PASCAL - Pattern Analysis, Statistical Modelling and Computational Learning

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PASCAL Network

Full NameDunja Mladenić
TitleDr
SiteJozef Stefan Institute, Ljubljana
StatusResearcher
Tel+1 477 3900
Fax+1 477 3131
WWWkt.ijs.si/Dunja/

Research Interests
Learning/Statistics & Optimisation
Theory & Algorithms
Speech
Natural Language Processing
Information Retrieval & Textual Information Access
Publications

Number of records: 119.

A survey of chabot system through a Loebner prize competition Dunja Mladenić and Luka Bradeško Conference or Workshop Item Item not available online. (2012)
Complex event processing and data mining for smart cities Dunja Mladenić and Alexandra Moraru Conference or Workshop Item Item not available online. (2012)
Informal sentiment analysis in multiple domains for English and Spanish Dunja Mladenić, Tadej Stajner and Inna Novalija Conference or Workshop Item Item not available online. (2012)
A framework for semantic enrichment of sensor data Dunja Mladenić and Alexandra Moraru Article Item not available online. (2012)
A lemmatization web service based on machine learning techniques Joel Plisson, Dunja Mladenić, Nada Lavrac and Tomaz Erjavec Conference or Workshop Item Item not available online. (2005)
A Roadmap for Web Mining: From Web to Semantic Web Bettina Berendt, Andreas Hotho, Dunja Mladenić, Myra Spiliopoulou and Gerd Stumme Book Section (September 2004)
A rule based approach to word lemmatization Joel Plisson, Nada Lavrac and Dunja Mladenić Article (October 2004)
A RULE BASED APPROACH TO WORD LEMMATIZATION Joel Plisson, Nada Lavrac and Dunja Mladenić Conference or Workshop Item (October 2004)
A service oriented framework for natural language text enrichment Tadej Stajner, Delia Rusu, Lorand Dali, Blaz Fortuna, Dunja Mladenić and Marko Grobelnik Article Item not available online. (October 2010)
A survey of ontology evaluation techniques Janez Brank, Marko Grobelnik and Dunja Mladenić Conference or Workshop Item (October 2005)
A system for publishing sensor data on the semantic web Alexandra Moraru, Carolina Fortuna and Dunja Mladenić Conference or Workshop Item Item not available online. (June 2011)
Analysis of demining project proposals Matjaz Bevk and Dunja Mladenić Conference or Workshop Item (October 2005)
AnswerArt - contextualized question answering Lorand Dali, Delia Rusu, Blaz Fortuna, Dunja Mladenić and Marko Grobelnik Conference or Workshop Item Item not available online. (September 2010)
Applying collaborative filtering to real0life corporate data Miha Grcar, Dunja Mladenić and Marko Grobelnik Conference or Workshop Item Item not available online. (2005)
Artificial intelligence handling text data Dunja Mladenić and Marko Grobelnik Conference or Workshop Item Item not available online. (2012)
Automated extraction and structuring of competencies from unstructured company data : two case studies Nada Lavrac, Peter Ljubic, Dunja Mladenić and Joel Plisson Conference or Workshop Item Item not available online. (2005)
Automated Knowledge Discovery in Advanced Knowledge Management Marko Grobelnik and Dunja Mladenić Article Item not available online. (September 2005)
Automated structuring of company competencies in virtual organizations Peter Ljubic, Nada Lavrac, Joel Plisson, Dunja Mladenić, Stefan Bollhalter and Mitja Jermol Conference or Workshop Item (October 2005)
Automated structuring of company profiles Peter Ljubic, Nada Lavrac, Dunja Mladenić, Joel Plisson and Igor Mozetic Article Item not available online. (2006)
Automatic evaluation of ontologies Janez Brank, Marko Grobelnik and Dunja Mladenić Book Section Item not available online. (2007)
Automatically annotating text with linked open data Delia Rusu, Blaz Fortuna and Dunja Mladenić Conference or Workshop Item Item not available online. (2011)
Background Knowledge for Ontology Construction Blaz Fortuna, Marko Grobelnik and Dunja Mladenić Conference or Workshop Item (26 May 2006)
Building a concept shell : ontology population with facts from WWW Inna Novalija and Dunja Mladenić Conference or Workshop Item Item not available online. (October 2010)
Building minority language corpora by learning to generate web search queries Rayid Ghani, Rosie Jones and Dunja Mladenić Article Item not available online. (January 2005)
Capturing document semantics for ontology generation and document summarization David Baxter, Bryan Klimt, Marko Grobelnik, David Schneider, Michael Witbrock and Dunja Mladenić Book Section Item not available online. (November 2008)
Challenges and Creativity in IT Research Dunja Mladenić Conference or Workshop Item Item availablity restricted. (May 2005)
Content and structure in the aspect of semi-automatic ontology extension Inna Novalija and Dunja Mladenić Conference or Workshop Item Item not available online. (June 2010)
Contextualized question answering Luka Bradesko, Lorand Dali, Blaz Fortuna, Dunja Mladenić, Inna Novalija and Bostjan Pajntar Conference or Workshop Item Item not available online. (June 2010)
Contextualized question answering Luka Bradeško, Lorand Dali, Blaz Fortuna, Marko Grobelnik, Dunja Mladenić, Inna Novalija and Boštjan Pajntar Conference or Workshop Item Item not available online. (12 August 2011)
CONTEXTUALIZED VISUALIZATION OF ONTOLOGIES AND ONTOLOGY NETWORKS Bostjan Pajntar, Marko Grobelnik and Dunja Mladenić Conference or Workshop Item Item not available online. (October 2009)
Cross-lingual named entity extraction and disambiguation Dunja Mladenić and Tadej Stajner Conference or Workshop Item Item not available online. (2012)
Cross-lingual search over 22 european languages Blaz Fortuna, Jan Rupnik, Bostjan Pajntar, Marko Grobelnik and Dunja Mladenić Conference or Workshop Item Item not available online. (2008)
Demo: HistoryViz – Visualizing events and relations extracted from Wikipedia Ruben Sipos, Abhijit Bhole, Blaz Fortuna, Marko Grobelnik and Dunja Mladenić Conference or Workshop Item Item not available online. (May 2009)
Demo: using personalized PageRank for keyword based sensor retrieval Lorand Dali, Alexandra Mortaru and Dunja Mladenić Other Item not available online. (2011)
Document Visualization Based on Semantic Graphs Delia Rusu, Blaz Fortuna, Dunja Mladenić, Marko Grobelnik and Ruben Sipoš Conference or Workshop Item Item not available online. (July 2009)
Efficient Multi-start Strategies for Local Search Algorithms Levente Kocsis and Andras Gyorgy Book Section Item not available online. (28 August 2009)
Enhanced Web Page Content Visualization with Firefox Lorand Dali, Delia Rusu and Dunja Mladenić Conference or Workshop Item Item not available online. (September 2009)
ENRYCHER – SERVICE ORIENTED TEXT ENRICHMENT Tadej Stajner, Delia Rusu, Blaz Fortuna, Dunja Mladenić and Marko Grobelnik Conference or Workshop Item Item not available online. (October 2009)
Evaluation of semi-automatic ontology generation in real-world setting Dunja Mladenić and Marko Grobelnik Conference or Workshop Item Item not available online. (2007)
Exploring the hubness-related properties of oceanographic sensor data Nenad Tomašev and Dunja Mladenić Conference or Workshop Item Item not available online. (October 2011)
Exposing real world information for the web of things Alexandra Moraru, Dunja Mladenić, Matevž Vučnik, Maria Porcius, Carolina Fortuna and Mihael Mohorčič Conference or Workshop Item Item not available online. (2011)
Expressing opinion diversity Andreaa Bizau, Delia Rusu and Dunja Mladenić Conference or Workshop Item Item not available online. (March 2011)
Extending IST World database with Serbian research publications, Milos Radovanovic, Jure Ferlez, Dunja Mladenić, Marko Grobelnik and Mirjana Ivanovic Conference or Workshop Item Item not available online. (09 October 2006)
Extracting named entities and relating them over time based on Wikipedia Abhiji Bhole, Blaz Fortuna, Marko Grobelnik and Dunja Mladenić Article Item not available online. (2007)
Feature Selection for Dimensionality Reduction Dunja Mladenić Book Section Item not available online. (2006)
Feature selection for the classification of large document collections Janez Brank, Dunja Mladenić, Marko Grobelnik and Natasa Milic-Frayling Article Item not available online. (2008)
Flexible length phrases in document classification Daniel Radosevic, Jasminka Dobsa and Dunja Mladenić Conference or Workshop Item Item not available online. (2006)
From social network to light-weight ontology Dunja Mladenić, Marko Grobelnik and Blaz Fortuna Conference or Workshop Item Item not available online. (2007)
Genre document classification using flexible length phrases Daniel Radosevic, Jasminka Dobsa, Dunja Mladenić, Miroslav Novak and Zlatko Stapic Conference or Workshop Item Item not available online. (2006)
Hierarchical text categorization using coding matrices Janez Brank, Dunja Mladenić and Marko Grobelnik Conference or Workshop Item (09 October 2006)
High-coverage extraction of semantic assertions from text Mitja Trampus and Dunja Mladenić Conference or Workshop Item Item not available online. (October 2011)
Hubness-based fuzzy measures for high-dimensiona k-nearest neighbor classification Nenad Tomašev, Miloš Radovanović, Dunja Mladenić and Mirjana Ivanović Conference or Workshop Item Item not available online. (August 2011)
Hubness-Based Fuzzy Measures for High-Dimensional k-Nearest Neighbor Classification Dunja Mladenić, Nenad Tomašev, Milos Radovanović and Mirjana Ivanović Article Item not available online. (December 2012)
Improved Semantic Graphs with Word Sense Disambiguation Delia Rusu, Blaz Fortuna and Dunja Mladenić Conference or Workshop Item Item not available online. (October 2009)
Initiative to preserve Slovenian digital heritage Dunja Mladenić, Marko Grobelnik and Alenka Kavcic-Colic Book Section Item not available online. (October 2005)
Introduction to semantic knowledge managment John Davies, Marko Grobelnik and Dunja Mladenić Book Section Item not available online. (November 2008)
kNN Versus SVM in the Collaborative Filtering Framework Miha Grcar, Blaz Fortuna and Dunja Mladenić Conference or Workshop Item (21 August 2005)
Knowledge discovery for ontology construction Marko Grobelnik and Dunja Mladenić Book Section Item not available online. (2006)
Knowledge process mining and optimization Tadej Stajner, Carolina Fortuna, Dunja Mladenić and Marko Grobelnik Conference or Workshop Item Item not available online. (October 2010)
Learning Event Patterns from Text Mitja Trampus and Dunja Mladenić Article (2011)
Learning event templates on news articles Mitja Trampus and Dunja Mladenić Conference or Workshop Item Item not available online. (October 2009)
Learning from relevant tasks only Samuel Kaski and Jaakko Peltonen Book Section Item not available online. (2007)
Machine learning for resolving researcher affiliation Marjan Sterk, Damijel Vladusic, Eva Milosevic, Jure Ferlez, Dunja Mladenić and Marko Grobelnik Conference or Workshop Item Item not available online. (2007)
Mapping Documents onto Web Page Ontology Dunja Mladenić and Marko Grobelnik Book Section (November 2004)
Monitoring Network Evolution using MDL. Jure Ferlez, Christos Faloutsos, Jure Leskovec, Dunja Mladenić and Marko Grobelnik Conference or Workshop Item Item not available online. (2008)
New media and knowledge management Nada Lavrac, Mitja Jermol, Tanja Urbancic and Dunja Mladenić Monograph Item not available online. (2005)
Next Generation Knowledge Access John Davies, Alistair Duke, Nick Kings, Dunja Mladenić, Kalina Bontcheva, Miha Grcar, Jesus Contreras, Mercedes Blazquez Civico and Tim Glover Article Item not available online. (September 2005)
OntoGen extension for exploring image collections Nenad Tomašev, Blaz Fortuna and Dunja Mladenić Conference or Workshop Item Item not available online. (25 August 2011)
OntoGen: Semi-automatic Ontology Editor Blaz Fortuna, Marko Grobelnik and Dunja Mladenić Conference or Workshop Item (July 2007)
Ontology extension towards analysis of business news Inna Novalija and Dunja Mladenić Article Item not available online. (October 2010)
Ontology grounding Aleks Jakulin and Dunja Mladenić Conference or Workshop Item (October 2005)
OntoPlus : text-driven ontology extension using ontology content, structure and co-occurrence information Inna Novalija, Dunja Mladenić and Luka Bradeško Article Item not available online. (December 2011)
Overcoming information overload in the enterprise : the active approach Elena SIMPERL, Ian THURLOW, Paul WARREN, Frank DENGLER, John DAVIES, Marko Grobelnik, Dunja Mladenić, Jose Manuel GOMEZ-PEREZ and Carlos RUIZ MORENO Article Item not available online. (November 2010)
Pascal Workshop, Complex Objects Visualization 2005 - COV2005, Proceedings Tomaž Pisanski, Boris Horvat, Janez Žerovnik, Dunja Mladenić, Marko Grobelnik, Tina Anžič and Smiljana Škvarč Book Item not available online. (23 November 2006)
PREDICTING THE ADDITION OF NEW CONCEPTS IN A TOPIC HIERARCHY Janez Brank, Dunja Mladenić and Marko Grobelnik Conference or Workshop Item Item not available online. (2007)
Probabilistic Temporal Process Model for Knowledge Processes: Handling a Stream of Linked Text Marko Grobelnik, Dunja Mladenić and Jure Ferlez Conference or Workshop Item Item not available online. (October 2009)
Query-Independent Learning to Rank for RDF Entity Search Dunja Mladenić, Blaz Fortuna, Thanh Duc and Lorand Dali Article Item not available online. (2012)
Question answering based on semantic graphs Lorand Dali, Delia Rusu, Blaz Fortuna, Dunja Mladenić and Marko Grobelnik Conference or Workshop Item Item not available online. (21 April 2009)
Real-time news recommender system Blaz Fortuna, Carolina Fortuna and Dunja Mladenić Conference or Workshop Item Item not available online. (September 2010)
Ripple down rule learning for automated word lemmatisation Plisson Joël, Nada Lavrac, Dunja Mladenić and Erjavec Tomaz Article Item not available online. (2008)
SemanticTechnology for capturing communication inside an organization Marko Grobelnik, Dunja Mladenić and Blaz Fortuna Book Section Item not available online. (November 2008)
Semi-automatic construction of topic ontology Blaz Fortuna, Dunja Mladenić and Marko Grobelnik Conference or Workshop Item (October 2005)
Semi-automatic data-driven ontology construction system Blaz Fortuna, Marko Grobelnik and Dunja Mladenić Conference or Workshop Item (09 October 2006)
ShoeBox : a natural way of organizing pictures according to user's affinities Bojan Blažica, Daniel Vladušič and Dunja Mladenić Book Section Item not available online. (July 2011)
Simple classification into large topic ontology of Web documents Marko Grobelnik and Dunja Mladenić Conference or Workshop Item (10 July 2005)
Social network analysis of ontology edit logs Nenad Tomasev and Dunja Mladenić Article Item not available online. (2010)
Spatio-temporal reasoning for traffic scene understanding Raluca Brehar, Carolina Fortuna, Silviu Bota, Dunja Mladenić and Sergiu Nedevschi Conference or Workshop Item Item not available online. (25 August 2011)
Stream mining on environmental data Maja Skrjanc and Dunja Mladenić Conference or Workshop Item Item not available online. (October 2010)
Summarization and visualization Dunja Mladenić and Marko Grobelnik Book Section Item not available online. (2005)
System for Semi-automatic Ontology construction Blaz Fortuna, Marko Grobelnik and Dunja Mladenić Conference or Workshop Item (13 June 2006)
Text classification with active learning Blaz Novak, Dunja Mladenić and Marko Grobelnik Conference or Workshop Item Item not available online. (2005)
Text Mining Marko Grobelnik and Dunja Mladenić Conference or Workshop Item (27 January 2004)
Text mining - machine learning on document Dunja Mladenić Book Section Item not available online. (2006)
Text mining in action Dunja Mladenić Conference or Workshop Item Item not available online. (2005)
The influence of hubness in nearest-neighbor methods in object recognition Nenad Tomašev, Raluca Brehar, Dunja Mladenić and Sergiu Nedevschi Conference or Workshop Item Item not available online. (August 2011)
The influence of weighting the K-occurrences on hubness-aware classification method Nenad Tomašev and Dunja Mladenić Conference or Workshop Item Item not available online. (October 2011)
The role of Hubness in clustering high-dimensional data Nenad Tomašev, Miloš Radovanović, Dunja Mladenić and Mirjana Ivanović Conference or Workshop Item Item not available online. (May 2011)
to preserve Slovenian digital heritage Dunja Mladenić, Marko Grobelnik and Alenka Kavcic-Colic Book Section Item not available online. (October 2005)
Towards building a global oracle : a physical mashup using artificial intelligence technology Dunja Mladenić, Carolina Fortuna, Blaz Fortuna, Alexandra Moraru, Klemen Kenda and Matevž Vučnik Conference or Workshop Item Item not available online. (2012)
Triplet extraction from sentences Delia Rusu, Lorand Dali, Blaz Fortuna, Marko Grobelnik and Dunja Mladenić Conference or Workshop Item Item not available online. (2007)
Two pass K-means algorithm for finding SIFT clusters in an image Nenad Tomasev and Dunja Mladenić Conference or Workshop Item Item not available online. (October 2010)
Ubiquitous personalization of a smartphone, used as a universal controller Dunja Mladenić, Bojan Blažica and Daniel Vladusič Conference or Workshop Item Item not available online. (February 2012)
User profiling for interest-focused browsing history Miha Grcar, Dunja Mladenić and Marko Grobelnik Conference or Workshop Item (October 2005)
User profiling for the web Miha Grcar, Dunja Mladenić and Marko Grobelnik Article Item not available online. (2007)
User study of ontology generation tool Ivana Ilijasic Misic, Bozidar Kovacic, Tamara Mohoric, Dunja Mladenić, Blaz Fortuna and Marko Grobelnik Conference or Workshop Item Item not available online. (2007)
Using DMoz for constructing ontology from data stream Marko Grobelnik, Janez Brank, Dunja Mladenić, Blaz Novak and Blaz Fortuna Conference or Workshop Item Item not available online. (2006)
Using machine learning on sensor data Alexandra Moraru, Marko Pesko, Maria Porcius, Carolina Fortuna and Dunja Mladenić Conference or Workshop Item Item not available online. (June 2010)
Using machine learning to structure the expertise of companies: analysis of the Yahoo! business data Joel Plisson, Dunja Mladenić, Peter Ljubic, Nada Lavrac and Marko Grobelnik Conference or Workshop Item (October 2005)
Using semantic annotation for knowledge extraction from geographical distributed and heterogeneous sensor data Alexandra Moraru, Carolina Fortuna and Dunja Mladenić Conference or Workshop Item Item not available online. (July 2010)
Using string kernels for classification of Slovenian Web documents Blaz Fortuna and Dunja Mladenić Conference or Workshop Item (2005)
Using text mining and link analysis for software Miha Grcar, Marko Grobelnik and Dunja Mladenić Conference or Workshop Item Item not available online. (2007)
Visual Analysis of Documents with Semantic Graphs Delia Rusu, Blaz Fortuna, Dunja Mladenić, Marko Grobelnik and Ruben Sipoš Conference or Workshop Item Item not available online. (October 2009)
VISUALIZATION OF NEWS ARTICLES Marko Grobelnik and Dunja Mladenić Conference or Workshop Item (October 2004)
Visualization of temporal semantic spaces Blaz Fortuna, Dunja Mladenić and Marko Grobelnik Book Section Item not available online. (November 2008)
Visualization of text document corpus Blaz Fortuna, Dunja Mladenić and Marko Grobelnik Conference or Workshop Item (October 2005)
Visualizations of Slovenian scientific community Mario Karlovčec, Dunja Mladenić, Marko Grobelnik and Mitja Jermol Conference or Workshop Item Item not available online. (October 2011)
Visualizing very large graphs using clustering neighborhoods Dunja Mladenić and Marko Grobelnik Book Section Item availablity restricted. (2005)
Web mining Marko Grobelnik and Dunja Mladenić Conference or Workshop Item Item not available online. (2005)
WIKImage : correlated image and text datasets Doni Pracner, Nenad Tomašev, Miloš Radovanović, Dunja Mladenić and Mirjana Ivanović Conference or Workshop Item Item not available online. (October 2011)

This list was generated on Fri Oct 31 13:34:56 GMT 2014.