What I'm working on...
So, I guess for some strange reason you're actually interested
in what I'm working on... :)
Well, here goes...
I recieved my M. Sc. at the Helsinki University of Technology from the Department of Engineering Physics and
Mathematics. I'm starting my post-graduate studies and
working as a researcher at the Laboratory of Computer and
Information Science. There I've been working on various aspects
of adaptive classifier combining, currently with application to Online Recognition
of Handwritten Characters.
Teaching
In the fall I will also be working as the course
assistant with regard to the project work for
Tik-61.231 Principles of Pattern Recognition (Hahmontunnistuksen
perusteet)
In the spring 'll again be responsible for the course assignments of the course Tik-61.261 Principles of Neural Computing.
Research
Publications I've been involved in...
- Matti Aksela and Jorma Laaksonen,
Using diversity of errors for selecting members of a committee
classifier,
Pattern Recognition,
Vol. 39, Number 4, pp. 608-623, 2006.
- Matti Aksela and Jorma Laaksonen,
On Adaptive Confidences for
Critic-Driven Classifier Combining,
in Proceedings of ICAPR 2005, pp. 71-80, 2005.
- Matti Aksela.
Comparison of Classifier Selection Methods for Improving
Committee Performance, in Proceedings of MCS2003, pp. 84-93, 2003.
- Matti Aksela, Ramunas Girdziusas, Jorma Laaksonen, Erkki
Oja, Jari Kangas. Methods for adaptive combination of
classifiers with application to recognition of handwritten
characters, IJDAR Vol. 6 Number 1 (August 2003)
pp.23-41, 2003.
- Matti Aksela, Ramunas Girdziusas, Jorma Laaksonen, Erkki Oja, Jari
Kangas. Class-Confidence Critic Combining,
In Proceedings of IWFHR 8, pp. 201-206, 2002.
- Matti Aksela, Jorma Laaksonen, Erkki Oja, Jari
Kangas. Rejection methods for an adaptive
committee classifier, In Proceedings of ICDAR '01, pp. 982-986, 2001.
- Matti Aksela, Jorma Laaksonen, Erkki Oja, Jari
Kangas. Application of adaptive committee classifiers
in on-line character recognition
In Proceedings of ICAPR'01, pp. 270-279, 2001.
- Jorma Laaksonen, Vuokko Vuori, Matti Aksela, Erkki Oja, Jari
Kangas. Experiments with Adaptation
Methods in On-line Recognition of Isolated Latin
Characters. To appear in the book Cognitive and Neural Models
for Word Recognition and Document Processing. World
Scientific Press.
- Vuokko Vuori, Matti Aksela, Jorma Laaksonen, Erkki Oja, Jari
Kangas. Adaptive Character Recognizer for a
Hand-held device: Implementation and Evaluation Setup. In
Proceedings of IWFHR 7, pp 13-22, 2000.
- Matti Aksela. Handwritten Character
Recognition: A Palm-top Implementation and Adaptive Committee
Experiments, Master's Thesis, Helsinki University of
Technology, 2000.
- Jorma Laaksonen, Matti Aksela, Erkki Oja, Jari Kangas. Dynamically Expanding Context as Committee
Adaptation Method in On-Line Recognition of Handwritten Latin
Characters, In Proceedings of ICDAR
'99, pp. 796-799, 1999.
- Jorma Laaksonen, Matti Aksela. Erkki Oja, Jari Kangas. Adaptive Local Subspace Classifier in
on-line recognition of handwritten characters
In Proceedings of IJCNN '99, pp. 2812-2815, 1999.
Other stuff...
Matti Aksela