GPS Trajectory Biometrics: From Where You Were to How You Move. - Sami Sieranoja; Tomi Kinnunen; Pasi Fränti (S+SSPR, 2016)

Dimensionally Distributed Density Estimation. - Pasi Fränti; Sami Sieranoja (ICAISC (2), 2018)

Random Projection for k-means Clustering. - Sami Sieranoja; Pasi Fränti (ICAISC (1), 2018)

Fast random pair divisive construction of kNN graph using generic distance measures. - Sami Sieranoja; Pasi Fränti (ICBDC, 2018)

K-means properties on six clustering benchmark datasets. - Pasi Fränti; Sami Sieranoja (Appl. Intell., 2018)

Constructing a High-Dimensional kNN-Graph Using a Z-Order Curve. - Sami Sieranoja; Pasi Fränti (ACM J. Exp. Algorithmics, 2018)

How much can k-means be improved by using better initialization and repeats? - Pasi Fränti; Sami Sieranoja (Pattern Recognit., 2019)

Fast and general density peaks clustering. - Sami Sieranoja; Pasi Fränti (Pattern Recognit. Lett., 2019)

Adapting k-means for graph clustering. - Sami Sieranoja; Pasi Fränti (Knowl. Inf. Syst., 2022)

Emotional response to music: the Emotify + dataset. - Abigail Wiafe; Sami Sieranoja; Abedin Bhuiyan; Pasi Fränti (EURASIP J. Audio Speech Music. Process., 2025)

Fast agglomerative clustering using approximate traveling salesman solutions. - Sami Sieranoja; Pasi Fränti (J. Big Data, 2025)