Some of the
classes/labs I have taught during my graduate studies:
I have given
also several tutorials on the area of
temporal
data-mining
and
time-series analytics:
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"Temporal
Data-Mining", M. Vlachos, S. Papadimitriou
University of Maine, Department of Spatial Information, June
2008
- Interdisciplinary Summer Institute with graduate students
- 3.5 hour tutorial with advanced applications on weblog mining,
stream mining and graph mining
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"Hands-On
Time-Series Analysis with Matlab", M. Vlachos, S.
Papadimitriou
International Conference on Data-Mining (ICDM), Hong-Kong, 2006
-
http://www.cs.ucr.edu/~mvlachos/ICDM06
- 3.5 hour tutorial covering time-series compression, advanced
indexing and search techniques
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"A
Practical Time Series Tutorial with Matlab", M. Vlachos
European Conference of Practices in Knowledge and Data Discovery
(PKDD), Porto, Portugal, 2005
-
http://www.cs.ucr.edu/~mvlachos/PKDD05
- 3 hour tutorial on the areas of dimensionality reduction,
orthonormal transformations, search, indexing data structures,
clustering/classification and applications |
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