Sami Sieranoja

According to our database, Sami Sieranoja authored at least 11 papers between 2016 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of five.

2025

Fast agglomerative clustering using approximate traveling salesman solutions.

Sami Sieranoja, Pasi Fränti

J. Big Data, December, 2025

Emotional response to music: the Emotify + dataset.

Abigail Wiafe, Sami Sieranoja, Abedin Bhuiyan, Pasi Fränti

EURASIP J. Audio Speech Music. Process., December, 2025

2022

Adapting k-means for graph clustering.

Sami Sieranoja, Pasi Fränti

Knowl. Inf. Syst., 2022

2019

Fast and general density peaks clustering.

Sami Sieranoja, Pasi Fränti

Pattern Recognit. Lett., 2019

How much can k-means be improved by using better initialization and repeats?

Pasi Fränti, Sami Sieranoja

Pattern Recognit., 2019

2018

Constructing a High-Dimensional <i>k</i>NN-Graph Using a Z-Order Curve.

Sami Sieranoja, Pasi Fränti

ACM J. Exp. Algorithmics, 2018

K-means properties on six clustering benchmark datasets.

Pasi Fränti, Sami Sieranoja

Appl. Intell., 2018

Fast random pair divisive construction of kNN graph using generic distance measures.

Sami Sieranoja, Pasi Fränti

Proceedings of the 2018 International Conference on Big Data and Computing, 2018

Random Projection for k-means Clustering.

Sami Sieranoja, Pasi Fränti

Proceedings of the Artificial Intelligence and Soft Computing, 2018

Dimensionally Distributed Density Estimation.

Pasi Fränti, Sami Sieranoja

Proceedings of the Artificial Intelligence and Soft Computing, 2018

2016

GPS Trajectory Biometrics: From Where You Were to How You Move.

Sami Sieranoja, Tomi Kinnunen, Pasi Fränti

Proceedings of the Structural, Syntactic, and Statistical Pattern Recognition, 2016