Concepedia

Sami Sieranoja

SS

9

Publications

1.1K

Citations

9

H-Index

2018

Active since

Affiliations

University of Eastern Finland(Current)

Finland University

Sami Sieranoja is an author at University of Eastern Finland specializing in data mining, data science, and knowledge discovery.

Top concepts

Data MiningEngineeringData ScienceKnowledge DiscoveryComputer SciencePattern RecognitionStatisticsCluster ComputingBusinessGraph Theory

Publications per year

2018–2024

9

Publications

9

K-means properties on six clustering benchmark datasets

Pasi Fränti, Sami Sieranoja · Applied Intelligence · 2018 · 496 citations

Cluster Computing, Document Clustering, Engineering +7

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

Pasi Fränti, Sami Sieranoja · Pattern Recognition · 2019 · 434 citations · Full text

Cluster Computing, Document Clustering, Image Analysis +15

Fast and general density peaks clustering

Sami Sieranoja, Pasi Fränti · Pattern Recognition Letters · 2019 · 84 citations · Full text

Cluster Computing, Engineering, Delta Calculation +16

Adapting k-means for graph clustering

Sami Sieranoja, Pasi Fränti · Knowledge and Information Systems · 2021 · 45 citations · Full text

Search Optimization, Engineering, Network Analysis +17

Clustering Diagnoses From 58 Million Patient Visits in Finland Between 2015 and 2018

Pasi Fränti, Sami Sieranoja, Katja Wikström et al. · JMIR Medical Informatics · 2022 · 24 citations · Full text

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