Sami Sieranoja

Publication Activity (10 Years)

Years Active: 2016-2022
Publications (10 Years): 9

Top Topics

Constrained Clustering

Cluster Centers

Density Estimation

Top Venues

Pattern Recognit.

ACM J. Exp. Algorithmics

Publications

Sami Sieranoja, Pasi Fränti
Adapting k-means for graph clustering. Knowl. Inf. Syst. 64 (1) (2022)
Pasi Fränti, Sami Sieranoja
How much can k-means be improved by using better initialization and repeats? Pattern Recognit. 93 (2019)
Sami Sieranoja, Pasi Fränti
Fast and general density peaks clustering. Pattern Recognit. Lett. 128 (2019)
Pasi Fränti, Sami Sieranoja
Dimensionally Distributed Density Estimation. ICAISC (2) (2018)
Sami Sieranoja, Pasi Fränti
Random Projection for k-means Clustering. ICAISC (1) (2018)
Sami Sieranoja, Pasi Fränti
Fast random pair divisive construction of kNN graph using generic distance measures. ICBDC (2018)
Sami Sieranoja, Pasi Fränti
NN-Graph Using a Z-Order Curve. ACM J. Exp. Algorithmics 23 (2018)
Pasi Fränti, Sami Sieranoja
K-means properties on six clustering benchmark datasets. Appl. Intell. 48 (12) (2018)
Sami Sieranoja, Tomi Kinnunen, Pasi Fränti
GPS Trajectory Biometrics: From Where You Were to How You Move. S+SSPR (2016)