Papers to appear

33Benoit Frénay and Michel Verleysen. Parameter-insensitive kernel in extreme learning for non-linear support vector regression. Neurocomputing, to appear.
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32Francesco Corona, Amaury Lendasse, and Elia Liitiäinen. A boundary corrected expansion of the moments of nearest neighbor distributions. Random Structures and Algorithms, to appear.
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31Elena Czeizler, Eugen Czeizler, Bogdan Iancu, and Ion Petre. Quantitative refinement of reaction models. International Journal of Unconventional Computing, to appear. In Press.
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30Zhanxing Zhu, Timo Similä, and Francesco Corona. Supervised distance preserving projections. Neural Processing Letters, to appear. To appear.
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29Harri Haanpää, André Schumacher, and Pekka Orponen. Distributed algorithms for lifetime maximization in sensor networks via min-max spanning subgraphs. Wireless Networks, to appear.
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28S. Tuomela, V. Salo S. K. Tripathi, Z. Chen, K. Laurila, T. Äijö, B. Gupta, L. Oikari, B. Stockinger, H. Lähdesmäki, and R. Lahesmaa. Identification of early gene expression changes during human th17 cell differentiation. Blood, to appear.
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See bloodjournal.hematologylibrary.org ...
27S. Lehmusvaara, T. Erkkilä, A. Urbanucci, S. Jalava, J. Seppälä, A. Kaipia, P. Kujala, H. Lähdesmäki, T. L. J. Tammela, and T. Visakorpi. Goserelin and bicalutamide treatments alter the expression of micrornas in prostate. The Prostate, to appear.
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See onlinelibrary.wiley.com ...
26S. E. Jalava, A. Urbanucci, L. M. Latonen, K. K. Waltering, B. Sahu, O. A Jänne, J. Seppälä, H. Lähdesmäki, T. L. J. Tammela, and T. Visakorpi. Androgen-regulated mir-32 targets btg2 and is overexpressed in castration-resistant prostate cancer. Oncogene, to appear.
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See www.nature.com ...
25Benoît Frénay, Mark van Heeswijk, Yoan Miche, Michel Verleysen, and Amaury Lendasse. Feature selection for nonlinear models using extreme learning machines. Neurocomputing, to appear. accepted for presentation at International Symposium on Extreme Learning Machines.
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24He Zhang, Zhirong Yang, and Erkki Oja. Adaptive multiplicative updates for projective nonnegative matrix factorization. In Proceedings of 19th International Conference on Neural Information Processing (ICONIP 2012), Doha, Qatar, to appear. Springer.
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23Hannes Heikinheimo, Jilles Vreeken, Arno Siebes, and Heikki Mannila. Low-entropy set selection. In SIAM International Conference on Data Mining (SDM09), to appear.
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22Hannes Heikinheimo, Mikael Fortelius, Jussi Eronen, and Heikki Mannila. Clusterings should not be compared by visual inspection: response to Gagné & Proulx. Journal of Biogeography, to appear.
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21Mikko A. Uusitalo, Jaakko Peltonen, and Tapani Ryhänen. Machine learning: How it can help nanocomputing. Journal of Computational and Theoretical Nanoscience, to appear.
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20K. Cho, T. Raiko, and A. Ilin. Enhanced gradient for training restricted Boltzmann machines. Neural Computation, to appear. To appear.
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19Vassil Dimitrov and Kimmo Järvinen. Another look at inversions over binary fields. In Proceedings of the 21st IEEE International Symposium on Computer Arithmetic, ARITH 21. IEEE Computer Society, to appear.
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18Reza Azarderakhsh, Kimmo Järvinen, and Vassil Dimitrov. Fast inversion in with normal basis using hybrid-double multipliers. IEEE Transactions on Computers, to appear.
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See dx.doi.org ...
17Kari Kähkönen, Olli Saarikivi, and Keijo Heljanko. LCT: A parallel distributed testing tool for multithreaded Java programs. In Proceedings of the 11th International Workshop on Parallel and Distributed Methods in verifiCation (PDMC 2012), to appear.
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16Mari-Sanna Paukkeri, Alberto Pérez García-Plaza, Víctor Fresno, Raquel Martínez Unanue, and Timo Honkela. Learning a taxonomy from a set of text documents. Applied Soft Computing, to appear.
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15Jaakko J. Väyrynen, Tero Tapiovaara, Kimmo Kettunen, and Marcus Dobrinkat. Normalized compression distance as an automatic MT evaluation metric. In Proceedings of MT 25 years on, 21–22 Nov 2009 Cranfield, UK, to appear.
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14Janne Pylkkönen and Mikko Kurimo. Analysis of extended Baum-Welch and constrained optimization for discriminative training of HMMs. IEEE Transactions on Audio, Speech and Language Processing, to appear. Accepted for publication.
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13Hannu Pulakka, Ulpu Remes, Santeri Yrttiaho, Kalle Palomäki, Mikko Kurimo, and Paavo Alku. Bandwidth extension of telephone speech to low frequencies using sinusoidal synthesis and a Gaussian mixture model. IEEE Transactions on Audio, Speech and Language Processing, to appear. Accepted for publication.
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12Mikael Kuusela, Tommi Vatanen, Eric Malmi, Tapani Raiko, Timo Aaltonen, and Yoshikazu Nagai. Semi-supervised anomaly detection - towards model-independent searches of new physics. Journal of Physics: Conference Series, to appear.
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11Risto M. Hakala, Atle Kivelä, and Kaisa Nyberg. Estimating resistance against multidimensional linear attacks: An application on DEAN. In Information Security and Cryptology, 8th International Conference, Inscrypt 2012, Bejing, China, November 28-30, 2012, Proceedings, to appear.
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10John Dines, Hui Liang, Lakshmi Saheer, Matthew Gibson, William Byrne, Keiichiro Oura, Keiichi Tokuda, Junichi Yamagishi, Simon King, Mirjam Wester, Teemu Hirsimäki, Reima Karhila, and Mikko Kurimo. Personalising speech-to-speech translation: unsupervised cross-lingual speaker adaptation for hmm-based speech synthesis. Computer, Speech & Language, to appear. Accepted for publication.
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9M. Almeida, J. Bioucas-Dias, R. Vigário, and E. Oja. A comparison of algorithms for separation of synchronous subspaces. Bulletin of the Polish Academy of Sciences, to appear.
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8Dorota Głowacka, Tuukka Ruotsalo, Ksenia Konyushkova, Kumaripaba Athukorala, Samuel Kaski, and Giulio Jacucci. Directing exploratory search: Reinforcement learning from user interactions with keywords. In Proceedings of IUI'13, International Conference on Intelligent User Interfaces, to appear.
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7Siert Wieringa and Keijo Heljanko. Asynchronous multi-core incremental sat solving. In Tools and Algorithms for the Construction and Analysis of Systems (TACAS), to appear.
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6Krista Lagus, Tommi Vatanen, Oili Kettunen, Antti Heikkilä, Matti Heikkilä, Mika Pantzar, and Timo Honkela. Paths of wellbeing on self-organizing maps. In Proceedings of WSOM 2012, to appear.
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5Tommi Vatanen, Ilari T. Nieminen, Timo Honkela, Tapani Raiko, and Krista Lagus. Controlling self-organization and handling missing values in SOM and GTM. In Proceedings of WSOM 2012, to appear.
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4Mari-Sanna Paukkeri, Marja Ollikainen, and Timo Honkela. Assessing user-specific difficulty of documents. Information Processing & Management, to appear.
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See www.sciencedirect.com ...
3Xiang Gan, Jori Dubrovin, and Keijo Heljanko. A symbolic model checking approach to verifying satellite onboard software. In Proceedings of the 11th International Workshop on Automated Verification of Critical Systems (AVOCS 2011), to appear.
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2Yoan Miche, Meng-Hiot Lim, Rizky Medzseva, and Amaury Lendasse. Meme representations for game agents. World Wide Web - Internet and Web Information System, NA(NA):NA, to appear. Special Issue of ELM2012 Conference, accepted for publication.
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1Yoan Miche, Anton Akusok, József Hegedüs, Rui Nian, and Amaury Lendasse. A two-stage methodology using k-NN and false positive minimizing ELM for nominal data classification. Cognitive Computation, NA(NA):NA, to appear. Special Issue of ELM2012 Conference, accepted for publication.
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