Sami Sieranoja, M.Sc.
Early Stage Researcher, PhD Student

Address:
University of Eastern Finland
School of Computing
Sami Sieranoja
Office TB357, Science Park
Joensuu, Finland
Phone: +358-(0)405929966
Email:
Group: Machine Learning


Publications

  1. P. Fränti and S. Sieranoja, "K-means properties on six clustering benchmark datasets.", Applied Intelligence (2017), 1-17, 2018. JF=1

     

  2. S. Sieranoja and P. Fränti, "Fast random pair divisive construction of kNN graph using generic distance measures", Int. Conf. on Big Data and Computing (ICBDC), Shenzhen, China, April 2018. JF=1

     

  3. P. Fränti and S. Sieranoja, "Dimensionally distributed density estimation", Int. Conf. Artificial Intelligence and Soft Computing (ICAISC), Zakopane, Poland, 343-353, June 2018. JF=1

     

  4. S. Sieranoja and P. Fränti, "Random projection for k-means clustering", Int. Conf. Artificial Intelligence and Soft Computing (ICAISC), Zakopane, Poland, 680-689, June 2018. JF=1

     

  5. S. Sieranoja, T. Kinnunen and P. Fränti, "GPS trajectory biometrics: from where you were to how you move", Joint Int. Workshop on Structural, Syntactic, and Statistical Pattern Recognition (S+SSPR 2016), Merida, Mexico, LNCS 10029, 450-460, November 2016. (pdf) (presentationJF=1

     

  6. S. Sieranoja and P. Fränti, "High dimensional kNN-graph construction using space filling curves", Master's thesis, University of Eastern Finland, School of Computing, 2015. (PDF)

     


Data

GPS biometrics data sets


Teaching

Clustering methods (exercises), University of Eastern Finland, Spring 2017.
Project work course, University of Eastern Finland, 2017-2018.
Design and analysis of algorithms (exercises), University of Eastern Finland, 2018.

Updated 18.9.2018