf]

B. Fortuna, J. Rupnik, B. Pajntar, M. Grobelnik, D. Mladenic. Cross-lingual search over 22 european languages. SIGIR 2008: 883, Singapore [pdf]

B. Fortuna, N. Lavrac, P. Velardi. Advancing Topic Ontology Learning through Term Extraction. PRICAI 2008: 626-635 [pdf]

2007

E. Medres Rodrigues, N. Milic-Frayling, B. Fortuna. Detection of Web Subsites: Concepts, Algorithms, and Evaluation Issues. Web Inteligence 2007, November 2007, Silicon Valley, USA. [pdf]

B. Fortuna, E. Medres Rodrigues, N. Milic-Frayling. Improving the Classification of Newsgroups Messages through Social Network Analysis. CIKM 2007, November 2007, Lisbon, Portugal. [pdf]

M. Grobelnik, J. Brank, B. Fortuna, I. Mozetic. Contextualizing ontologies with ontolight: a pragmatic approach. Proceedings of the 10th International multi-conference Information Society IS-2007, Ljubljana, Slovenia. [pdf|ppt]

B. Fortuna, M. Grobelnik, D. Mladenic. OntoGen: Semi-automatic Ontology Editor. HCI International 2007, July 2007, Beijing. [pdf|ppt]

2006

B. Fortuna, N. Cristianini, J. Shawe-Taylor. A Kernel Canonical Correlation Analysis For Learning The Semantics Of Text. Kernel methods in bioengineering, communications and image processing, edited by G. Camps-Valls, J. L. Rojo-Álvarez & M. Martínez-Ramón.

B. Fortuna, M. Grobelnik, D. Mladenic. Semi-automatic Data-driven Ontology Construction System. Proceedings of the 9th International multi-conference Information Society IS-2006, Ljubljana, Slovenia. [pdf|ppt]

B. Fortuna, M. Grobelnik, D. Mladenic. System for Semi-automatic Ontology Construction. Demo at ESWC 2006, June 11-14, 2006, Budva, Montenegro [pdf|ppt]

B. Fortuna, M. Grobelnik, D. Mladenic. Background Knowledge for Ontology Construction. Poster at WWW 2006, May 23.26, 2006, Edinburgh, Scotland [pdf|ppt]

2005

B. Fortuna, D. Mladenic, M. Grobelnik. Visualization of text document corpus. Informatica 29 (2006), 497-502 [pdf]

B. Fortuna, M. Grobelnik, D. Mladenic. Semi-automatic Construction of Topic Ontology. Semantics, Web and Mining, Joint International Workshop, EWMF 2005 and KDO 2005, Porto, Portugal, October 3-7, 2005, Revised Selected Papers [pdf|ppt]

M. Grcar, B. Fortuna, D. Mladenic. kNN Versus SVM in the Collaborative Filtering Framework. WebKDD ‘05 at KDD 2005, Chicago, Illinois, USA [pdf]

B. Fortuna, J. Shawe-Taylor. The use of machine translation tools for cross-lingual text mining. Learning With Multiple Views, Workshop at the 22nd International Conference on Machine Learning (ICML) [pdf|ppt]

B. Fortuna, D. Mladenic. Using string kernels for classification of Slovenian Web documents. In the proceedings 29th Annual Conference of the German Classification Society (GfKl 2005) [pdf|ppt]

2004

B. Fortuna. Kernel Canonical Correlation Analysis With Applications. Proceedings of the 7th International multi-conference Information Society IS-2004, Ljubljana, Slovenia [pdf|ppt]

B. Fortuna. String Kernels. Proceedings of the 7th International multi-conference Information Society IS-2004, Ljubljana, Slovenia [pdf|ppt]