Research output per year
Research output per year
PL 65 (Viikinkaari 1)
00014
Finland
Viikinkaari 1, Biocentre 3
00790 Helsinki
Finland
Research activity per year
My background is in signal processing, pattern recognition, and machine learning. Before starting to do bioinformatics, I was working with automatic speech recognition and neural networks at Neural Networks Research Centre, Helsinki University of Technology. Year 2005 I moved to Viikki campus of University of Helsinki. During 2005-2010 I did microarray data analysis including detection, gene expression, and array comparative genomic hybridization. Majority of that work was done with custom arrays where I did also the probe design. During that time I participated as a teacher in several microarray courses at UH and IT center CSC, and an Erasmus course in Italy. Year 2010 I joined Metapopulation Research Group to participate in a butterfly sequencing project. I have run NGS teaching courses both at the university and CSC in Finland, at University of Mauritius, Uppsala (Sweden), Cape Town (South Africa), and Bari (Italy). At the moment I am in Otso Ovaskainen's group working to build a taxonomic classifier for DNA data.
Being an engineer, I am interested in machine learning methods and Bayesian modeling. At the same time I am curious to understand biology better.
Research output: Contribution to journal › Article › Scientific › peer-review
Research output: Contribution to journal › Article › Scientific › peer-review
Research output: Contribution to journal › Article › Scientific › peer-review
Research output: Contribution to journal › Article › Scientific › peer-review
Research output: Contribution to journal › Article › Scientific › peer-review
Lehtonen, R., Ahola, V., Somervuo, P. J., Frilander, M., Auvinen, P., Paulin, L. & Holm, L.
02/02/2009 → 30/03/2013
Project: Research project
Panu Juhani Somervuo (Speaker: Presenter)
Activity: Participating in or organising an event types › Organisation and participation in conferences, workshops, courses, seminars
Panu Juhani Somervuo (Speaker: Presenter)
Activity: Participating in or organising an event types › Organisation and participation in conferences, workshops, courses, seminars
Panu Juhani Somervuo (Speaker: Presenter)
Activity: Participating in or organising an event types › Organisation and participation in conferences, workshops, courses, seminars
Panu Juhani Somervuo (Attendee)
Activity: Participating in or organising an event types › Organisation and participation in conferences, workshops, courses, seminars
Panu Juhani Somervuo (Visiting lecturer)
Activity: Visiting an external institution types › Academic visit to other institution