![]() | ![]() |
| 2012 | ||
|---|---|---|
| 101 | Lorand Dali, Blaz Fortuna, Duc Thanh Tran, Dunja Mladenic: Query-Independent Learning to Rank for RDF Entity Search. ESWC 2012: 484-498 | |
| 100 | Nenad Tomasev, Dunja Mladenic: Hubness-Aware Shared Neighbor Distances for High-Dimensional k-Nearest Neighbor Classification. HAIS (2) 2012: 116-127 | |
| 2011 | ||
| 99 | Nenad Tomasev, Milos Radovanovic, Dunja Mladenic, Mirjana Ivanovic: A probabilistic approach to nearest-neighbor classification: naive hubness bayesian kNN. CIKM 2011: 2173-2176 | |
| 98 | Tadej Stajner, Dunja Mladenic, Marko Grobelnik: Information Resource Recommendation in Knowledge Processes. ESWC Workshops 2011: 186-193 | |
| 97 | Bojan Blazica, Daniel Vladusic, Dunja Mladenic: ShoeBox: A Natural Way of Organizing Pictures According to User's Affinities. HCI (3) 2011: 519-524 | |
| 96 | Nenad Tomasev, Dunja Mladenic: Nearest Neighbor Voting in High-Dimensional Data: Learning from Past Occurrences. ICDM Workshops 2011: 1215-1218 | |
| 95 | Nenad Tomasev, Milos Radovanovic, Dunja Mladenic, Mirjana Ivanovic: Hubness-Based Fuzzy Measures for High-Dimensional k-Nearest Neighbor Classification. MLDM 2011: 16-30 | |
| 94 | Nenad Tomasev, Milos Radovanovic, Dunja Mladenic, Mirjana Ivanovic: The Role of Hubness in Clustering High-Dimensional Data. PAKDD (1) 2011: 183-195 | |
| 93 | Marko Grobelnik, Dunja Mladenic, Gregor Leban, Tadej Stajner: Machine Learning Techniques for Understanding Context and Process. Context and Semantics for Knowledge Management 2011: 127-145 | |
| 92 | Igor Dolinsek, Marko Grobelnik, Dunja Mladenic: Managing and Understanding Context. Context and Semantics for Knowledge Management 2011: 91-106 | |
| 91 | Alexandra Moraru, Carolina Fortuna, Dunja Mladenic: A System for Publishing Sensor Data on the Semantic Web. CIT 19(4): 239-245 (2011) | |
| 90 | Blaz Fortuna, Dunja Mladenic, Marko Grobelnik: User Modeling Combining Access Logs, Page Content and Semantics CoRR abs/1103.5002: (2011) | |
| 89 | Inna Novalija, Dunja Mladenic, Luka Bradesko: OntoPlus: Text-driven ontology extension using ontology content, structure and co-occurrence information. Knowl.-Based Syst. 24(8): 1261-1276 (2011) | |
| 2010 | ||
| 88 | Lorand Dali, Delia Rusu, Blaz Fortuna, Dunja Mladenic, Marko Grobelnik: AnswerArt - Contextualized Question Answering. ECML/PKDD (3) 2010: 579-582 | |
| 87 | Blaz Fortuna, Carolina Fortuna, Dunja Mladenic: Real-Time News Recommender System. ECML/PKDD (3) 2010: 583-586 | |
| 86 | Blaz Fortuna, Dunja Mladenic, Marko Grobelnik: Application of semantic annotations to predicting users' demographics. ESAIR 2010: 23-24 | |
| 85 | Delia Rusu, Tadej Stajner, Lorand Dali, Blaz Fortuna, Dunja Mladenic: Demo: Enriching Text with RDF/OWL Encoded Senses. ISWC Posters&Demos 2010 | |
| 84 | Lorand Dali, Dunja Mladenic: Visualization of Web Page Content Using Semantic Technologies. IV 2010: 280-284 | |
| 83 | Dunja Mladenic, Janez Brank, Marko Grobelnik: Document Classification. Encyclopedia of Machine Learning 2010: 289-293 | |
| 82 | Janez Brank, Dunja Mladenic, Marko Grobelnik: Feature Construction in Text Mining. Encyclopedia of Machine Learning 2010: 397-401 | |
| 81 | Dunja Mladenic: Feature Selection in Text Mining. Encyclopedia of Machine Learning 2010: 406-410 | |
| 80 | Dunja Mladenic: Text Mining. Encyclopedia of Machine Learning 2010: 962-963 | |
| 79 | Marko Grobelnik, Dunja Mladenic, Michael Witbrock: Text Mining for the Semantic Web. Encyclopedia of Machine Learning 2010: 978-980 | |
| 78 | Nenad Tomasev, Dunja Mladenic: Social Network Analysis of Ontology Edit Logs. CIT 18(2): (2010) | |
| 77 | Luka Bradesko, Lorand Dali, Blaz Fortuna, Marko Grobelnik, Dunja Mladenic, Inna Novalija: Contextualized Question Answering. CIT 18(4): (2010) | |
| 76 | Ray J. Paul, Dunja Mladenic, Marko Tadic: Editorial. CIT 18(4): (2010) | |
| 75 | Alexandra Moraru, Marko Pesko, Maria Porcius, Carolina Fortuna, Dunja Mladenic: Using Machine Learning on Sensor Data. CIT 18(4): (2010) | |
| 74 | Elena Paslaru Bontas Simperl, Ian Thurlow, Paul Warren, Frank Dengler, John Davies, Marko Grobelnik, Dunja Mladenic, José Manuél Gómez-Pérez, Carlos Ruiz Moreno: Overcoming Information Overload in the Enterprise: The Active Approach. IEEE Internet Computing 14(6): 39-46 (2010) | |
| 73 | Tadej Stajner, Delia Rusu, Lorand Dali, Blaz Fortuna, Dunja Mladenic, Marko Grobelnik: A Service Oriented Framework for Natural Language Text Enrichment. Informatica (Slovenia) 34(3): 307-313 (2010) | |
| 72 | Inna Novalija, Dunja Mladenic: Ontology Extension Towards Analysis of Business News. Informatica (Slovenia) 34(4): 517-522 (2010) | |
| 71 | Tadej Stajner, Dunja Mladenic: Modeling Knowledge Worker Activity. Journal of Machine Learning Research - Proceedings Track 11: 127-133 (2010) | |
| 70 | Tadej Stajner, Dunja Mladenic: Modeling Knowledge Worker Activity. Journal of Machine Learning Research - Proceedings Track 11: 127-133 (2010) | |
| 2009 | ||
| 69 | Wray L. Buntine, Marko Grobelnik, Dunja Mladenic, John Shawe-Taylor: Machine Learning and Knowledge Discovery in Databases, European Conference, ECML PKDD 2009, Bled, Slovenia, September 7-11, 2009, Proceedings, Part I Springer 2009 | |
| 68 | Wray L. Buntine, Marko Grobelnik, Dunja Mladenic, John Shawe-Taylor: Machine Learning and Knowledge Discovery in Databases, European Conference, ECML PKDD 2009, Bled, Slovenia, September 7-11, 2009, Proceedings, Part II Springer 2009 | |
| 67 | Ruben Sipos, Dunja Mladenic, Marko Grobelnik, Janez Brank: Modeling Common Real-Word Relations Using Triples Extracted from n-Grams. ASWC 2009: 16-30 | |
| 66 | Tadej Stajner, Dunja Mladenic: Entity Resolution in Texts Using Statistical Learning and Ontologies. ASWC 2009: 91-104 | |
| 65 | Lorand Dali, Delia Rusu, Dunja Mladenic: Enhanced Web Page Content Visualization with Firefox. ECML/PKDD (2) 2009: 718-721 | |
| 64 | Miha Grcar, Dunja Mladenic: Visual OntoBridge: Semi-automatic Semantic Annotation Software. ECML/PKDD (2) 2009: 726-729 | |
| 63 | Miha Grcar, Dunja Mladenic, Peter Kese: Semi-automatic Categorization of Videos on VideoLectures.net. ECML/PKDD (2) 2009: 730-733 | |
| 62 | Ruben Sipos, Abhijit Bhole, Blaz Fortuna, Marko Grobelnik, Dunja Mladenic: Demo: HistoryViz - Visualizing Events and Relations Extracted from Wikipedia. ESWC 2009: 903-907 | |
| 61 | Nenad Tomasev, Dunja Mladenic: Semantic web wiki: Social network analysis of page editing. ITI 2009: 505-510 | |
| 60 | Delia Rusu, Blaz Fortuna, Dunja Mladenic, Marko Grobelnik, Ruben Sipos: Document Visualization Based on Semantic Graphs. IV 2009: 292-297 | |
| 59 | Delia Rusu, Blaz Fortuna, Dunja Mladenic, Marko Grobelnik, Ruben Sipos: Visual analysis of documents with semantic graphs. KDD Workshop on Visual Analytics and Knowledge Discovery 2009: 66-73 | |
| 58 | Mitja Trampus, Dunja Mladenic: Constructing Event Templates from Written News. Web Intelligence/IAT Workshops 2009: 507-510 | |
| 57 | Aleksander Kolcz, Dunja Mladenic, Wray L. Buntine, Marko Grobelnik, John Shawe-Taylor: Guest editors' introduction: special issue of selected papers from ECML PKDD 2009. Data Min. Knowl. Discov. 19(2): 173-175 (2009) | |
| 56 | Marko Grobelnik, Dunja Mladenic, Blaz Fortuna: Semantic Technology for Capturing Communication Inside an Organization. IEEE Internet Computing 13(4): 59-67 (2009) | |
| 55 | Delia Rusu, Blaz Fortuna, Marko Grobelnik, Dunja Mladenic: Semantic Graphs Derived From Triplets with Application in Document Summarization. Informatica (Slovenia) 33(3): 357-362 (2009) | |
| 54 | Aleksander Kolcz, Dunja Mladenic, Wray L. Buntine, Marko Grobelnik, John Shawe-Taylor: Guest editors' introduction: Special Issue from ECML PKDD 2009. Machine Learning 76(2-3): 175-177 (2009) | |
| 2008 | ||
| 53 | Janez Brank, Marko Grobelnik, Dunja Mladenic: Predicting Category Additions in a Topic Hierarchy. ASWC 2008: 315-329 | |
| 52 | Jure Ferlez, Christos Faloutsos, Jure Leskovec, Dunja Mladenic, Marko Grobelnik: Monitoring Network Evolution using MDL. ICDE 2008: 1328-1330 | |
| 51 | Blaz Fortuna, Jan Rupnik, Bostjan Pajntar, Marko Grobelnik, Dunja Mladenic: Cross-lingual search over 22 european languages. SIGIR 2008: 883 | |
| 50 | Joël Plisson, Nada Lavrac, Dunja Mladenic, Tomaz Erjavec: Ripple Down Rule learning for automated word lemmatisation. AI Commun. 21(1): 15-26 (2008) | |
| 49 | Janez Brank, Dunja Mladenic, Marko Grobelnik, Natasa Milic-Frayling: Feature Selection for the Classification of Large Document Collections. J. UCS 14(10): 1562-1596 (2008) | |
| 2007 | ||
| 48 | Joost N. Kok, Jacek Koronacki, Ramon López de Mántaras, Stan Matwin, Dunja Mladenic, Andrzej Skowron: Machine Learning: ECML 2007, 18th European Conference on Machine Learning, Warsaw, Poland, September 17-21, 2007, Proceedings Springer 2007 | |
| 47 | Joost N. Kok, Jacek Koronacki, Ramon López de Mántaras, Stan Matwin, Dunja Mladenic, Andrzej Skowron: Knowledge Discovery in Databases: PKDD 2007, 11th European Conference on Principles and Practice of Knowledge Discovery in Databases, Warsaw, Poland, September 17-21, 2007, Proceedings Springer 2007 | |
| 46 | Bettina Berendt, Andreas Hotho, Dunja Mladenic, Giovanni Semeraro: From Web to Social Web: Discovering and Deploying User and Content Profiles, Workshop on Web Mining, WebMine 2006, Berlin, Germany, September 18, 2006. Revised Selected and Invited Papers Springer 2007 | |
| 45 | Blaz Fortuna, Marko Grobelnik, Dunja Mladenic: OntoGen: Semi-automatic Ontology Editor. HCI (9) 2007: 309-318 | |
| 44 | Miha Grcar, Marko Grobelnik, Dunja Mladenic: Using Text Mining and Link Analysis for Software Mining. MCD 2007: 1-12 | |
| 43 | Abhijit Bhole, Blaz Fortuna, Marko Grobelnik, Dunja Mladenic: Extracting Named Entities and Relating Them over Time Based on Wikipedia. Informatica (Slovenia) 31(4): 463-468 (2007) | |
| 2006 | ||
| 42 | Markus Ackermann, Bettina Berendt, Marko Grobelnik, Andreas Hotho, Dunja Mladenic, Giovanni Semeraro, Myra Spiliopoulou, Gerd Stumme, Vojtech Svátek, Maarten van Someren: Semantics, Web and Mining, Joint International Workshops, EWMF 2005 and KDO 2005, Porto, Portugal, October 3 and 7, 2005, Revised Selected Papers Springer 2006 | |
| 41 | Koraljka Golub, Anders Ardö, Dunja Mladenic, Marko Grobelnik: Comparing and Combining Two Approaches to Automated Subject Classification of Text. ECDL 2006: 467-470 | |
| 40 | Blaz Fortuna, Marko Grobelnik, Dunja Mladenic: Background knowledge for ontology construction. WWW 2006: 949-950 | |
| 39 | Miha Grcar, Dunja Mladenic, Marko Grobelnik: User profiling for the web. Comput. Sci. Inf. Syst. 3(2): 1-29 (2006) | |
| 2005 | ||
| 38 | Blaz Fortuna, Dunja Mladenic, Marko Grobelnik: Semi-automatic Construction of Topic Ontologies. EWMF/KDO 2005: 121-131 | |
| 37 | Blaz Fortuna, Dunja Mladenic: Using String Kernels for Classification of Slovenian Web Documents. GfKl 2005: 358-365 | |
| 36 | Miha Grcar, Dunja Mladenic, Marko Grobelnik: Applying Collaborative Filtering to Real-life Corporate Data. GfKl 2005: 374-381 | |
| 35 | Blaz Novak, Dunja Mladenic, Marko Grobelnik: Text Classification with Active Learning. GfKl 2005: 398-405 | |
| 34 | Dunja Mladenic: Text Mining in Action!. GfKl 2005: 52-62 | |
| 33 | Dunja Mladenic: Feature Selection for Dimensionality Reduction. SLSFS 2005: 84-102 | |
| 32 | Miha Grcar, Dunja Mladenic, Blaz Fortuna, Marko Grobelnik: Data Sparsity Issues in the Collaborative Filtering Framework. WEBKDD 2005: 58-76 | |
| 31 | 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: The Workshops at the Twentieth National Conference on Artificial Intelligence. AI Magazine 26(4): 102-108 (2005) | |
| 30 | Marko Grobelnik, Dunja Mladenic: Simple Classification into Large Topic Ontology of Web Documents. CIT 13(4): 279-285 (2005) | |
| 29 | Blaz Fortuna, Marko Grobelnik, Dunja Mladenic: Visualization of Text Document Corpus. Informatica (Slovenia) 29(4): 497-504 (2005) | |
| 28 | Marko Grobelnik, Dunja Mladenic: Automated knowledge discovery in advanced knowledge management. J. Knowledge Management 9(5): 132-149 (2005) | |
| 27 | John Davies, Alistair Duke, Nick Kings, Dunja Mladenic, Kalina Bontcheva, Miha Grcar, V. Richard Benjamins, Jesús Contreras, Mercedes Blázquez Civico, Tim Glover: Next generation knowledge access. J. Knowledge Management 9(5): 64-84 (2005) | |
| 26 | Rayid Ghani, Rosie Jones, Dunja Mladenic: Building Minority Language Corpora by Learning to Generate Web Search Queries. Knowl. Inf. Syst. 7(1): 56-83 (2005) | |
| 25 | Jafar Adibi, Patrick Pantel, Marko Grobelnik, Dunja Mladenic: KDD-2005 workshop report: Link Discovery: issues, approaches and application (LinkKDD-2005). SIGKDD Explorations 7(2): 123-125 (2005) | |
| 2004 | ||
| 24 | Bettina Berendt, Andreas Hotho, Dunja Mladenic, Maarten van Someren, Myra Spiliopoulou, Gerd Stumme: Web Mining: From Web to Semantic Web, First European Web Mining Forum, EMWF 2003, Cavtat-Dubrovnik, Croatia, September 22, 2003, Revised Selected and Invited Papers Springer 2004 | |
| 23 | Dunja Mladenic, Marko Grobelnik: Visualizing Very Large Graphs Using Clustering Neighborhoods. Local Pattern Detection 2004: 89-97 | |
| 22 | Dunja Mladenic, Janez Brank, Marko Grobelnik, Natasa Milic-Frayling: Feature selection using linear classifier weights: interaction with classification models. SIGIR 2004: 234-241 | |
| 21 | Jafar Adibi, Hans Chalupsky, Marko Grobelnik, Dunja Mladenic, Natasa Milic-Frayling: KDD-2004 workshop report link analysis and group detection (LinkKDD-2004). SIGKDD Explorations 6(2): 136-139 (2004) | |
| 2003 | ||
| 20 | Bettina Berendt, Andreas Hotho, Dunja Mladenic, Maarten van Someren, Myra Spiliopoulou, Gerd Stumme: A Roadmap for Web Mining: From Web to Semantic Web. EWMF 2003: 1-22 | |
| 19 | Dunja Mladenic, Marko Grobelnik: Mapping Documents onto Web Page Ontology. EWMF 2003: 77-96 | |
| 18 | Dunja Mladenic, Marko Grobelnik: Feature selection on hierarchy of web documents. Decision Support Systems 35(1): 45-87 (2003) | |
| 2002 | ||
| 17 | Dunja Mladenic: Learning word normalization using word suffix and context from unlabeled data. ICML 2002: 427-434 | |
| 16 | Dunja Mladenic: Modeling Information in Textual Data Combining Labeled and Unlabeled Data. Pattern Detection and Discovery 2002: 170-179 | |
| 2001 | ||
| 15 | Rayid Ghani, Rosie Jones, Dunja Mladenic: Mining the Web to Create Minority Language Corpora. CIKM 2001: 279-286 | |
| 14 | Rayid Ghani, Rosie Jones, Dunja Mladenic: Automatic Web Search Query Generation to Create Minority Language Corpora. SIGIR 2001: 432-433 | |
| 13 | Rayid Ghani, Rosie Jones, Dunja Mladenic: Online Learning for Web Query Generation: Finding Documents Matching a Minority Concept on the Web. Web Intelligence 2001: 508-513 | |
| 12 | Dunja Mladenic, William F. Eddy, Scott Ziolko: Data mining of baskets collected at different locations over one year. Informatica (Slovenia) 25(3): (2001) | |
| 2000 | ||
| 11 | Marko Grobelnik, Dunja Mladenic, Natasa Milic-Frayling: Text mining (workshop session - title only). KDD 2000: 534 | |
| 10 | Marko Grobelnik, Dunja Mladenic, Natasa Milic-Frayling: Text Mining as Integration of Several Related Research Areas: Report on KDD'2000 Workshop on Text Mining. SIGKDD Explorations 2(2): 99-102 (2000) | |
| 1999 | ||
| 9 | Dunja Mladenic, Marko Grobelnik: Feature Selection for Unbalanced Class Distribution and Naive Bayes. ICML 1999: 258-267 | |
| 1998 | ||
| 8 | Dunja Mladenic: Turning Yahoo to Automatic Web-Page Classifier. ECAI 1998: 473-474 | |
| 7 | Dunja Mladenic: Feature Subset Selection in Text-Learning. ECML 1998: 95-100 | |
| 6 | Thorsten Joachims, Dunja Mladenic: Browsing-Assistenten, Tour Guides und adaptive WWW-Server. KI 12(3): 23-29 (1998) | |
| 1997 | ||
| 5 | Iztok A. Pilih, Dunja Mladenic, Nada Lavrac, Tine S. Prevec: Using machine learning for outcome prediction of patients with severe head injury. CBMS 1997: 200-204 | |
| 1994 | ||
| 4 | Dunja Mladenic, Ivan Bratko, Ray J. Paul, Marko Grobelnik: Using Machine Learning Techniques to Interpret Results from Discrete Event Simulation. ECML 1994: 399-402 | |
| 1993 | ||
| 3 | Dunja Mladenic: Combinatorial Optimization in Inductive Concept Learning. ICML 1993: 205-211 | |
| 2 | Dunja Mladenic: Visualization of Domain and Concept Descriptions. SCAI 1993: 157-167 | |
| 1992 | ||
| 1 | Matevz Kovacic, Nada Lavrac, Marko Grobelnik, Darko Zupanic, Dunja Mladenic: Stochastic Search in Inductive Logic Programming. ECAI 1992: 444-445 | |
Colors in the list of coauthors
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