| [Krisztian Buza's homepage] | [Magyarul] |
| Basic information | |
| Lecturer: | Krisztian Buza |
| E-Mail: | buza (at) cs (dot) bme (dot) hu |
| When? Where? | Monday, 8:30am-10:00am, QB104, every week |
| (without break) and | |
| Thursday 10:15am-12:00am, T601, odd weeks (once in 14 days) | |
| Exercises: | Thursday, 8:30am-10:00am, R4M (without break, 2 groups) |
| Requirements | |
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Requirements (PDF, in Hungarian) Tests: 1. Test -- Monday, 26th March, 8:30am-10:00am, Q.B.104. RESULTS HERE You can have a look at your test's corrections on tuesday, the 3rd April, at the Department of Computer Science, 2nd floor, room I.E.2.17.3. 2. Test -- Monday, 23th April, 8:30am-10:00am, Q.B.104. RESULTS HERE You can have a look at your test's corrections on thursday, the 26rd April, at the Department of Computer Science, 2nd floor, room I.E.2.17.3. RESULTS OF THE 1st FETCH-IN TEST ("pót ZH") RESULTS OF THE 2nd FETCH-IN TEST ("pót ZH") You can make an appointment in order to have a look at your fetch-in test's corrections. This appointment can not be later than the 11th May, 2012. RESULTS OF THE FETCH-IN-FETCH-IN TEST ("ppZH") |
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| Slides | |
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On the webpage of this book: http://www-users.cs.umn.edu/~kumar/dmbook/index.php About Hough Transform: http://www.ismll.uni-hildesheim.de/lehre/ip-08w/script/imageanalysis-2up-06-line-recognition.pdf Matrix factorisation (in Hungarian) http://cs.bme.hu/~buza/edu/dm_techn/matrix_faktorizacio.pdf Java Basics (in Hungarian) http://cs.bme.hu/~buza/edu/dm_techn/java_alapok-public.pdf Tutorial Exercises (in Hungarian) http://cs.bme.hu/~buza/edu/dm_techn/dm_feladatok.pdf Tutorial Exercises 2 (in Hungarian) http://cs.bme.hu/~buza/edu/dm_techn/Adatb_gyak2.pdf |
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| Google Calendar | |
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Tentative schedule of the events related to this course (in Hungarian):
https://www.google.com/calendar/embed?src=hk71oktq84kdu8n76hcec57qbk%40group.calendar.google.com&ctz=Europe/Budapest |
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| Exercises | |
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Exercise 1 (in Hungarian) Exercise 2 (in Hungarian) Exercise 4 (in Hungarian) | |
| Small Homeworks | |
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Small Homework 1 (in Hungarian) Small Homework 2 (in Hungarian) Small Homework 3 (in Hungarian) | |
| 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 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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| Similar lecture | |
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Data Mining Algorithms | |
| Project Topics for Students (BSc & MSc thesis, etc.) | |
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Project Topics for Students (MSc and BSc thesis, etc.) [in Hungarian] | |