Concepedia

Pasi Fränti

PF

107

Publications

6.1K

Citations

40

H-Index

1993

Active since

Affiliations

University of Eastern Finland(Current)

Joensuu Science Park

University of Turku

Finland University

Turku Centre for Computer Science

Pasi Fränti is an author at University of Eastern Finland specializing in engineering, data science, and computer science.

Top concepts

EngineeringComputer ScienceData ScienceData MiningPattern RecognitionKnowledge DiscoveryCluster ComputingImage AnalysisMachine LearningSignal Processing

Publications per year

1993–2024

107

Publications

107

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

Outlier detection using k-nearest neighbour graph

Ville Hautamäki, Ismo Kärkkäinen, Pasi Fränti · Proceedings of the 17th International Conference on Pattern Recognition, 2004. ICPR 2004. · 2004 · 346 citations

Anomaly Detection, Graph Theory, Data Science +12

Iterative shrinking method for clustering problems

Pasi Fränti, Olli Virmajoki · Pattern Recognition · 2005 · 338 citations

Cluster Computing, Document Clustering, Engineering +3

Fast Agglomerative Clustering Using a k-Nearest Neighbor Graph

Pasi Fränti, Olli Virmajoki, Ville Hautamäki · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2006 · 307 citations

Cluster Computing, Engineering, Machine Learning +17

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