Olli Simula
Impact in
- Artificial Intelligence top 1%
- Machine Learning and ELM
- Neural Networks and Applications
- Domain Adaptation and Few-Shot Learning
- Signal Processing top 5%
- Blind Source Separation Techniques
Papers in
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- Neural Networks and Applications 23
- Machine Learning and ELM 4
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- Blind Source Separation Techniques 9
- Digital Filter Design and Implementation 4
- Co-authors
- Amaury Lendasse (9 shared papers)Yoan Miché (5 shared papers)Patrick Bas (5 shared papers)Erkki Oja (3 shared papers)Jari Kangas (2 shared papers)Ari Visa (5 shared papers)Teuvo Kohonen (4 shared papers)Christian Jutten (4 shared papers)
In The Last Decade
Olli Simula
51 papers receiving 1.8k citations
Olli Simula's Hit Papers
Peers
Comparison fields: 5 of 141
- Artificial Intelligence 1.3k
- Signal Processing 176
- Computer Vision and Pattern Recognition 327
- Control and Systems Engineering 284
- Environmental Engineering 118
Countries citing papers authored by Olli Simula
This map shows the geographic impact of Olli Simula'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 Olli Simula with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Olli Simula more than expected).
Fields of papers citing papers by Olli Simula
This network shows the impact of papers produced by Olli Simula. 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 Olli Simula. The network helps show where Olli Simula may publish in the future.
Co-authors
The 25 scholars most cited alongside Olli Simula, 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 58 papers — load more, or switch the sort, to bring in the rest.
| # | Work | ||
|---|---|---|---|
| 1 | Engineering applications of the self-organizing map Hit paper breakdown → | 1996 | 598 |
| 2 | OP-ELM: Optimally Pruned Extreme Learning Machine Hit paper breakdown → | 2009 | 597 |
| 3 | 2011 | 179 | |
| 4 | 1999 | 145 | |
| 5 | 2007 | 53 | |
| 6 | 2005 | 52 | |
| 7 | A methodology for Building Regression Models using Extreme Learning Machine: OP-ELM | 2008 | 48 |
| 8 | 1990 | 35 | |
| 9 | The Self-Organizing Map in Industry Analysis | 1999 | 24 |
| 10 | 2002 | 23 | |
| 11 | 2001 | 21 | |
| 12 | 1991 | 21 | |
| 13 | Process Monitoring and Visualization Using Self-Organizing Maps | 1995 | 20 |
| 14 | Analysis and Modeling of Complex Systems Using the Self-Organizing Map | 1999 | 19 |
| 15 | Enhancing SOM Based Data Visualization | 1998 | 16 |
| 16 | 1991 | 15 | |
| 17 | Ensemble Modeling with a Constrained Linear System of Leave-One-Out Outputs | 2010 | 9 |
| 18 | 1998 | 9 | |
| 19 | Analysis of Complex Systems Using the Self-Organizing Map | 1997 | 8 |
| 20 | 2003 | 8 |
About Olli Simula
Olli Simula is a scholar working on Artificial Intelligence, Signal Processing, Computer Vision and Pattern Recognition, Computer Networks and Communications and Control and Systems Engineering, having authored 58 papers that have together received 2.0k indexed citations. Recurring topics across this work include Neural Networks and Applications (23 papers), Blind Source Separation Techniques (9 papers), Face and Expression Recognition (4 papers), Spectroscopy and Chemometric Analyses (4 papers), Industrial Technology and Control Systems (4 papers), Machine Learning and ELM (4 papers), Digital Filter Design and Implementation (4 papers) and Water Quality Monitoring and Analysis (4 papers). The work is most often cited by research in Artificial Intelligence (1.3k citations), Signal Processing (176 citations), Computer Vision and Pattern Recognition (327 citations), Control and Systems Engineering (284 citations) and Environmental Engineering (118 citations). Olli Simula has collaborated with scholars based in Finland, Belgium and France. Frequent co-authors include Amaury Lendasse, Yoan Miché, Patrick Bas, Erkki Oja, Jari Kangas, Ari Visa, Teuvo Kohonen, Christian Jutten, Juha Vesanto and Esa Alhoniemi. Their work appears in journals such as Neurocomputing, Proceedings of the IEEE, Electronics Letters, Journal of Chemometrics and IEEE Transactions on Wireless Communications.
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.