| [Krisztian Buza's homepage] | [Magyarul] |
| Basic information | |
| Lecturer: | Krisztian Buza |
| E-Mail: | buza (at) cs (dot) bme (dot) hu |
| Where? | I.B. 134 |
| When? | Tuesday and Thursday 12:15pm - 13:45pm |
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| Recommended Readings | |
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Pang-Ning Tan, Michael Steinbach, Vipin Kumar: Introduction to Data Mining (book+slides) http://www-users.cs.umn.edu/~kumar/dmbook/index.php Bodon Ferenc: Adatbányászati algoritmusok http://www.cs.bme.hu/~bodon/magyar/adatbanyaszat/tanulmany/index.html K. Buza: Fusion Methods for Time-Series Classification (Only Sections 2.2.1, 2.2.2, 2.3.2) http://www.ismll.uni-hildesheim.de/pub/pdfs/Buza_thesis.pdf P. Christen: Automatic record linkage using seeded nearest neighbour and support vector machines KDD, 2008 http://citeseerx.ist.psu.edu/viewdoc/download?doi=10.1.1.133.1107&rep=rep1&type=pdf M. Radovanovic, A. Nanopoulos, M. Ivanovic: Hubs in Space: Popular Nearest Neighbors in High-Dimensional Data JMLR, Vol. 11, 2010 http://jmlr.csail.mit.edu/papers/volume11/radovanovic10a/radovanovic10a.pdf T. Dietterich: Ensemble methods in machine learning Multiple classifier systems, Springer, 2000 http://citeseerx.ist.psu.edu/viewdoc/download?doi=10.1.1.34.4718&rep=rep1&type=pdf |
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| Exercises | |
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Exercises (in Hungarian) | |
| Exam topics | |
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Exam topics (in Hungarian) | |
| Project Topics for Students (BSc & MSc thesis, etc.) | |
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Project Topics for Students (MSc and BSc thesis, etc.) [in Hungarian] | |