| Name: | Ljupco Todorovski | |||
| Date of birth: | 29. july 1969 | |||
| Place of birth: | Bitola, Macedonia | |||
| Contact: |
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| 2003 |
PhD in Computer Science.
Faculty of Computer and Information Science,
University of Ljubljana, Slovenia.
Thesis: Using domain knowledge for automated modeling of dynamic systems with equation discovery. |
| 1998 |
MSc in Computer Science.
Faculty of Computer and Information Science,
University of Ljubljana, Slovenia.
Thesis: Declarative bias in equation discovery. |
| 1993 |
BSc in Computer Science.
Faculty of Electrical Engineering and Computer Science,
University of Ljubljana, Slovenia.
Thesis: Automated modelling of dynamical systems with machine discovery. |
| 2005- |
Faculty of Administration, University of Ljubljana,
Ljubljana, Slovenia Position: assistant professor |
| 1999- |
Department of Intelligent Systems, Jozef Stefan Institute,
Ljubljana, Slovenia Position: researcher |
| 1996-1999 |
Institute for Biomedical Informatics, Faculty of Medicine,
University of Ljubljana, Slovenia Position: researcher |
| 2002- | cInQ: consortium on discovering knowledge with Inductive Queries (IST-2000-26469). |
| 2000-2002 | ESPRIT METAL Project 26.357: A Meta-Learning Assistant for Providing User Support in Machine Learning and Data Mining. |
| 1998-2001 | INCO COPERNICUS WG 977102 Network of Excellence in Inductive Logic Programming. |
| 1996-1999 | Intelligent information storage and retrieval of Slovene and English medical documents on Internet. Subproject of INCO-Copernicus Project: 960154, cooperative research in information infrastructure (CRII). |
| 1996-1999 | Prediction in survival analysis. National project. |
| 1992-1995 | TEMPUS JEP 4724 Postgraduate Study of Water Resources Management and Sanitary Engineering. |
| LAGRAMGE 2.0 | Successor of LAGRAMGE. Incorporates methods for incorporating process-based domain-specific knowledge in the process of equation discovery. Allows also revision of existing models. Based on using context-free grammars with context-dependent constraints. |
| PADLES | Successor of LAGRAMGE capable of discovering partial differential equations. |
| LAGRAMGE | Successor of LAGRANGE. Incorporates methods for using theoretical knowledge from the modeled domain in the process of equation discovery. User can prescribe the form of the discovered equations with context-free grammars. |
| LAGRANGE | An equation discovery system capable of discovering differential as well as ordinary algebraic equations from measured/simulated data. |
| July 2004-January 2005 | Post-doc fellow. Stanford University, Center for the Study of Language and Information. Supported by Institute for the Study of Learning and Expertise. |
| October-November 2003 | Short-term post-doc visit. Osaka University, Institute for Scientific and Industrial Research. Supported by Japanese Society for Promotion of Science. |
| June-July 2000 | Artificial Intelligence and Computer Science Laboratory, University of Porto. Supported by the Esprit LTR Project METAL. |
| September 2000 | Stanford University, Center for the Study of Language and Information and Institute for the Study of Learning and Expertise (ISLE). Supported by ISLE. |
| March 2000 | University of Bristol, Department of Computer Science. Supported by a Joint project with Central/Eastern Europe funded by the British Royal Society. |
| PKDD-2003 | The Seventh European Conference on Principles and Practice of Knowledge Discovery in Databases, Cavtat-Dubrovnik, Croatia. |
| DS-2005 | The Eigtht International Conference on Discovery Science |
| ECML/PKDD-2005 | The Sixteenth European Conference on Machine Learning and The Ninth European Conference on Principles and Practice of Knowledge Discovery in Databases |
| ICML-2005 | The Twenty-Second International Conference on Machine Learning |
| DS-2004 | The Seventh International Conference on Discovery Science |
| ECML/PKDD-2004 | The Fifteenth European Conference on Machine Learning and The Eight European Conference on Principles and Practice of Knowledge Discovery in Databases |
| ICML-2004 | The Twenty-First International Conference on Machine Learning |
| DS-2003 | The Sixth International Conference on Discovery Science |
| ECML/PKDD-2003 | The Fourteenth European Conference on Machine Learning and The Seventh European Conference on Principles and Practice of Knowledge Discovery in Databases |
| AM-2002 | ICDM-2002 Workshop on Active Mining |
| IDDM-2002 | ECML/PKDD-2002 Workshop on Integration and Collaboration Aspects of Data Mining, Decision Support and Meta-Learning |
| PKDD-2001 | The Fifth European Conference on Principles and Practice of Knowledge Discovery in Databases |
| IDDM-2001 | ECML/PKDD-2001 Workshop on Integrating Aspects of Data Mining, Decision Support and Meta-Learning |
| PKDD-2000 | The Fourth European Conference on Principles and Practice of Knowledge Discovery in Databases |