Dunja Mladenic's Home Page

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J. Stefan Institute
Department of Knowledge Technologies

Jamova 39, 1000 Ljubljana, Slovenia
Phone: (+386)(1) 4773-900, Fax: (+386)(1) 4251 038
E-mail:Dunja.Mladenic at ijs.si

Organizing AAAI-2005 Workshop on Link Analysis, paper submission deadline April 20, 2005.

Biographical sketch, Brief CV (postscript)

Working in JSI Text Mining Group on a number of projects mainly related to Text and Web Mining.

Coordinator of the European RTD project (IST-1999-11495) "Data Mining and Decision Support for business competitiveness: A European virtual enterprise (Sol-Eu-Net)", involving 12 partners from 7 countries.
Tutorial chair for ECML/PKDD-2005, Workshop and Tutorial chair for ICML-2003, Workshop chair for ICML-99.

Areas of research

• 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:
• 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 and
• 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 co-organizing Data Mining and Warehouses,
AWAMIDA-2000, Conference on Analysis, Warehousing and Mining the Data.
With Maja Skrjanc co-organizing Data Mining and Decision Support in Action!




Updated: November, 2004
Dunja Mladenic