Semantic Technology
- Tadej Stajner, Dunja Mladenic Cross-lingual document similarity estimation and dictionary generation with comparable corpora, Knowledge and Information Systems, March 2018.
- Mario Karlovcec, Borut Luzar, Dunja Mladenic Core-periphery dynamics in collaboration networks: the case study of Slovenia, Scientometrics, December 2016.
- Simperl, E., Thurlow, I., Warren, P., Dengler, F., Davies, J., Grobelnik, M., Mladenic, D., Gomez-Perez, J., Ruiz, C. (2010) Overcoming information overload in the enterprise : the active approach. IEEE internet computing, 14:6, 39-46.
- Grobelnik, M., Mladenic, D., Fortuna, B. (2009) Semantic technology for capturing communication inside an organisation. IEEE internet computing, 13:4, 59-66.
- Grobelnik, M., Brank, J., Mladenic, D., Novak, B., fortuna, B. (2006). Using DMoz for constructing ontology from data stream. 28th International Conference on Information Technology Interfaces ITI-2006, IEEE Catalog:06EX1244, 439-444, SRCE Zagreb..
- Grobelnik, M., Mladenic, D. (2005) Automated knowledge discovery in advanced knowledge management. Journal of knowledge management, 9:132-149.
- Mladenic, D., Grobelnik, M. (2004). Mapping documents onto web page ontology. Web mining: from web to semantic web, LNAI:3209, 77-96, Springer.
Text Mining
- Analysis of Large Text Datasets project;
- Yahoo Planet project (try our demo of document categorization!)
- Personal WebWatcher project (part of CMU Text Learning Group work)
- The World Wide Knowledge Base (Web->KB) project (part of CMU Text Learning Group work),
- The Corpus Builder project (part of CMU Text Learning Group work)
- PhD thesis project (see some photos from the defence!)
- Some Publications:
- Plisson, J., Lavrac, N., Mladenic, D., Erjavec, T. (2008) Ripple down rule learning for automated word lemmatisation. AI commun. 21:1, 15-26.
- Bhole, A., Fortuna, B., Grobelnik, M., Mladenic, D. (2007) Extracting named entities and relating them over time based on Wikipedia. Informatica 31:4, 463-468.
- Fortuna, B., Grobelnik, M., Mladenic, D. (2005)
- Grobelnik, M., Mladenic, D. (2004) Visualization of news articles. Informatica 28:4 375-380.
- Mladenic, D., Grobelnik, M. (2003) Feature selection on hierarchy of web documents. Decision support systems, 35:45-87.
- Grobelnik, M., Mladenic, D. (2002) Approaching Analysis of EU IST Projects Database. International Conference on Information and Intelligent Systems IIS-2002, Varazdin, Croatia.
- Mladenic, D. (1998) Turning Yahoo into an Automatic Web-Page Classifier (uncompressed) Proceedings of the 13th European Conference on Aritficial Intelligence ECAI’98 (pp. 473-474). (abstract)
- Mladenic, D., Grobelnik, M. (1998) Feature selection for clasification based on text hierarchy (uncompressed) Working notes of Learning from Text and the Web, Conference on Automated Learning and Discovery CONALD-98. (abstract)
- Mladenic, D., (1998) Feature subset selection in text-learning (uncompressed) 10th European Conference on Machine Learning ECML98. (abstract)
- Mladenic, D., (1998) Machine Learning on non-homogeneous, distributed text data (compressed) PhD thesis, University of Ljubljana, Slovenia, October 1998.
- Mladenic, D., (1996) Personal WebWatcher: Implementation and Design (compressed) Technical Report IJS-DP-7472.
Data Mining/Machine Learning
- Data Mining on the market basket analysis abstract of the paper William F. Eddy, Dunja Mladenic, Scott Ziolko: “Exploratory Analysis of Retail Sales of Billions of Items”.
- Data Mining in Biomedicine on the AHRQ Bioterrorism Intitiative project investigating methods for the real-time detection
- Inductive Concept Learning
- Application of ML to Discrete Event Simulation
- Data Visualisation in ML
- Machine Learning in Medicine and Pharmacology
- LogoS
- Encyclopaedia typesetting based on TeX
With Marko Grobelnik organizing Slovenian KDD conference SiKDD-2011, paper submission deadline August 31, 2011.
