| 2011 |
|---|
| 84 | A probabilistic approach to nearest-neighbor classification: naive hubness bayesian kNN. Nenad Tomasev, Milos Radovanovic, Dunja Mladenic, Mirjana Ivanovic. CIKM 2011, 2173-2176. Web SearchBibTeXDownload |
| 83 | User Modeling Combining Access Logs, Page Content and Semantics. Blaz Fortuna, Dunja Mladenic, Marko Grobelnik. CoRR (abs/1103.5002) (2011). Web SearchBibTeXDownload |
| 82 | ShoeBox: A Natural Way of Organizing Pictures According to User's Affinities. Bojan Blazica, Daniel Vladusic, Dunja Mladenic. HCI (3) 2011, 519-524. Web SearchBibTeXDownload |
| 81 | Nearest Neighbor Voting in High-Dimensional Data: Learning from Past Occurrences. Nenad Tomasev, Dunja Mladenic. ICDM Workshops 2011, 1215-1218. Web SearchBibTeXDownload |
| 80 | OntoPlus: Text-driven ontology extension using ontology content, structure and co-occurrence information. Inna Novalija, Dunja Mladenic, Luka Bradesko. Knowl.-Based Syst. (24): 1261-1276 (2011). Web SearchBibTeXDownload |
| 79 | Hubness-Based Fuzzy Measures for High-Dimensional k-Nearest Neighbor Classification. Nenad Tomasev, Milos Radovanovic, Dunja Mladenic, Mirjana Ivanovic. MLDM 2011, 16-30. Web SearchBibTeXDownload |
| 78 | The Role of Hubness in Clustering High-Dimensional Data. Nenad Tomasev, Milos Radovanovic, Dunja Mladenic, Mirjana Ivanovic. PAKDD (1) 2011, 183-195. Web SearchBibTeXDownload |
| 2010 |
|---|
| 77 | Social Network Analysis of Ontology Edit Logs. Nenad Tomasev, Dunja Mladenic. CIT (18) (2010). Web SearchBibTeXDownload |
| 76 | Contextualized Question Answering. Luka Bradesko, Lorand Dali, Blaz Fortuna, Marko Grobelnik, Dunja Mladenic, Inna Novalija. CIT (18) (2010). Web SearchBibTeXDownload |
| 75 | Using Machine Learning on Sensor Data. Alexandra Moraru, Marko Pesko, Maria Porcius, Carolina Fortuna, Dunja Mladenic. CIT (18) (2010). Web SearchBibTeXDownload |
| 74 | AnswerArt - Contextualized Question Answering. Lorand Dali, Delia Rusu, Blaz Fortuna, Dunja Mladenic, Marko Grobelnik. ECML/PKDD (3) 2010, 579-582. Web SearchBibTeXDownload |
| 73 | Real-Time News Recommender System. Blaz Fortuna, Carolina Fortuna, Dunja Mladenic. ECML/PKDD (3) 2010, 583-586. Web SearchBibTeXDownload |
| 72 | Feature Selection in Text Mining. Dunja Mladenic. Encyclopedia of Machine Learning 2010, 406-410. Web SearchBibTeXDownload |
| 71 | Feature Construction in Text Mining. Janez Brank, Dunja Mladenic, Marko Grobelnik. Encyclopedia of Machine Learning 2010, 397-401. Web SearchBibTeXDownload |
| 70 | Text Mining. Hajo Hippner, Marco Meier. Encyclopedia of Machine Learning 2010, 962-963. Web SearchBibTeXDownload |
| 69 | Text Mining for the Semantic Web. Marko Grobelnik, Dunja Mladenic, Michael Witbrock. Encyclopedia of Machine Learning 2010, 978-980. Web SearchBibTeXDownload |
| 68 | Document Classification. Dunja Mladenic, Janez Brank, Marko Grobelnik. Encyclopedia of Machine Learning 2010, 289-293. Web SearchBibTeXDownload |
| 67 | Application of semantic annotations to predicting users' demographics. Blaz Fortuna, Dunja Mladenic, Marko Grobelnik. ESAIR 2010, 23-24. Web SearchBibTeXDownload |
| 66 | Overcoming Information Overload in the Enterprise: The Active Approach. Elena Paslaru Bontas Simperl, Ian Thurlow, Paul Warren, Frank Dengler, John Davies, Marko Grobelnik, Dunja Mladenic, José Manuél Gómez-Pérez, Carlos Ruiz Moreno. IEEE Internet Computing (14): 39-46 (2010). Web SearchBibTeXDownload |
| 65 | A Service Oriented Framework for Natural Language Text Enrichment. Tadej Stajner, Delia Rusu, Lorand Dali, Blaz Fortuna, Dunja Mladenic, Marko Grobelnik. Informatica (Slovenia) (34): 307-313 (2010). Web SearchBibTeXDownload |
| 64 | Ontology Extension Towards Analysis of Business News. Inna Novalija, Dunja Mladenic. Informatica (Slovenia) (34): 517-522 (2010). Web SearchBibTeXDownload |
| 63 | Visualization of Web Page Content Using Semantic Technologies. Lorand Dali, Dunja Mladenic. IV 2010, 280-284. Web SearchBibTeXDownload |
| 62 | Modeling Knowledge Worker Activity. Tadej Stajner, Dunja Mladenic. Journal of Machine Learning Research - Proceedings Track (11): 127-133 (2010). Web SearchBibTeXDownload |
| 2009 |
|---|
| 61 | Entity Resolution in Texts Using Statistical Learning and Ontologies. Tadej Stajner, Dunja Mladenic. ASWC 2009, 91-104. Web SearchBibTeXDownload |
| 60 | Modeling Common Real-Word Relations Using Triples Extracted from n-Grams. Ruben Sipos, Dunja Mladenic, Marko Grobelnik, Janez Brank. ASWC 2009, 16-30. Web SearchBibTeXDownload |
| 59 | Guest editors' introduction: special issue of selected papers from ECML PKDD 2009. Aleksander Kolcz, Dunja Mladenic, Wray L. Buntine, Marko Grobelnik, John Shawe-Taylor. Data Min. Knowl. Discov. (19): 173-175 (2009). Web SearchBibTeXDownload |
| 58 | Semi-automatic Categorization of Videos on VideoLectures.net. Miha Grcar, Dunja Mladenic, Peter Kese. ECML/PKDD (2) 2009, 730-733. Web SearchBibTeXDownload |
| 57 | Enhanced Web Page Content Visualization with Firefox. Lorand Dali, Delia Rusu, Dunja Mladenic. ECML/PKDD (2) 2009, 718-721. Web SearchBibTeXDownload |
| 56 | Visual OntoBridge: Semi-automatic Semantic Annotation Software. Miha Grcar, Dunja Mladenic. ECML/PKDD (2) 2009, 726-729. Web SearchBibTeXDownload |
| 55 | Demo: HistoryViz - Visualizing Events and Relations Extracted from Wikipedia. Ruben Sipos, Abhijit Bhole, Blaz Fortuna, Marko Grobelnik, Dunja Mladenic. ESWC 2009, 903-907. Web SearchBibTeXDownload |
| 54 | Semantic Technology for Capturing Communication Inside an Organization. Marko Grobelnik, Dunja Mladenic, Blaz Fortuna. IEEE Internet Computing (13): 59-67 (2009). Web SearchBibTeXDownload |
| 53 | Semantic Graphs Derived From Triplets with Application in Document Summarization. Delia Rusu, Blaz Fortuna, Marko Grobelnik, Dunja Mladenic. Informatica (Slovenia) (33): 357-362 (2009). Web SearchBibTeXDownload |
| 52 | Semantic web wiki: Social network analysis of page editing. Nenad Tomasev, Dunja Mladenic. ITI 2009, 505-510. Web SearchBibTeXDownload |
| 51 | Document Visualization Based on Semantic Graphs. Delia Rusu, Blaz Fortuna, Dunja Mladenic, Marko Grobelnik, Ruben Sipos. IV 2009, 292-297. Web SearchBibTeXDownload |
| 50 | Visual analysis of documents with semantic graphs. Delia Rusu, Blaz Fortuna, Dunja Mladenic, Marko Grobelnik, Ruben Sipos. KDD Workshop on Visual Analytics and Knowledge Discovery 2009, 66-73. Web SearchBibTeXDownload |
| 49 | Guest editors' introduction: Special Issue from ECML PKDD 2009. Aleksander Kolcz, Dunja Mladenic, Wray L. Buntine, Marko Grobelnik, John Shawe-Taylor. Machine Learning (76): 175-177 (2009). Web SearchBibTeXDownload |
| 48 | Constructing Event Templates from Written News. Mitja Trampus, Dunja Mladenic. Web Intelligence/IAT Workshops 2009, 507-510. Web SearchBibTeXDownload |
| 2008 |
|---|
| 47 | Ripple Down Rule learning for automated word lemmatisation. Joël Plisson, Nada Lavrac, Dunja Mladenic, Tomaz Erjavec. AI Commun. (21): 15-26 (2008). Web SearchBibTeXDownload |
| 46 | Predicting Category Additions in a Topic Hierarchy. Janez Brank, Marko Grobelnik, Dunja Mladenic. ASWC 2008, 315-329. Web SearchBibTeXDownload |
| 45 | Monitoring Network Evolution using MDL. Jure Ferlez, Christos Faloutsos, Jure Leskovec, Dunja Mladenic, Marko Grobelnik. ICDE 2008, 1328-1330. Cited by 4Web SearchBibTeXDownload |
| 44 | Feature Selection for the Classification of Large Document Collections. Janez Brank, Dunja Mladenic, Marko Grobelnik, Natasa Milic-Frayling. J. UCS (14): 1562-1596 (2008). Web SearchBibTeX |
| 43 | Cross-lingual search over 22 european languages. Blaz Fortuna, Jan Rupnik, Bostjan Pajntar, Marko Grobelnik, Dunja Mladenic. SIGIR 2008, 883. Web SearchBibTeXDownload |
| 2007 |
|---|
| 42 | OntoGen: Semi-automatic Ontology Editor. Blaz Fortuna, Marko Grobelnik, Dunja Mladenic. HCI (9) 2007, 309-318. Web SearchBibTeXDownload |
| 41 | Extracting Named Entities and Relating Them over Time Based on Wikipedia. Abhijit Bhole, Blaz Fortuna, Marko Grobelnik, Dunja Mladenic. Informatica (Slovenia) (31): 463-468 (2007). Web SearchBibTeXDownload |
| 40 | Using Text Mining and Link Analysis for Software Mining. Miha Grcar, Marko Grobelnik, Dunja Mladenic. MCD 2007, 1-12. Web SearchBibTeXDownload |
| 2006 |
|---|
| 39 | User Profiling for the Web. Miha Grcar, Dunja Mladenic, Marko Grobelnik. Comput. Sci. Inf. Syst. (3): 1-29 (2006). Web SearchBibTeXDownload |
| 38 | User profiling for the web. Miha Grcar, Dunja Mladenic, Marko Grobelnik. Comput. Sci. Inf. Syst. (3): 1-29 (2006). Web SearchBibTeXDownload |
| 37 | Comparing and Combining Two Approaches to Automated Subject Classification of Text. Koraljka Golub, Anders Ardö, Dunja Mladenic, Marko Grobelnik. ECDL 2006, 467-470. Web SearchBibTeXDownload |
| 36 | Background knowledge for ontology construction. Blaz Fortuna, Marko Grobelnik, Dunja Mladenic. WWW 2006, 949-950. Web SearchBibTeXDownload |
| 2005 |
|---|
| 35 | The Workshops at the Twentieth National Conference on Artificial Intelligence. Diego Mollá Aliod, Eduardo Alonso, Srinivas Bangalore, Joseph E. Beck, Bir Bhanu, Jim Blythe, Mark S. Boddy, Amedeo Cesta, Marko Grobelnik, Dilek Z. Hakkani-Tür, Sanda M. Harabagiu, Alain Léger, Deborah L. McGuinness, Stacy Marsella, Natasa Milic-Frayling, Dunja Mladenic, Daniel Oblinger, Paul E. Rybski, Pavel Shvaiko, Stephen F. Smith, Biplav Srivastava, Sheila Tejada, Hannes Högni Vilhjálmsson, Kristinn R. Thórisson, Gökhan Tür, José Luis Vicedo González, Holger Wache. AI Magazine (26): 102-108 (2005). Web SearchBibTeXDownload |
| 34 | Simple Classification into Large Topic Ontology of Web Documents. Marko Grobelnik, Dunja Mladenic. CIT (13): 279-285 (2005). Web SearchBibTeX |
| 33 | Semi-automatic Construction of Topic Ontologies. Blaz Fortuna, Dunja Mladenic, Marko Grobelnik. EWMF/KDO 2005, 121-131. Web SearchBibTeXDownload |
| 32 | Text Classification with Active Learning. Blaz Novak, Dunja Mladenic, Marko Grobelnik. GfKl 2005, 398-405. Web SearchBibTeXDownload |
| 31 | Applying Collaborative Filtering to Real-life Corporate Data. Miha Grcar, Dunja Mladenic, Marko Grobelnik. GfKl 2005, 374-381. Web SearchBibTeXDownload |
| 30 | Using String Kernels for Classification of Slovenian Web Documents. Blaz Fortuna, Dunja Mladenic. GfKl 2005, 358-365. Web SearchBibTeXDownload |
| 29 | Text Mining in Action!. Dunja Mladenic. GfKl 2005, 52-62. Web SearchBibTeXDownload |
| 28 | Visualization of Text Document Corpus. Blaz Fortuna, Marko Grobelnik, Dunja Mladenic. Informatica (Slovenia) (29): 497-504 (2005). Web SearchBibTeXDownload |
| 27 | Building Minority Language Corpora by Learning to Generate Web Search Queries. Rayid Ghani, Rosie Jones, Dunja Mladenic. Knowl. Inf. Syst. (7): 56-83 (2005). Web SearchBibTeXDownload |
| 26 | KDD-2005 workshop report: Link Discovery: issues, approaches and application (LinkKDD-2005). Jafar Adibi, Patrick Pantel, Marko Grobelnik, Dunja Mladenic. SIGKDD Explorations (7): 123-125 (2005). Web SearchBibTeXDownload |
| 25 | Feature Selection for Dimensionality Reduction. Dunja Mladenic. SLSFS 2005, 84-102. Web SearchBibTeXDownload |
| 24 | Data Sparsity Issues in the Collaborative Filtering Framework. Miha Grcar, Dunja Mladenic, Blaz Fortuna, Marko Grobelnik. WEBKDD 2005, 58-76. Web SearchBibTeXDownload |
| 2004 |
|---|
| 23 | Visualizing Very Large Graphs Using Clustering Neighborhoods. Dunja Mladenic, Marko Grobelnik. Local Pattern Detection 2004, 89-97. Web SearchBibTeXDownload |
| 22 | Feature selection using linear classifier weights: interaction with classification models. Dunja Mladenic, Janez Brank, Marko Grobelnik, Natasa Milic-Frayling. SIGIR 2004, 234-241. Web SearchBibTeXDownload |
| 21 | KDD-2004 workshop report link analysis and group detection (LinkKDD-2004). Jafar Adibi, Hans Chalupsky, Marko Grobelnik, Dunja Mladenic, Natasa Milic-Frayling. SIGKDD Explorations (6): 136-139 (2004). Web SearchBibTeXDownload |
| 2003 |
|---|
| 20 | Feature selection on hierarchy of web documents. Dunja Mladenic, Marko Grobelnik. Decision Support Systems (35): 45-87 (2003). Web SearchBibTeXDownload |
| 19 | Mapping Documents onto Web Page Ontology. Dunja Mladenic, Marko Grobelnik. EWMF 2003, 77-96. Web SearchBibTeXDownload |
| 18 | A Roadmap for Web Mining: From Web to Semantic Web. Bettina Berendt, Andreas Hotho, Dunja Mladenic, Maarten van Someren, Myra Spiliopoulou, Gerd Stumme. EWMF 2003, 1-22. Web SearchBibTeXDownload |
| 2002 |
|---|
| 17 | Learning word normalization using word suffix and context from unlabeled data. Dunja Mladenic. ICML 2002, 427-434. Web SearchBibTeX |
| 16 | Modeling Information in Textual Data Combining Labeled and Unlabeled Data. Dunja Mladenic. Pattern Detection and Discovery 2002, 170-179. Web SearchBibTeXDownload |
| 2001 |
|---|
| 15 | Mining the Web to Create Minority Language Corpora. Rayid Ghani, Rosie Jones, Dunja Mladenic. CIKM 2001, 279-286. Web SearchBibTeX |
| 14 | Data mining of baskets collected at different locations over one year. Dunja Mladenic, William F. Eddy, Scott Ziolko. Informatica (Slovenia) (25) (2001). Web SearchBibTeX |
| 13 | Automatic Web Search Query Generation to Create Minority Language Corpora. Rayid Ghani, Rosie Jones, Dunja Mladenic. SIGIR 2001, 432-433. Web SearchBibTeX |
| 12 | Online Learning for Web Query Generation: Finding Documents Matching a Minority Concept on the Web. Rayid Ghani, Rosie Jones, Dunja Mladenic. Web Intelligence 2001, 508-513. Web SearchBibTeXDownload |
| 2000 |
|---|
| 11 | Text mining (workshop session - title only). Marko Grobelnik, Dunja Mladenic, Natasa Milic-Frayling. KDD 2000, 534. Web SearchBibTeXDownload |
| 10 | Text Mining as Integration of Several Related Research Areas: Report on KDD'2000 Workshop on Text Mining. Marko Grobelnik, Dunja Mladenic, Natasa Milic-Frayling. SIGKDD Explorations (2): 99-102 (2000). Web SearchBibTeXDownload |
| 1999 |
|---|
| 9 | Feature Selection for Unbalanced Class Distribution and Naive Bayes. Dunja Mladenic, Marko Grobelnik. ICML 1999, 258-267. Web SearchBibTeX |
| 1998 |
|---|
| 8 | Turning Yahoo to Automatic Web-Page Classifier. Dunja Mladenic. ECAI 1998, 473-474. Web SearchBibTeX |
| 7 | Feature Subset Selection in Text-Learning. Dunja Mladenic. ECML 1998, 95-100. Web SearchBibTeXDownload |
| 6 | Browsing-Assistenten, Tour Guides und adaptive WWW-Server. Thorsten Joachims, Dunja Mladenic. KI (12): 23-29 (1998). Web SearchBibTeX |
| 1997 |
|---|
| 5 | Using machine learning for outcome prediction of patients with severe head injury. Iztok A. Pilih, Dunja Mladenic, Nada Lavrac, Tine S. Prevec. CBMS 1997, 200-204. Web SearchBibTeXDownload |
| 1994 |
|---|
| 4 | Using Machine Learning Techniques to Interpret Results from Discrete Event Simulation. Dunja Mladenic, Ivan Bratko, Ray J. Paul, Marko Grobelnik. ECML 1994, 399-402. Web SearchBibTeXDownload |
| 1993 |
|---|
| 3 | Combinatorial Optimization in Inductive Concept Learning. Dunja Mladenic. ICML 1993, 205-211. Web SearchBibTeX |
| 2 | Visualization of Domain and Concept Descriptions. Dunja Mladenic. SCAI 1993, 157-167. Web SearchBibTeX |
| 1992 |
|---|
| 1 | Stochastic Search in Inductive Logic Programming. Matevz Kovacic, Nada Lavrac, Marko Grobelnik, Darko Zupanic, Dunja Mladenic. ECAI 1992, 444-445. Web SearchBibTeX |
