Note: The research cited here is property of the respective authors or/and the funding academic institutions.
Kaski S, Sinkkonen J, Klami A: Discriminative clustering. Neurocomputing.
Kaski S, Nikkilä J, Sinkkonen J, Lahti L, Knuuttila J, Roos C: Associative clutering for exploring dependencies between functional genomics data sets. IEEE/ACM Transactions on Computational Biology and Bioinformatics. link
Sysi-Aho, Marko; Saramäki, Jari; Kertesz, J.; Kaski, Kimmo Spatial snowdrift game with myopic agents. European Physical Journal B, 2005. No. 44, pp. 129-135. Electronic publication link
Saramäki, J.; Onnela, J-P.; kertesz, J.; Kaski, K. Characterizing Motifs in Weighted Complex Networks. CNET 2004 - The Science of Complex Networks, Aveiro, Portugali, 29.8.-2.9.2004. New York 2005, American Institute of Physics, pp. 108-117.
Saramäki, Jari; Kaski, Kimmo Modelling the development of epidemics with dynamic small-world networks. Journal of Theoretical Biology, 2005. Vol. 234, pp. 413-421.
Evans, T. S.; Saramäki, J. Scale free networks from self-organisation. Physical Review E, 2005. No. 72, p. 026138. Electronic publication link
Sysi-Aho, Marko; Saramäki, Jari; Kaski, Kimmo. Invisible hand effect in an evolutionary minority game model. Physica A, 2005. Vol. 347, pp. 639-652.
Anne Patrikainen, Marina Meila. Spectral Clustering for Microsoft Netscan Data. Center of Statistics and Social Sciences Working Paper no. 47, University of Washington (2005). link
Matti Aksela and Jorma Laaksonen, On Adaptive Confidences for Critic-Driven Classifier Combining, in Proceedings of ICAPR 2005, pp. 71-80, 2005.
J. Särelä and H. Valpola, Denoising source separation, Journal of Machine Learning Research, vol. 6, pp. 233-272, 2005. link
M. Berg, J.-H. Schleimer, J. Särelä, and T. Honkela, Computing, Philosophy and Cognition, ch. Category learning by formation of regions in conceptual spaces, pp. 381-396. College publications, 2005.
J. Martikainen and S. J. Ovaska, Optimizing dynamical fuzzy systems using aging evolution strategies, in Proc. of the 9th IASTED International Conference on Artificial Intelligence and Soft Computing, Benidorm, Spain, 2005, pp. 5-10.
F. Esposito, T. Scarabino, A. Hyvärinen, J. Himberg, E. Formisano, S. Comani, G. Tedeschi, R. Goebel, E. Seifritz and F. Di Salle. Independent component analysis of fMRI group studies by self-organizing clustering. Neuroimage, 25:1(193-205)
