Teemu Roos
Impact in
- Signal Processing top 2%
- Speech and Audio Processing
- Ocean Engineering top 1%
- Underwater Vehicles and Communication Systems
Papers in
-
- Bayesian Modeling and Causal Inference 15
- Bayesian Methods and Mixture Models 11
- Machine Learning and Algorithms 6
- Algorithms and Data Compression 5
- Co-authors
- Petri Myllymäki (26 shared papers)Kirsi Tirri (10 shared papers)J. Rissanen (7 shared papers)Tomi Silander (6 shared papers)Aqsa Saeed Qureshi (1 shared paper)Petri Kontkanen (5 shared papers)Peter Grünwald (4 shared papers)Sotiris K. Tasoulis (5 shared papers)
- Journals
- International Journal of Approximate Reasoning (2 papers)Digital Scholarship in the Humanities (2 papers)Journal of Machine Learning Research (2 papers)Scientific Reports (1 paper)IEEE Transactions on Mobile Computing (1 paper)
- Partner nations
- FinlandUnited StatesUnited Kingdom
In The Last Decade
Teemu Roos
57 papers receiving 1.5k citations
Teemu Roos's Hit Papers
Peers
Comparison fields: 5 of 123
- Signal Processing 417
- Ocean Engineering 392
- Computer Networks and Communications 428
- Electrical and Electronic Engineering 906
- Artificial Intelligence 444
Countries citing papers authored by Teemu Roos
This map shows the geographic impact of Teemu Roos'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 Teemu Roos with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Teemu Roos more than expected).
Fields of papers citing papers by Teemu Roos
This network shows the impact of papers produced by Teemu Roos. 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 Teemu Roos. The network helps show where Teemu Roos may publish in the future.
Co-authors
The 25 scholars most cited alongside Teemu Roos, 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 64 papers — load more, or switch the sort, to bring in the rest.
| # | Work | ||
|---|---|---|---|
| 1 | A Probabilistic Approach to WLAN User Location Estimation Hit paper breakdown → | 2002 | 659 |
| 2 | 2002 | 228 | |
| 3 | 2005 | 80 | |
| 4 | 2014 | 74 | |
| 5 | 2005 | 50 | |
| 6 | 2022 | 50 | |
| 7 | 2011 | 36 | |
| 8 | 2009 | 36 | |
| 9 | Factorized normalized maximum likelihood criterion for learning Bayesian network structures | 2008 | 31 |
| 10 | 2009 | 30 | |
| 11 | 2020 | 28 | |
| 12 | 2015 | 27 | |
| 13 | 2008 | 25 | |
| 14 | 2010 | 24 | |
| 15 | 2007 | 21 | |
| 16 | 2013 | 17 | |
| 17 | 2020 | 16 | |
| 18 | 2009 | 15 | |
| 19 | 2016 | 11 | |
| 20 | 2014 | 11 |
About Teemu Roos
Teemu Roos is a scholar working on Artificial Intelligence, Computer Vision and Pattern Recognition, Signal Processing, Statistics and Probability and Molecular Biology, having authored 64 papers that have together received 1.6k indexed citations. Recurring topics across this work include Bayesian Modeling and Causal Inference (15 papers), Bayesian Methods and Mixture Models (11 papers), Statistical Methods and Inference (7 papers), Genomics and Phylogenetic Studies (6 papers), Machine Learning and Algorithms (6 papers), Algorithms and Data Compression (5 papers), Data Quality and Management (4 papers) and Indoor and Outdoor Localization Technologies (4 papers). The work is most often cited by research in Signal Processing (417 citations), Ocean Engineering (392 citations), Computer Networks and Communications (428 citations), Electrical and Electronic Engineering (906 citations) and Artificial Intelligence (444 citations). Teemu Roos has collaborated with scholars based in Finland, United States and United Kingdom. Frequent co-authors include Petri Myllymäki, Kirsi Tirri, J. Rissanen, Tomi Silander, Aqsa Saeed Qureshi, Petri Kontkanen, Peter Grünwald, Sotiris K. Tasoulis, Antti Oulasvirta and Janne Lindqvist. Their work appears in journals such as International Journal of Approximate Reasoning, Digital Scholarship in the Humanities, Journal of Machine Learning Research, Scientific Reports and IEEE Transactions on Mobile Computing.
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.