Matti Vihola
Matti Vihola publishes mostly in Artificial Intelligence, Statistics and Probability and Mathematical Physics, on topics such as Markov Chains and Monte Carlo Methods, Bayesian Methods and Mixture Models and Target Tracking and Data Fusion in Sensor Networks.
- World rank
- #1,635,409 of 7,710,434 ranked researchers
- Rank in Finland
- #9,941 of 37,370
- Works
- 74
- Citations
- 1k
- Citations per work
- 13.5
What does Matti Vihola research?
Matti Vihola's work is mostly in Computer Science (37%), Mathematics (36%), Decision Sciences (4%).
Their six largest subfields, inside their fields and domains; the grey slice is everything else they publish. The interactive view splits every one of their works down to single topics.
The fields and subfields, with their numbers
- Physical Sciences5574.4%
- Computer Science2736.7%
- Mathematics2635.6%
- Physics and Astronomy22.1%
- Everything else1621.9%
- Social Sciences33.7%
- Decision Sciences33.7%
- 1Artificial Intelligence35% of their works
- 2Statistics and Probability31% of their works
- 3Mathematical Physics4% of their works
- 4Management Science and Operations Research4% of their works
- 5Computational Theory and Mathematics2% of their works
- 6Condensed Matter Physics2% of their works
Research topics
- Markov Chains and Monte Carlo Methods
- Bayesian Methods and Mixture Models
- Target Tracking and Data Fusion in Sensor Networks
- Statistical Methods and Inference
- Gaussian Processes and Bayesian Inference
- Stochastic processes and statistical mechanics
- Statistical Methods and Bayesian Inference
- Theoretical and Computational Physics
Which keywords describe Matti Vihola's research?
The keywords of their largest research topics: Model Selection, Bayesian Inference, Bayesian Monte Carlo, Markov Chain, Variational Inference, Clustering, Mixture Models and Nonlinear Estimation.
- Critical Phenomena
- Bayesian Modeling
- Machine Learning
- Gaussian Processes
- Regularization
- Nonlinear Estimation
- Clustering
- Markov Chain
- Bayesian Inference
- Model Selection
- Bayesian Monte Carlo
- Variational Inference
- Mixture Models
- Particle Filters
- Variable Selection
- Interacting Particle Systems
- Scaling Limits
- Multiple Imputation
- Phase Transitions
Size is their works in the topics tagged with each word, from their 8 largest topics. Each links to the topic it comes from most.
All 19 words, with their numbers
- Model Selection522 topics
- Bayesian Inference513 topics
- Bayesian Monte Carlo401 topic
- Markov Chain401 topic
- Variational Inference382 topics
- Clustering301 topic
- Mixture Models301 topic
- Nonlinear Estimation131 topic
- Particle Filters131 topic
- Regularization121 topic
- Variable Selection121 topic
- Gaussian Processes81 topic
- Interacting Particle Systems81 topic
- Machine Learning81 topic
- Scaling Limits81 topic
- Bayesian Modeling61 topic
- Multiple Imputation61 topic
- Critical Phenomena41 topic
- Phase Transitions41 topic
Where does Matti Vihola work?
Matti Vihola's main affiliation in the publication record is University of Jyväskylä, Finland.
How many publications and citations does Matti Vihola have?
OpenAlex counts 74 works and 1,002 citations for Matti Vihola, an h-index of 14, ranking #1,635,409 of 7,710,434 researchers worldwide on the quality score.
Ranked on field-normalised excellence (50%), output (30%) and citations (20%). Counts come from OpenAlex author records, which occasionally merge different people who share a name or split one person into several.
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