Igor Trajkovski, M.Sc. Dom podiplomcev Ljubljana, N o 323 Gosarjeva 9, 1000 Ljubljana, Slovenia

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Igor Trajkovski, M.Sc. igor.trajkovski@gmx.

1 Igor Trajkovski, M.Sc. Dom podiplomcev Ljubljana, N o 323 Gosarjeva 9, 1000 Ljubljana, Slovenia OBJECTIVE Research and Development career in an environment working on real-life problems using Artificial Intelligence techniques. RESEARCH INTERESTS Machine Learning, Bioinformatics, Gene Expression Data Analysis, Algorithms and Data Structures, Parallel Algorithms EDUCATION Doctor of Computer Science 10/2005 present Department of Knowledge Technologies, Jožef Stefan Institute, Ljubljana, Slovenia Ph.D. Thesis: Functional Interpretation of Gene Expression Data Mentor: Prof. Dr. Nada Lavra co-mentor: Assis. Prof. Dr. Filip Železný Master of Computer Science 10/ /2004 University of Saarland & Max Planck Institute for Informatics, Saarbrücken, Germany M.Sc. Thesis: Analysis of protein binding pocket flexibility Mentor: Prof. Dr. Thomas Lengauer co-mentor: Dr. Iris Antes Bachelor of Computer Science... 10/ /2001 Faculty of Natural Sciences and Mathematics, St. Cyril and Methodius University, Skopje, Macedonia GPA: 9.53 out of 10 B.Sc. Thesis: : Genetic Algorithms: theory and applications Mentor: Prof. Dr. Katerina Zdravkova

2 WORKING EXPERIENCE Software Engineer in Test... 06/ /2007 Internship at Google Inc. Mountain View, California, USA o Quality Assurance Techniques for a Large Scale Projects Research Assistant ( currently )... 09/ /2007 Jožef Stefan Institute, Ljubljana, Slovenia o Descriptive Analysis of Gene Expression Data Software Developer Specialist. 11/ /2005 T-Mobile Macedonia, Skopje, Macedonia Research & Teaching Assistant.. 02/ /2003 IPVS, University of Stuttgart, Germany o Research on Parallel Algorithms for Discrete Optimizations TSP, QAP, Graph partitioning o Discrete Optimizations with Genetic Algorithms Student Researcher, Lecturer.. 10/ /2001 Institute of Informatics, Skopje, Macedonia o Memory aspects of ILP o Design and development of time series prediction algorithms o RISC Compiler for the programming language PASCAL COMPETITIONS The 24th ACM International Collegiate Programming Contest WORLD FINALS, Orlando FL, USA, nd Place, Southeastern European Regional ACM Collegiate Programming Contest, 1999 Bronze Medal, 4th Balkan Olympiad in Informatics, 1996 Honourable mention, 8th International Olympiad in Informatics, st prize, Macedonian National Programming Competition, 1996 SCHOLARSHIPS Jozef Stefan Institute, Fellowship for Ph.D. students Max Planck Institute for Informatics, Fellowship for M.Sc. students Prize for best student at Institute of Informatics, Skopje, Government scholarship for talented university students, Government scholarship for talented high school students,

3 PUBLICATIONS, Lavrac N. Interpreting Gene Expression Data by Searching for Enriched Gene Sets In Procs 11th Conference on Artificial Intelligence in Medicine, Amsterdam, NL 2007 Springer Lecture Notes on Computer Science / LNCS, Lavrac N. Efficient Generation of Biologically Relevant Enriched Gene Sets In Procs Int Symposium on Bioinformatics Research and Applications, Atlanta, USA 2007 Springer Lecture Notes on Bioinformatics / LNCS, Zelezny F., Lavrac N., Tolar J. Learning Relational Descriptions of Differentially Expressed Gene Groups Accepted to IEEE Transactions on Systems, Man, and Cybernetics, special issue on Intelligent Computation for Bioinformatics., Zelezny F., Tolar J., Lavrac N. Relational Subgroup Discovery for Descriptive Analysis of Microarray Data In Procs 2nd Int Symposium on Computational Life Science, Cambridge, UK Springer Lecture Notes on Bioinformatics / LNCS, Zelezny F., Tolar J., Lavrac N. Relational Descriptive Analysis of Gene Expression Data STAIRS-2006 (3rd European Starting AI Researcher Symposium) at the 17th European Conference on Artificial Intelligence. Riva del Garda, Italy Analysis of protein binding pocket flexibility First Slovenian Workshop for Bioinformatics, National Institute of Chemistry, Ljubljana, Slovenia 2005 Master Thesis: Analysis of protein binding pocket flexibility Max Planck Institute for Informatics, Saarbrücken, Germany, 2004 Bungartz H. -J. and Trajkovski I. Efficient strategies for optimization with genetic algorithms Selcuk Journal of Applied Mathematics, Vol. 3, 2002, pp Diploma Thesis: Genetic Algorithms, theory and applications Institute of Informatics, St. Cyril and Methodius University, Skopje, 2001

4 ATTENDENT SCHOOLS, COURSES International Symposium on Bioinformatics Research and Applications, Atlanta nd International Symposium on Computational Life Science, Cambridge th European Conference on Artificial Intelligence, Riva del Garda 2006 Course in Practical DNA Microarray Analysis, Munich th European Conference on Machine Learning, Porto 2005 Advanced course on Knowledge Discovery, Ljubljana st SEKT Summer School on Semantic Web, Ljubljana th Max-Plank Advanced Course on Foundations of CS, Saarbruecken 2004 Advanced course on Knowledge Discovery and Data Mining, Torino 2003 Parallel Numerical Simulations, Belgrade 02/2002, 09/2003 Fall School on Algorithms for Hard Problems, Schwarzenberg 2002 Proof and System-Reliability, International summer school, Munich 2001 Numerical Methods in Engineering, Ohrid th International Summer School in Cognitive Science, Sofia th International Summer School in Cognitive Science, Sofia 1999 COMPUTER SKILLS Extended Experience in C & Python Parallel Programming using OpenMP, MPI, PVM Working in Windows and UNIX (Linux) environments PERSONAL Born June 12, 1977 in Skopje, Macedonia Citizen of Macedonia Natural Languages: o fluent: Macedonian, English, Serbo-Croatian o basic: German, Russian, Slovenian Home page: Permanent Home Address: ul. Marsal Tito 3 br.17 Dolno Lisice, 1000 Skopje Republic of Macedonia

5 REFERENCES Professor Dr. Nada Lavra Department of Knowledge Technologies Jozef Stefan Institute Jamova 39, 1000 Ljubljana, Slovenia Phone: Fax: nada.lavrac@ijs.si Assis. Professor Dr. Filip Železný Intelligent Data Analysis research group Czech Technical University in Prague Technická 2, Prague, Czech Republic Phone: Fax: zelezny@fel.cvut.cz Danilo Gligoroski, Ph.D. Centre for Quantifiable Quality of Service in Communication Systems Norwegian University of Science and Technology, O.S.Bragstads plass 2E, N-7491 Trondheim, Norway Phone: Fax: danilog@q2s.ntnu.no Professor Dr. Hans-Joachim Bungartz Institut für Informatik Technische Universität München Boltzmannstr. 3, Garching, Germany Phone: Fax: bungartz@in.tum.de

E UROPEAN C U R R I C U L U M V I T A E FORMAT

E UROPEAN C U R R I C U L U M V I T A E FORMAT PERSONAL INFORMATION Name CVETA MARTINOVSKA BANDE Address 10 KRSTE MISIRKOV, 2000 ŠTIP, REPUBLIC OF MACEDONIA Telephone ++ 389-32-550103 (work) Fax ++389-32-390700