Samuel Kaski
Impact in
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- Face and Expression Recognition
- Image Retrieval and Classification Techniques
- Data Visualization and Analytics
- Artificial Intelligence top 0.2%
- Neural Networks and Applications
- Advanced Text Analysis Techniques
Papers in
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- Neural Networks and Applications 42
- Bayesian Methods and Mixture Models 24
- Gaussian Processes and Bayesian Inference 20
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- Gene expression and cancer classification 50
- Bioinformatics and Genomic Networks 39
- Co-authors
- Teuvo Kohonen (26 shared papers)Krista Lagus (12 shared papers)Jarkko Venna (16 shared papers)Jaakko Peltonen (37 shared papers)Arto Klami (35 shared papers)Timo Honkela (12 shared papers)Jarkko Salojärvi (9 shared papers)Janne Sinkkonen (22 shared papers)
- Journals
- Bioinformatics (17 papers)BMC Bioinformatics (10 papers)Neurocomputing (6 papers)Machine Learning (5 papers)Journal of Machine Learning Research (5 papers)
- Partner nations
- FinlandUnited KingdomSweden
In The Last Decade
Samuel Kaski
277 papers receiving 6.8k citations
Samuel Kaski's Hit Papers
Peers
Comparison fields: 5 of 209
- Computer Vision and Pattern Recognition 2.1k
- Artificial Intelligence 3.2k
- Signal Processing 774
- Human-Computer Interaction 256
- Information Systems 963
Countries citing papers authored by Samuel Kaski
This map shows the geographic impact of Samuel Kaski'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 Samuel Kaski with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Samuel Kaski more than expected).
Fields of papers citing papers by Samuel Kaski
This network shows the impact of papers produced by Samuel Kaski. 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 Samuel Kaski. The network helps show where Samuel Kaski may publish in the future.
Co-authors
The 25 scholars most cited alongside Samuel Kaski, linked wherever they have co-authored with each other. Click a name or a connecting line to browse the papers they share.
All Works
Showing the 20 most-cited of 303 papers — load more, or switch the sort, to bring in the rest.
| # | Work | ||
|---|---|---|---|
| 1 | Self organization of a massive document collection Hit paper breakdown → | 2000 | 560 |
| 2 | 1998 | 293 | |
| 3 | 2002 | 228 | |
| 4 | Bibliography of Self-Organizing Map SOM) Papers: 1998-2001 Addendum | 2003 | 217 |
| 5 | Information Retrieval Perspective to Nonlinear Dimensionality Reduction for Data Visualization | 2010 | 185 |
| 6 | Bibliography of Self-Organizing Map (SOM) Papers: 1981-1997 | 1998 | 173 |
| 7 | 2006 | 147 | |
| 8 | Kohonen Maps | 1999 | 141 |
| 9 | 2002 | 122 | |
| 10 | Exploratory Data Analysis by the Self-Organizing Map: Structures of Welfare and Poverty in the World | 1996 | 118 |
| 11 | Self-organizing maps of document collections: A new approach to interactive exploration | 1996 | 111 |
| 12 | 2016 | 105 | |
| 13 | 1997 | 103 | |
| 14 | 2001 | 99 | |
| 15 | 2003 | 97 | |
| 16 | 2003 | 94 | |
| 17 | 2020 | 93 | |
| 18 | 1994 | 87 | |
| 19 | Bayesian Canonical correlation analysis | 2013 | 86 |
| 20 | Newsgroup Exploration with WEBSOM Method and Browsing Interface | 1996 | 86 |
About Samuel Kaski
Samuel Kaski is a scholar working on Artificial Intelligence, Molecular Biology, Computer Vision and Pattern Recognition, Information Systems and Computational Theory and Mathematics, having authored 303 papers that have together received 7.5k indexed citations. Recurring topics across this work include Gene expression and cancer classification (50 papers), Neural Networks and Applications (42 papers), Bioinformatics and Genomic Networks (39 papers), Image Retrieval and Classification Techniques (25 papers), Bayesian Methods and Mixture Models (24 papers), Gaussian Processes and Bayesian Inference (20 papers), Computational Drug Discovery Methods (19 papers) and Face and Expression Recognition (18 papers). The work is most often cited by research in Computer Vision and Pattern Recognition (2.1k citations), Artificial Intelligence (3.2k citations), Signal Processing (774 citations), Human-Computer Interaction (256 citations) and Information Systems (963 citations). Samuel Kaski has collaborated with scholars based in Finland, United Kingdom and Sweden. Frequent co-authors include Teuvo Kohonen, Krista Lagus, Jarkko Venna, Jaakko Peltonen, Arto Klami, Timo Honkela, Jarkko Salojärvi, Janne Sinkkonen, Merja Oja and Giulio Jacucci. Their work appears in journals such as Bioinformatics, BMC Bioinformatics, Neurocomputing, Machine Learning and Journal of Machine Learning Research.
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.