Jaakko Suutala

Research Scientist, M.Sc.(Eng.)
Graduate Student
Intelligent Systems Group
Department of Computer Science and Engineering
InfoTech Oulu
P.O. Box 4500, 90014 University of Oulu , Finland
tel. +358 8 553 2994, fax. +358 8 553 2612
Email: jaskaATeeDOTouluDOTfi

 

 

Research

My research mainly focuses on statistical machine learning, inference, and pattern recognition, especially applied to context-aware computing, human-computer interaction, and data mining. More broadly, I am interested in different aspects of building intelligent machines and systems with smart capabilities.

  • Machine Learning: Probabilistic Inference, Kernel Methods, Gaussian Processes, Bayesian Filtering, Structured Learning.

  • Pattern Recognition and Statistical Estimation: Biometrics, Activity Recognition, Object Recognition and Tracking, Audio and Speech Processing, Natural Language Processing.

  • Application domains: Context-aware Computing, Computer Vision, Human-Robot Interaction.

    (New!) Datasets collected for my (upcoming) doctoral thesis available here

    Publications

    Recent publications:

    (New!) Suutala J., Fujinami K., and Röning J. (2010) Persons Tracking with Gaussian Process Joint Particle Filtering, IEEE International Workshop on Machine Learning for Signal Processing (MLSP 2010), pp. 160-165. bibTex | full paper (ps) | full paper (pdf) | presentation (pdf) | demo video (avi) |

    (New!) Kätevä J., Laurinen P., Rautio T., Suutala J., Tuovinen L., Röning J. (2010) DBSA - A Device-Based Software Architecture for Data Mining, Proceedings of the 2010 ACM symposium on Applied Computing (SAC 2010). bibTex | full paper (pdf) |

     

    Full list of publications

     

    Resume

    Curriculum Vitae: ( ps | pdf) (updated 24.11.2010)

     

    Teaching

    Spring 2011: Operating Systems (521453A), Course assistant

     

    Links

    Daily Life Computing Research Group at Tokyo University of Agriculture and Technology

     

     

    Updated:04.01.2012