Sami Sieranoja
- Artificial Intelligence top 2%
- Computer Vision and Pattern Recognition top 5%
- Signal Processing top 5%
- Statistical and Nonlinear Physics top 5%
- Information Systems top 10%
- Co-authors
- Pasi FräntiKatja WikströmTiina Laatikainen
- Topics
- Advanced Clustering Algorithms Research (7 papers)Complex Network Analysis Techniques (4 papers)Data Management and Algorithms (3 papers)
In The Last Decade
Sami Sieranoja
10 papers receiving 722 citations
Hit Papers
Peers
Comparison fields: 5 of 114
- Artificial Intelligence 483
- Computer Vision and Pattern Recognition 202
- Signal Processing 149
- Statistical and Nonlinear Physics 112
- Information Systems 102
Countries citing papers authored by Sami Sieranoja
This map shows the geographic impact of Sami Sieranoja's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Sami Sieranoja with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Sami Sieranoja more than expected).
Fields of papers citing papers by Sami Sieranoja
This network shows the impact of papers produced by Sami Sieranoja. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Sami Sieranoja. The network helps show where Sami Sieranoja may publish in the future.
Co-authorship network of co-authors of Sami Sieranoja
This figure shows the co-authorship network connecting the top 25 collaborators of Sami Sieranoja. A scholar is included among the top collaborators of Sami Sieranoja based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Sami Sieranoja. Sami Sieranoja is excluded from the visualization to improve readability, since they are connected to all nodes in the network.
All Works
| # | Work | Indexed citations |
|---|---|---|
| 1 | 0 | |
| 2 | 0 | |
| 3 | 0 | |
| 4 | 1 | |
| 5 | 8 | |
| 6 | 3 | |
| 7 | 16 | |
| 8 | 25 | |
| 9 | 60 | |
| 10 | How much can k-means be improved by using better initialization and repeats?breakdown → | 302 |
| 11 | 7 | |
| 12 | K-means properties on six clustering benchmark datasetsbreakdown → | 319 |
| 13 | 7 |
About Sami Sieranoja
Sami Sieranoja is a scholar working on Signal Processing, Statistical and Nonlinear Physics and Computer Graphics and Computer-Aided Design, having authored 13 papers that have together received 748 indexed citations. Recurring topics across this work include Advanced Clustering Algorithms Research (7 papers), Complex Network Analysis Techniques (4 papers) and Data Management and Algorithms (3 papers). The work is most often cited by research in Artificial Intelligence (483 citations), Signal Processing (149 citations) and Computer Vision and Pattern Recognition (202 citations). Sami Sieranoja has collaborated with scholars based in Finland and Germany. Frequent co-authors include Pasi Fränti, Katja Wikström and Tiina Laatikainen. Their work appears in journals such as Scientific Reports, Pattern Recognition and Pattern Recognition Letters.
Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.