Sami Sieranoja

Artificial Intelligence · 2018–2019

A researcher in the Science corpus: 2 papers; trusts 19 researchers and is trusted by 1 researcher here, as inferred from the citation graph.

Subfields

• Artificial Intelligence — 21 citations into it; #31,941 of 35,345 by trust here, #32,362 by citations
• Computer Vision and Pattern Recognition — 15 citations into it; #19,610 of 21,575 by trust here, #20,271 by citations
• Signal Processing — 13 citations into it
• Algorithms & Complexity — 5 citations into it
• Statistics and Probability — 5 citations into it

Whom Sami Sieranoja trusts overall

Their strongest outbound trust, strongest first, inferred from their citations.

1. Anil K. Jain
2. Ulrike von Luxburg
3. Teofilo F. Gonzalez
4. Michael S. Steinbach
5. Daniel Boley
6. Pasi Fränti
7. David Arthur
8. Maria-Florina Balcan
9. M. Emre Celebi
10. Sergei Vassilvitskii

Who trusts Sami Sieranoja overall

1. Pasi Fränti

Papers from Sami Sieranoja's perspective

Ordered by how strongly the researchers Sami Sieranoja trusts endorse each paper. Same corpus, a different order for every researcher.

1. Pattern classification and scene analysis
2. Some methods for classification and analysis of multivariate observations
3. Clustering to Minimize the Maximum Intercluster Distance
4. A local search approximation algorithm for k-means clustering (SCG '02)
5. Adaptive Control Processes: A Guided Tour
6. X-means: Extending K-means with Efficient Estimation of the Number of Clusters
7. The global k-means clustering algorithm (Pattern Recognition)
8. Deep Residual Learning for Image Recognition (Computer Vision and Pattern Recognition)
9. An Algorithm for Vector Quantizer Design
10. A Comparison of Document Clustering Techniques

Their papers

• How much can k-means be improved by using better initialization and repeats? (2019) — 418 citations
• K-means properties on six clustering benchmark datasets (2018) — 472 citations