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90 | Philipp Grabher, Johann Grossschädl, Simon Hoerder, Kimmo Järvinen, Dan Page, Stefan Tillich, and Marcin Wójcik. An exploration of mechanisms for dynamic cryptographic instruction set extension. In Proceedings of the Workshop on Cryptographic Hardware and Embedded Systems 2011, CHES 2011, volume 6917 of Lecture Notes in Computer Science, pages 1–16. Springer-Verlag, 2011. |
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89 | Kimmo Järvinen. Elliptic curve cryptography on FPGAs: How fast can we go with a single chip? (Invited talk). In Proceedings of the 2011 International Conference on Engineering of Reconfigurable Systems and Algorithms, ERSA 2011, pages 118–127, 2011. |
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88 | Kimmo Järvinen. Optimized FPGA-based elliptic curve cryptography processor for high-speed applications. Integration, the VLSI Journal, 44(4):270–279, 2011. |
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87 | Andrea Röck and Kaisa Nyberg. Exploiting Linear Hull in Matsui's Algorithm 1. In The Seventh International Workshop on Coding and Cryptography, WCC 2011, April 11-15, 2011, Paris, France, 2011. |
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86 | Kaisa Nyberg. Cryptographic Nonlinearity (invited talk). In Reed-Muller Workshop, Tuusula, Finland, May 25-26, 2011, 2011. |
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85 | Joo Yeon Cho and Kaisa Nyberg. Improved linear cryptanalysis of SMS4 block cipher. In Symmetric Key Encryption Workshop 2011 (SKEW 2011) Lyngby, Denmark, 16-17 February 2011, 2011. |
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84 | Miia Hermelin and Kaisa Nyberg. Linear cryptanalysis using multiple linear approximations. In Pascal Junod and Anne Canteaut, editors, Advanced Linear Cryptanalysis of Block and Stream Ciphers. IOS Press, 2011. http://eprint.iacr.org/. |
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83 | B.H. Menze, K. Van Leemput, A. Honkela, E. Konukoglu, M.-A. Weber, N. Ayache, and P. Golland. A generative model for the image-based modeling of tumor growth. In Lecture Notes in Computer Science, pages 735–742, 2011. Proceedings of IPMI 2011, July 3-8, 2011, Irsee, Germany. |
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82 | M.R. Sabuncu and K. Van Leemput. The relevance voxel machine (RVoxM): A bayesian method for image-based prediction. In Lecture Notes in Computer Science, pages 99–106, 2011. Proceedings of MICCAI 2011, September 18-22, 2009, Toronto, Canada. |
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81 | B.J. Hanseeuw, K. Van Leemput, M. Kavec, C. Grandin, X. Seron, and A. Ivanoiu. Mild cognitive impairment: differential atrophy in the hippocampal subfields. American Journal of NeuroRadiology, 32(9):1658–1661, 2011. |
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80 | Orestis Kostakis, Joris Kinable, Hamed Mahmoudi, and Kimmo Mustonen. Improved call graph comparison using simulated annealing.. In Proceedings of 26th ACM Symposium On Applied Computing, pages 1516–1523, 2011. |
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79 | Joris Kinable and Orestis Kostakis. Malware Classification based on Call Graph Clustering. Journal in Computer Virology, 7(4):233–245, 2011. |
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78 | Orestis Kostakis, Panagiotis Papapetrou, and Jaakko Hollmén. Distance measure for querying arrangements of temporal intervals. In Proceedings of 4th International Conference on Pervasive Technologies Related to Assistive Environments (PETRA), 2011. |
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77 | Kalle J. Palomäki and Guy J. Brown. A computational model of binaural speech recognition: role of across-frequency vs. within-frequency processing and internal noise. Speech Communication, 53(6):924–940, 2011. |
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76 | Lauri Ahlroth, Olli Pottonen, and André Schumacher. Approximately uniform online checkpointing. In Proceedings of the 17th International Computing and Combinatorics Conference, volume 6842 of Lecture Notes in Computer Science, pages 297–306, 2011. |
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75 | Jefrey Lijffijt, Panagiotis Papapetrou, Kai Puolamäki, and Heikki Mannila. Analyzing word frequencies in large text corpora using inter-arrival times and bootstrapping. In Proceedings of the European conference of Machine learning and knowledge discovery in databases - Part II, pages 341–357. Springer-Verlag Berlin, 2011. |
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74 | Hong-Li Zeng, Erik Aurell, Mikko Alava, and Hamed Mahmoudi. Network inference using asynchronously updated kinetic ising model. Physical Review E, 83(4):041135, 2011. |
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73 | Erik Aurell and Hamed Mahmoudi. A message-passing scheme for non-equilibrium stationary states. Journal of Statistical Mechanics: Theory and Experiment, 2011:P04014, 2011. |
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72 | Erik Aurell and Hamed Mahmoudi. Three lemmas on the dynamic cavity method. Arxiv preprint arXiv:1104.0649, 2011. |
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71 | Terttu Nevalainen, Helena Raumolin-Brunberg, and Heikki Mannila. The diffusion of language change in real time: Progressive and conservative individuals and the time depth of change. Language Variation and Change, 23(1):1–43, 2011. |
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70 | Jefrey Lijffijt, Panagiotis Papapetrou, Kai Puolamäki, and Heikki Mannila. Analyzing word frequencies in large text corpora using inter-arrival times and bootstrapping. In ECML/PKDD, pages 341–357, 2011. |
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69 | Panagiotis Papapetrou, Aristides Gionis, and Heikki Mannila. A shapley value approach for influence attribution. In ECML/PKDD, pages 549–564, 2011. |
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68 | Aleksi Kallio, Niko Vuokko, Markus Ojala, Niina Haiminen, and Heikki Mannila. Randomization techniques for assessing the significance of gene periodicity results. BMC Bioinformatics, 12:330, 2011. |
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67 | Gemma C. Garriga, Esa Junttila, and Heikki Mannila. Banded structure in binary matrices. Knowl. Inf. Syst., 28(1):197–226, 2011. |
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66 | Miia Hermelin and Kaisa Nyberg. Multidimensional linear distinguishing attacks and boolean functions.. Cryptography and Communications, 2011. |
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65 | Miki Sirola and Jaakko Talonen. Self-organizing map in process visualization. In 15th Int. Conf. on Knowledge-Based and Intelligent Information & Engineering Systems: KES2011, 2011. |
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64 | Miki Sirola and Jaakko Talonen. New visualization techniques and their assessment. In Proceedings of the 6th IEEE International Workshop on Intelligent Data Acquisition and Advanced Computing Systems (IDAACS), 2011. |
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63 | Mikael Kuusela, Eric Malmi, Risto Orava, and Tommi Vatanen. Soft classification of diffractive interactions at the LHC. AIP Conference Proceedings, 1350(1):111–114, 2011. |
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62 | Matti Niemenmaa, André Schumacher, Keijo Heljanko, Aleksi Kallio, Petri Klemelä, Taavi Hupponen, and Eija Korpelainen. Hadoop-BAM: A library for genomic data processing. In Proceedings of the 12th Annual Bioinformatics Open Source Conference (BOSC 2011), page 1, 2011. available online at http://www.oboedit.org/BOSC2011/BOSC2011-program.pdf. |
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61 | Nima Reyhani and Erkki Oja. Non-gaussian component analysis using density gradient covariance matrix. In The 2011 International Joint Conference on Neural Networks(IJCNN 2011), pages 966–972. Institute of Electrical and Electronics Engineers ( IEEE ), 2011. |
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60 | Tetsuji Ogawa, Hideitsu Hino, Nima Reyhani, Noboru Murata, and Tetsunori Kobayashi. Speaker recognition using multiple kernel learning based on conditional entropy minimization. In 2011 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2011), pages 2204–2207. Institute of Electrical and Electronics Engineers ( IEEE ), 2011. |
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59 | Nima Reyhani, Hideitsu Hino, and Ricardo Vigario. New probabilistic bounds on eigenvalues and eigenvectors of random kernel matrices. In Proceedings of the Proceedings of the Twenty-Seventh Conference Annual Conference on Uncertainty in Artificial Intelligence (UAI-11), pages 627–634, Corvallis, Oregon, 2011. AUAI Press. |
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58 | Niko Vuokko and Petteri Kaski. Significance of patterns in time series collections. In SDM '11: Proceedings of the 11th SIAM International Conference on Data Mining, pages 676–686, 2011. |
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57 | Aleksi Kallio, Niko Vuokko, Markus Ojala, Niina Haiminen, and Heikki Mannila. Randomization techniques for assessing the significance of gene periodicity results. BMC Bioinformatics, 12(1):330, 2011. |
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56 | Mika Göös and Pekka Orponen. Synthesizing minimal tile sets for patterned DNA self-assembly. In Y. Sakakibara and Y. Mi, editors, Proceedings of the 16th Conference on DNA Computing and Molecular Programming (DNA16, Hong Kong, China, June 2010), volume 6518 of Lecture Notes in Computer Science, pages 71–82, Berlin Heidelberg, 2011. Springer-Verlag. |
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55 | Panagiotis Papapetrou, Aristides Gionis, and Heikki Mannila. A shapley-value approach for influence attribution. In Proceedings of the European Conference of Machine Learning and Principles and Practices of Knowledge Discovery in Databases (ECML PKDD). ACM, 2011. |
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54 | Panagiotis Papapetrou, Vassilis Athitsos, Michalis Potamias, George Kollios, and Dimitrios Gunopulos. Embedding-based subsequence matching in time series databases. In ACM Transactions on Database Systems (TODS). ACM, 2011. |
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53 | Niko Vuokko and Petteri Kaski. Significance of patterns in time series collections. In Proceedings of the Eleventh SIAM International Conference on Data Mining (Mesa, AZ, 28–30 April, 2011), pages 676–686, Philadelphia, PA, 2011. SIAM. |
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52 | Esa Junttila and Petteri Kaski. Segmented nestedness in binary data. In Proceedings of the Eleventh SIAM International Conference on Data Mining (Mesa, AZ, 28–30 April, 2011), pages 235–246, Philadelphia, PA, 2011. SIAM. |
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51 | Charles J. Colbourn, Petteri Kaski, Patric R. J. Östergård, David A. Pike, and Olli Pottonen. Nearly Kirkman triple systems of order 19 and Hanani triple systems of order 19. Discrete Mathematics, 311(10–11):827–834, 2011. |
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50 | Petteri Kaski, Veli Mäkinen, and Patric R. J. Östergård. The cycle switching graph of the Steiner triple systems of order 19 is connected. Graphs and Combinatorics, 27:539–546, 2011. |
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49 | Alexander Hulpke, Petteri Kaski, and Patric R. J. Östergård. The number of Latin squares of order 11. Mathematics of Computation, 80:1197–1219, 2011. |
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48 | Andreas Björklund, Thore Husfeldt, Petteri Kaski, and Mikko Koivisto. Covering and packing in linear space. Information Processing Letters, 111(21–22):1033–1036, 2011. |
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47 | Patrik Floréen, Marja Hassinen, Joel Kaasinen, Petteri Kaski, Topi Musto, and Jukka Suomela. Local approximability of max-min and min-max linear programs. Theory of Computing Systems, 49(4):672–697, 2011. |
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46 | Tapani Raiko, KyungHyun Cho, and Alexander Ilin. Derivations of the enhanced gradient for the Boltzmann machine. Technical Report TKK-ICS-R37, Aalto University, TKK Reports in Information and Computer Science, Espoo, Finland, 2011. |
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45 | Tapani Raiko and Harri Valpola. Chapter 7: Oscillatory neural network for image segmentation with biased competition for attention. In From Brains to Systems: Brain-Inspired Cognitive Systems 2010, volume 718 of Advances in Experimental Medicine and Biology, pages 75–86. Springer New York, 2011. |
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44 | Paul Wagner. A reinterpretation of the policy oscillation phenomenon in approximate policy iteration. In Advances in Neural Information Processing Systems 24, 2011. |
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43 | Risto M. Hakala. A lower bound for the nonlinearity of Exponential Welch Costas functions. In Daniel Augot and Anne Canteaut, editors, Coding and Cryptography, 7th International Workshop, WCC 2011, Paris, France, April 11-15, 2011, Proceedings, pages 397–404, 2011. Extended abstract. |
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42 | Zhirong Yang and Erkki Oja. Projective nonnegative matrix factorization based on alpha-divergence. Journal of Artificial Intelligence and Soft Computing Research, 1(1):7–16, 2011. |
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41 | Zhirong Yang, He Zhang, Zhijian Yuan, and Erkki Oja. Kullback-leibler divergence for nonnegative for nonnegative matrix factorization. In Proceedings of 21st International Conference on Artificial Neural Networks, pages 14–17, Espoo, Finland, 2011. Springer. |
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40 | Zhirong Yang and Erkki Oja. Unified development of multiplicative algorithms for linear and quadratic nonnegative matrix factorization. IEEE Transactions on Neural Networks, 22(12):1878–1891, 2011. |
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39 | M. Almeida, J.-H. Schleimer, J. Bioucas-Dias, and R. Vigário. Source Separation of Phase-Locked Signals. IEEE transactions on Neural Networks, 22:1419–1434, 2011. |
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38 | M. Almeida, R. Vigário, and J. Bioucas-Dias. Phase locked matrix factorization. In Proc. 19th European Signal Processing Conference (EUSIPCO'2011), Barcelona, Spain, 2011. |
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37 | Antti Ajanki and Samuel Kaski. Probabilistic proactive timeline browser. In Timo Honkela, Wlodzislaw Duch, Mark A. Girolami, and Samuel Kaski, editors, Proceedings of the 21st International Conference on Artificial Neural Networks (ICANN), Part II, Lecture Notes in Computer Science, pages 357–364, Berlin, 2011. Springer. |
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36 | Antti Ajanki, Mark Billinghurst, Hannes Gamper, Toni Järvenpää, Melih Kandemir, Samuel Kaski, Markus Koskela, Mikko Kurimo, Jorma Laaksonen, Kai Puolamäki, Teemu Ruokolainen, and Timo Tossavainen. An augmented reality interface to contextual information. Virtual Reality, 15(2-3):161–173, 2011. |
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35 | José Caldas and Samuel Kaski. Hierarchical generative biclustering for microRNA expression analysis. Journal of Computational Biology, 18:251–261, 2011. |
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34 | Ali Faisal, Riku Louhimo, Leo Lahti, Sampsa Hautaniemi, and Samuel Kaski. Biomarker discovery via dependency analysis of multi-view functional genomics data. In NIPS 2011 workshop "From Statistical Genetics to Predictive Models in Personalized Medicine", 2011. Extended abstract. |
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33 | Riku Louhimo, Viljami Aittomäki, Ali Faisal, Marko Laakso, Ping Chen, Kristian Ovaska, Erkka Valo, Leo Lahti, Vladimir Rogojin, Samuel Kaski, and Sampsa Hautaniemi. Systematic use of computational methods allows stratifying treatment responders in glioblastoma multiforme. In Proceedings of CAMDA 2011 conference, Critical Assessment of Massive Data Analysis, 2011. Source code available at http://csbi.ltdk.helsinki.fi/camda/. |
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32 | Mehmet Gönen, Melih Kandemir, and Samuel Kaski. Multitask learning using regularized multiple kernel learning. In Bao-Liang Lu, Liqing Zhang, and James Kwok, editors, Proceedings of 18th International Conference on Neural Information Processing (ICONIP), volume 7063 of Lecture Notes in Computer Science, pages 500–509, Berlin / Heidelberg, 2011. Springer. |
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31 | Timo Honkela, Wlodzislaw Duch, Mark Girolami, and Samuel Kaski, editors. Artificial Neural Networks and Machine Learning Research - ICANN 2011, Part I, Berlin, 2011. Springer. |
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30 | Timo Honkela, Wlodzislaw Duch, Mark Girolami, and Samuel Kaski, editors. Artificial Neural Networks and Machine Learning Research - ICANN 2011, Part II, Berlin, 2011. Springer. |
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29 | Samuel Kaski and Jaakko Peltonen. Dimensionality reduction for data visualization. IEEE Signal Processing Magazine, 28(2):100–104, 2011. |
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28 | Arto Klami, Pavan Ramkumar, Seppo Virtanen, Lauri Parkkonen, Riitta Hari, and Samuel Kaski. ICANN/PASCAL2 challenge: MEG mind reading – overview and results. In Arto Klami, editor, Proceedings of ICANN/PASCAL2 Challenge: MEG Mind Reading, Aalto University Publication series SCIENCE + TECHNOLOGY 29/2011, pages 3–19, Espoo, 2011. |
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27 | Leo Lahti, Laura L. Elo, Tero Aittokallio, and Samuel Kaski. Probabilistic analysis of probe reliability in differential gene expression studies with short oligonucleotide arrays. IEEE/ACM Transactions on Computational Biology and Bioinformatics, 8:217–225, 2011. |
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26 | Gayle Leen, Jaakko Peltonen, and Samuel Kaski. Focused multi-task learning using Gaussian processes. In Dimitrios Gunopulos, Thomas Hofmann, Donato Malerba, and Michalis Vazirgiannis, editors, Machine Learning and Knowledge Discovery in Databases (Proceedings of ECML PKDD 2011), Part II, pages 310–325. Springer Berlin / Heidelberg, 2011. Best Paper Award in Machine Learning. |
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25 | Jaakko Peltonen and Samuel Kaski. Generative modeling for maximizing precision and recall in information visualization. In Geoffrey Gordon, David Dunson, and Miroslav Dudik, editors, Proceedings of the Fourteenth International Conference on Artificial Intelligence and Statistics, volume 15 of JMLR W&CP, pages 597–587. JMLR, 2011. |
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24 | Tommi Suvitaival, Ilkka Huopaniemi, Matej Orešic, and Samuel Kaski. Cross-species translation of multi-way biomarkers. In Timo Honkela, Wlodzislaw Duch, Mark Girolami, and Samuel Kaski, editors, Proceedings of the 21st International Conference on Artificial Neural Networks (ICANN), Part I, volume 6791 of Lecture Notes in Computer Science, pages 209–216. Springer, 2011. |
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23 | Tommi Suvitaival, Ilkka Huopaniemi, Matej Orešic, and Samuel Kaski. Detecting similar high-dimensional responses to experimental factors between human and model organism. In NIPS 2011 workshop "From Statistical Genetics to Predictive Models in Personalized Medicine", 2011. Extended abstract. |
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22 | Marko Sysi-Aho, Andrey Ermolov, Peddinti V. Gopalacharyulu, Abhishek Tripathi, Tuulikki Seppänen-Laakso, Johanna Maukonen, Ismo Mattila, Suvi T. Ruohonen, Laura Vähätalo, Laxman Yetukuri, Taina Härkönen, Erno Lindfors, Janne Nikkilä, Jorma Ilonen, Olli Simell, Maria Saarela, Mikael Knip, Samuel Kaski, Eriika Savontaus, and Matej Orešic. Metabolic regulation in progression to autoimmune diabetes. PLoS Computational Biology, 7:e1002257, 2011. |
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21 | Seppo Virtanen, Arto Klami, and Samuel Kaski. Bayesian CCA via group sparsity. In Lise Getoor and Tobias Scheffer, editors, Proceedings of the 28th International Conference on Machine Learning (ICML-11), ICML '11, pages 457–464, New York, NY, 2011. ACM. Implementation in R available at http://research.ics.tkk.fi/mi/software/gsCCA/. |
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20 | S.V.N. Vishwanathan, Samuel Kaski, Jennifer Neville, and Stefan Wrobel, editors. Machine Learning, Special Issue on Learning and Mining with Graphs, 82(2), 2011. |
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19 | Abhishek Tripathi, Arto Klami, Matej Orešic, and Samuel Kaski. Matching samples of multiple views. Data Mining and Knowledge Discovery, 23:300–321, 2011. |
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18 | Laxman Yetukuri, Ilkka Huopaniemi, Artturi Koivuniemi, Marianna Maranghi, Anne Hiukka, Heli Nygren, Samuel Kaski, Marja-Riitta Taskinen, Ilpo Vattulainen, Matti Jauhiainen, and Matej Orešic. High density lipoprotein structural changes and drug response in lipidomic profiles following the long-term fenofibrate therapy in the FIELD substudy. PLoS ONE, 6(8):e23589, 2011. |
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17 | Sami Virpioja, Ville T. Turunen, Sebastian Spiegler, Oskar Kohonen, and Mikko Kurimo. Empirical comparison of evaluation methods for unsupervised learning of morphology. Traitement Automatique des Langues, 52(2):45–90, 2011. |
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16 | Marijn J.H. Heule, Oliver Kullmann, Siert Wieringa, and Armin Biere. Cube and conquer: Guiding CDCL SAT solvers by lookaheads. In Haifa Verification Conference (HVC), Lecture Notes in Computer Science, pages 50–56, 2011. |
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15 | Siert Wieringa. On incremental satisfiability and bounded model checking. In First International Workshop on Design and Implementation of Formal Tools and Systems (DIFTS11), 2011. |
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14 | Jaakko Talonen and Miki Sirola. Modelling hypothetical wage equation by neural networks. In Timo Honkela, Włodzisław Duch, Mark Girolami, and Samuel Kaski, editors, Artificial Neural Networks and Machine Learning – ICANN 2011, volume 6792 of Lecture Notes in Computer Science, pages 381–388. Springer, 2011. |
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13 | Jaakko Talonen and Mika Sulkava. Analyzing Parliamentary Elections Based on Voting Advice Application Data. In The Tenth International Symposium on Intelligent Data Analysis (IDA), pages 340–351, 2011. |
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12 | Yasir Mehmood, Mudassar Abbas, Xi Chen, and Timo Honkela. Self-organizing maps of nutrition, lifestyle and health situation in the world. In Advances in Self-Organizing Maps - Proceedings of WSOM 2011, 8th International Workshop, pages 160–167. Springer, 2011. |
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11 | Timo Honkela, Jorma Laaksonen, Hannele Törrö, and Juhani Tenhunen. Media map: A multilingual document map with a design interface. In Advances in Self-Organizing Maps - Proceedings of WSOM 2011, 8th International Workshop, pages 247–256, 2011. |
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10 | Jorma Laaksonen and Timo Honkela, editors. Advances in Self-Organizing Maps - Proceedings of WSOM 2011, 8th International Workshop. Springer, 2011. |
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9 | Timo Honkela, Wlodzislaw Duch, Mark A. Girolami, and Samuel Kaski, editors. Artificial Neural Networks and Machine Learning - Proceedings of ICANN 2011 - 21st International Conference on Artificial Neural Networks, Part I. Springer, 2011. |
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8 | Timo Honkela, Wlodzislaw Duch, Mark A. Girolami, and Samuel Kaski, editors. Artificial Neural Networks and Machine Learning - Proceedings of ICANN 2011 - 21st International Conference on Artificial Neural Networks, Part II. Springer, 2011. |
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7 | Timo Honkela. Kunnioitusta erilaisuutta kohtaan. Tieteessä tapahtuu, 29(4-5):38–39, 2011. |
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6 | Timo Honkela, Jaakko Väyrynen, and Matti Pöllä. Cognitive systems blog, year 2011. Blogspot blog, 2011. Blog. |
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5 | Tommi Junttila and Petteri Kaski. Conflict propagation and component recursion for canonical labeling. In A. Marchetti-Spaccamela and M. Segal, editors, Theory and Practice of Algorithms in (Computer) Systems, First International ICST Conference, TAPAS 2011, Rome, Italy, April 18–20, 2011, volume 6595 of Lecture Notes in Computer Science, pages 151–162. Springer, 2011. |
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4 | Tero Laitinen, Tommi Junttila, and Ilkka Niemelä. Equivalence class based parity reasoning with DPLL(XOR). In Taghi M. Khoshgoftaar and Xingquan (Hill) Zhu, editors, ICTAI 2011 - 23rd IEEE International Conference on Tools with Artificial Intelligence, pages 649–658. IEEE Computer Society Press, 2011. |
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3 | Tommi Vatanen, Mikael Kuusela, Eric Malmi, Tapani Raiko, Timo Aaltonen, and Yoshikazu Nagai. Fixed-background EM algorithm for semi-supervised anomaly detection. Technical report, Aalto University School of Science, 2011. |
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2 | Zhanxing Zhu, Francesco Corona, Amaury Lendasse, Roberto Baratti, and Jose Romagnoli. Local linear regression for soft-sensor design with application to an industrial deethanizer. In Proceedings of the 18th IFAC World Congress, volume 18, pages 2839–2844, Università Cattolica del Sacro Cuore, Milano, Italy, 2011. |
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1 | Kimmo Järvinen. Elliptisten käyrien salausmenetelmät ja niiden laskenta ohjelmoitavalla logiikalla. Tietojenkäsittelytiede, 32:34–47, Heinäkuu 2011. |
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