Publications by Joni Pajarinen

2011

5Joni Pajarinen, Jaakko Peltonen, and Mikko A. Uusitalo. Fault tolerant machine learning for nanoscale cognitive radio. Neurocomputing, 74(5):753 – 764, 2011.
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2010

4Joni Pajarinen, Jaakko Peltonen, Ari Hottinen, and Mikko Uusitalo. Efficient Planning in Large POMDPs through Policy Graph Based Factorized Approximations. In J. Balcázar, F. Bonchi, A. Gionis, and M. Sebag, editors, European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases, volume 6323 of Lecture Notes in Computer Science, pages 1–16. Springer Berlin / Heidelberg, 2010.
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2009

3Joni Pajarinen, Jaakko Peltonen, Mikko A. Uusitalo, and Ari Hottinen. Latent state models of primary user behavior for opportunistic spectrum access. In Proceedings of IEEE International Symposium on Personal, Indoor and Mobile Radio Communications, Tokyo, Japan, September 2009.
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2008

2Jaakko Peltonen, Mikko A. Uusitalo, and Joni Pajarinen. Nano-scale fault tolerant machine learning for cognitive radio. In Jose C. Principe, Deniz Erdogmus, and Tülay Adali, editors, Proceedings of IEEE International Workshop on Machine Learning for Signal Processing, pages 163–168, Cancún, Mexico, October 2008.
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2006

1Arttu Kuukankorpi, Joni Pajarinen, Christian Jalio, and Marko Nippula. Processing of data packets within a network element cluster, Oct 2006. US Patent 7130305.
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