{"id":320,"date":"2024-07-18T09:50:58","date_gmt":"2024-07-18T07:50:58","guid":{"rendered":"https:\/\/wi.pb.edu.pl\/p\/?page_id=320"},"modified":"2024-07-18T09:50:58","modified_gmt":"2024-07-18T07:50:58","slug":"curriculum-vitae","status":"publish","type":"page","link":"https:\/\/wi.pb.edu.pl\/p\/wojciech-kwedlo\/curriculum-vitae\/","title":{"rendered":"Curriculum Vitae"},"content":{"rendered":"

Institute of Computer Science
\nBialystok Technical University
\nWiejska 45a, 15-351 Bialystok, Poland
\nwkwedlo@ii.pb.bialystok.pl
\nphone: (+48-85) 746 9158<\/h4>\n
\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n
Education<\/b><\/td>\n <\/td>\n<\/tr>\n
7\/04<\/td>\nPh. D. in Computer Science with distinction, Faculty of Computer Science, Bia\u0142ystok Technical University, Poland.<\/td>\n<\/tr>\n
10\/91 – 7\/96<\/b><\/td>\nM.Sc. in Computer Science, Institute of Computer Science, Bia\u0142ystok Technical University, Poland. <\/td>\n<\/tr>\n
Research Experience<\/b><\/td>\n <\/td>\n<\/tr>\n
9\/04 – present<\/td>\nFaculty of Computer Science, Bia\u0142ystok Technical University, Bialystok, Poland, Assistant Professor. Parallel implementation of evolutionary algorithms for data mining problems such as classfication, clustering and multidimesional scaling. The work is supported by Clusterix Project<\/a>.<\/p>\n

Coordinator of the Clusterix Project at Bia\u0142ystok Technical University and leader of workpackage WP15 (development of new parallel applications) of the project.<\/td>\n<\/tr>\n

10\/96 – 7\/04<\/b><\/td>\nFaculty of Computer Science, Bia\u0142ystok Technical University, Bialystok, Poland
\nTeaching and Research Assistant<\/i>: Developed and implemented (Windows NT, Visual C++, MFC) evolutionary algorithms for extraction of decision rules from datasets.  Developed a parallel version of the system (using MPI), which was implemented on a cluster of Linux machines. The work was supported by  grants from Polish State Committee for Scientific Research and Technical University of Bia\u00b3ystok. The project co-ordinator was Professor Leon Bobrowski .<\/td>\n<\/tr>\n
9\/99-02\/00<\/b><\/td>\nUniversity of Karlsruhe<\/a> , Germany and Daimler Chrysler Research and Technology<\/a> , Machine Learning Department, Ulm, Germany
\nGuest Researcher:<\/em> Developed and evaluated a computationally efficient evolutionary algorithm for induction of decision rules using multivariate discretization. <\/em>The research stay was suported by Deutscher Akademischer Austuaschdienst (DAAD)<\/a> .<\/td>\n<\/tr>\n
7\/96 – 9\/96<\/b><\/td>\nCentrum voor Wiskunde en Informatica (CWI)<\/a> , Amsterdam, Holland.
\nGuest Researcher:<\/i> Worked on implementation of Genetic Algorithms in Manifold distributed programming environment. <\/td>\n<\/tr>\n
Research Interests<\/b><\/td>\nSolution of important data minging problems such as classfication, clustering and data visualization using global optimization (e.g evolutionary) algorithms. Development of the efficient parallel formulations of these algorithms.<\/td>\n<\/tr>\n
 <\/td>\nThe focus of my research interests is in application of global search methods, especially evolutionary algorithms<\/a> to the important problems in data mining<\/a> and machine learning<\/a> . Existing techniques usually use simple heuristics e.g. decision tree learning algorithms employ greedy 'divide and conquer’ approach. I am trying to develop methods, which will increase the quality of obtained solutions while maintaining reasonable computational complexity. The main problem I investigate is the induction of decision rules. Since evolutionary algorithms have very high computational complexity I am  developing  parallel formulations of these algorithms. <\/td>\n<\/tr>\n
Teaching Experience<\/b><\/td>\n <\/td>\n<\/tr>\n
9\/04 – present<\/td>\nFaculty of Computer Science, Bia\u0142ystok Technical University, Bialystok, Poland, Assistant Professor. Lectures of Operating Systems I, Operating Systems II and Design of  Application Systems (Windows GUI Programming)<\/td>\n<\/tr>\n
10\/96 – present<\/b><\/td>\nInstitute of Computer Science, Bialystok University of Technology, Bialystok, Poland Teaching and Research Assistant:<\/i> Assisted in teaching several courses including: Models and Algorithms in Statistics, Algorithms and Data Structures, Applied Multivariate Analysis, Object Oriented Programming, Design of  Application Systems.<\/td>\n<\/tr>\n
10\/94-6\/96<\/b><\/td>\nTechnical University of Bia\u00b3ystok, Bia\u00b3ystok, Poland
\nCandidate Teaching Assistant<\/i>: Assisted in teaching two courses: Theory of Graphs and Combinations, Algorithms and Data Structures.<\/td>\n<\/tr>\n
Honors:<\/b><\/td>\nAward of the President of the Bialystok University of Technology for very good achievements during M.Sc. studies (honored four times)Gold Award in the Primus inter Pares<\/i> contest organized by the Polish Society of Students, Bialystok Branch.<\/p>\n

 <\/td>\n<\/tr>\n

Personal<\/b><\/td>\nMarried, one child, Born October 3, 1972, Bialystok, Poland. <\/td>\n<\/tr>\n
Languages<\/b><\/td>\nEnglish, elementary Russian.<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/div>\n","protected":false},"excerpt":{"rendered":"

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