Science-IT

Facility/Equipment: Facility

Research outputs

  1. 2018
  2. Published

    Aalto system for the 2017 Arabic multi-genre broadcast challenge

    Smit, P., Gangireddy, S., Enarvi, S., Virpioja, S. & Kurimo, M., 2018, Automatic Speech Recognition and Understanding (ASRU), IEEE Workshop on. IEEE, p. 338-345

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  3. Published

    A collection of public transport network data sets for 25 cities

    Kujala, R., Weckström, J., Darst, R., Mladenovic, M. & Saramäki, J., 2018, In : Scientific Data. 5, p. 1-14 180089.

    Research output: Contribution to journalArticleScientificpeer-review

  4. Published

    Bottom-Up Attention Guidance for Recurrent Image Recognition

    Rezazadegan Tavakoli, H., Borji, A., Anwer, R., Rahtu, E. & Kannala, J., 2018, 2018 IEEE International Conference on Image Processing, ICIP 2018 - Proceedings. Institute of Electrical and Electronics Engineers, p. 3004-3008 5 p. 8451537

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  5. Published

    Character-based units for Unlimited Vocabulary Continuous Speech Recognition

    Smit, P., Gangireddy, S., Enarvi, S., Virpioja, S. & Kurimo, M., 2018, Automatic Speech Recognition and Understanding (ASRU), IEEE Workshop on. IEEE, p. 149-154

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  6. Published

    Computationally inferred genealogical networks uncover long-term trends in assortative mating

    Malmi, E., Gionis, A. & Solin, A., 2018, Proceedings of the International World Wide Web Conference (WWW). ACM, p. 883-892 10 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  7. Published

    Cooperative localization using posterior linearization belief propagation

    Garcia-Fernandez, A. F., Svensson, L. & Särkkä, S., 2018, In : IEEE Transactions on Vehicular Technology. 67, 1, p. 832-836

    Research output: Contribution to journalArticleScientificpeer-review

  8. Published

    Correcting boundary over-exploration deficiencies in Bayesian optimization with virtual derivative sign observations

    Siivola, E., Vehtari, A., Vanhatalo, J., Gonzalez, J. & Andersen, M., 2018, 2018 IEEE 28th International Workshop on Machine Learning for Signal Processing (MLSP) . IEEE Computer Society, p. 1-6 6 p. 8516936. (Machine learning for signal processing ).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  9. Published

    Dynamics of cortical brain activity during movie viewing

    Lankinen, K., 2018, Aalto University. 136 p.

    Research output: ThesisDoctoral ThesisCollection of Articles

  10. Published

    Efficient placement of edge computing devices for vehicular applications in smart cities

    Premsankar, G., Ghaddar, B., Di Francesco, M. & Verago, R., 2018, IEEE/IFIP Network Operations and Management Symposium: Cognitive Management in a Cyber World, NOMS 2018. IEEE, p. 1-9 (IEEE/IFIP Network Operations and Management Symposium ).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  11. Published

    Engineering a delegatable and error-Tolerant algorithm for counting small subgraphs

    Kaski, P., 2018, 2018 Proceedings of the 20th Workshop on Algorithm Engineering and Experiments, ALENEX 2018. Society for Industrial and Applied Mathematics Publications, Vol. 2018-January. p. 184-198 15 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  12. Published

    Engineering Motif Search for Large Motifs

    Kaski, P., Lauri, J. & Muniyappa, S., 2018, 17th Symposium on Experimental Algorithms, SEA 2018. D'Angelo, G. (ed.). p. 1-19 28. (Leibniz International Proceedings in Informatics (LIPIcs); vol. 103).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  13. Published

    Estimating activity cycles with probabilistic methods II: The Mount Wilson Ca H&K data

    Olspert, N., Lehtinen, J. J., Käpylä, M. J., Pelt, J. & Grigorievskiy, A., 2018, In : Astronomy and Astrophysics. 619, p. 1-20 A6.

    Research output: Contribution to journalArticleScientificpeer-review

  14. Published

    Exploiting Justifications for Lazy Grounding of Answer Set Programs

    Bogaerts, B. & Weinzierl, A., 2018, Proceedings of the 27th International Joint Conference on Artificial Intelligence, IJCAI 2018. Lang, J. (ed.). p. 1737-1745 9 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  15. Published

    Extreme Multi-label Classification for Information Retrieval

    Dembczynski, K. & Babbar, R., 2018, Advances in Information Retrieval: 40th European Conference on IR Research, ECIR 2018, Grenoble, France, March 26-29, 2018, Proceedings. Pasi, G., Piwowarski, B., Azzopardi, L. & Hanbury, A. (eds.). GEWERBESTRASSE 11, CHAM, CH-6330, SWITZERLAND: Springer International Publishing AG, Vol. 10772. p. 839-840 2 p. (Lecture Notes in Computer Science).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  16. Published

    Finding events in temporal networks: Segmentation meets densest-subgraph discovery

    Rozenshtein, P., Bonchi, F., Gionis, A., Sozio, M. & Tatti, N., 2018, 2018 IEEE International Conference on Data Mining (ICDM). IEEE, p. 397-406 (IEEE International Conference on Data Mining Proceedings).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  17. Published

    From acquaintance to best friend forever: robust and fine-grained inference of social tie strengths

    Adriaens, F., Bie, T. D., Gionis, A., Lijffijt, J. & Rozenshtein, P., 2018, Proceedings of the 14th International Workshop on Mining and Learning with Graphs.

    Research output: Chapter in Book/Report/Conference proceedingConference contributionProfessional

  18. Published

    Full-Frame Scene Coordinate Regression for Image-Based Localization

    Li, X., Ylioinas, J. & Kannala, J., 2018, Robotics: Science and Systems XIV. University of Queensland, 9 p. (Robotics: Science and Systems).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  19. Published

    Fully symmetric kernel quadrature

    Karvonen, T. & Särkkä, S., 2018, In : SIAM Journal on Scientific Computing. 40, 2, p. A697-A720 24 p.

    Research output: Contribution to journalArticleScientificpeer-review

  20. Published

    Human behavioural patterns: A reality mining study

    Monsivais Velázquez, D., 2018, Aalto University. 142 p.

    Research output: ThesisDoctoral ThesisCollection of Articles

  21. Published

    Identifying and modelling context sensitivity in the auditory system of the brain

    Westö, J., 2018, Aalto University. 183 p.

    Research output: ThesisDoctoral ThesisCollection of Articles

  22. Published

    Image and Video Captioning with Augmented Neural Architectures

    Shetty, R., Rezazadegan Tavakoli, H. & Laaksonen, J., 2018, In : IEEE Multimedia. 25, 2, p. 34-46 13 p.

    Research output: Contribution to journalArticleScientificpeer-review

  23. Published

    Iterative Supervised Principal Components

    Piironen, J. & Vehtari, A., 2018, International Conference on Artificial Intelligence and Statistics, 9-11 April 2018, Playa Blanca, Lanzarote, Canary Islands. Storkey, A. & Perez-Cruz, F. (eds.). 9 p. (Proceedings of Machine Learning Research; vol. 84).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  24. Published

    Maintaining social bonds via touching: A cross-cultural study

    Suvilehto, J. T., 2018, Aalto University. 160 p.

    Research output: ThesisDoctoral ThesisCollection of Articles

  25. Published

    Methodology Perspective of Computing Thermal Transport in Low-Dimensional Materials and Nanostructures: The Old and the New

    Zhou, Y., Fan, Z., Qin, G., Yang, J. Y., Ouyang, T. & Hu, M., 2018, In : ACS Omega. 3, 3, p. 3278-3284 7 p.

    Research output: Contribution to journalReview ArticleScientificpeer-review

  26. Published

    Modeling and Interpolation of the Ambient Magnetic Field by Gaussian Processes

    Solin, A., Kok, M., Wahlstrom, N., Schon, T. B. & Sarkka, S., 2018, In : IEEE Transactions on Robotics. 34, 4, p. 1112-1127

    Research output: Contribution to journalArticleScientificpeer-review

  27. Published

    Numerical studies for charge formation in combustion engines

    Keskinen, K., 2018, Aalto University. 185 p.

    Research output: ThesisDoctoral ThesisCollection of Articles

  28. Published

    On Mining Temporal Patterns in Dynamic Graphs, and Other Unrelated Problems

    Kostakis, O. & Gionis, A., 2018, Complex Networks & Their Applications VI: Proceedings of Complex Networks 2017 (The Sixth International Conference on Complex Networks and Their Applications). Cherifi, C., Cherifi, H., Karsai, M. & Musolesi, M. (eds.). Cham, p. 516-527 12 p. (Studies in Computational Intelligence; vol. 689).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  29. Accepted/In press

    Pioneer Networks: Progressively Growing Generative Autoencoder

    Heljakka, A., Solin, A. & Kannala, J., 2018, (Accepted/In press) Computer Vision – ACCV 2018. Springer, Cham, Vol. 11361. (Lecture notes in computer science).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  30. Published

    Positive semidefinite rank and nested spectrahedra

    Kubjas, K., Robeva, E. & Robinson, R. Z., 2018, In : LINEAR AND MULTILINEAR ALGEBRA. 66, 10, p. 1952-1974

    Research output: Contribution to journalArticleScientificpeer-review

  31. Published

    Predicting atmospheric particle formation days by Bayesian classification of the time series features

    Zaidan, M. A., Haapasilta, V., Relan, R., Junninen, H., Aalto, P. P., Kulmala, M., Laurson, L. & Foster, A. S., 2018, In : Tellus, Series B: Chemical and Physical Meteorology. 70, 1, p. 1-10 10 p.

    Research output: Contribution to journalArticleScientificpeer-review

  32. Published

    Principal metabolic flux mode analysis

    Bhadra, S., Blomberg, P., Castillo, S. & Rousu, J., 2018, In : Bioinformatics. 34, 14, p. 2409-2417

    Research output: Contribution to journalArticleScientificpeer-review

  33. Published

    Reconstructing a cascade from temporal observations

    Xiao, H., Rozenshtein, P., Tatti, N. & Gionis, A., 2018, Proceedings of the 2018 SIAM International Conference on Data Mining . SIAM, p. 666-674

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  34. Published

    Spectro-Temporal ECG Analysis for Atrial Fibrillation Detection

    Zhao, Z., Särkkä, S. & Bahrami Rad, A., 2018, 2018 IEEE International Workshop on Machine Learning for Signal Processing, MLSP 2018. Pustelnik, N., Tan, Z-H., Ma, Z. & Larsen, J. (eds.). Institute of Electrical and Electronics Engineers, 6 p. (IEEE International Workshop on Machine Learning for Signal Processing).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  35. Published

    Spin-Imbalanced Pairing and Fermi Surface Deformation in Flat Bands

    Huhtinen, K-E., Tylutki, M., Kumar, P., Vanhala, T. I., Peotta, S. & Törmä, P., 2018, In : Physical Review B. 97, 21, p. 1-8 214503.

    Research output: Contribution to journalArticleScientificpeer-review

  36. Published

    Stay On-Topic: Generating Context-specific Fake Restaurant Reviews

    Juuti, M., Sun, B., Mori, T. & Asokan, N., 2018, Computer Security - 23rd European Symposium on Research in Computer Security, ESORICS 2018, Proceedings. p. 132-151 20 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11098 LNCS).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  37. Published

    Stochastic Discriminant Analysis for Linear Supervised Dimension Reduction

    Juuti, M., Corona, F. & Karhunen, J., 2018, In : Neurocomputing. 291, p. 136-150 15 p.

    Research output: Contribution to journalArticleScientificpeer-review

  38. Published

    The MeMAD submission to the WMT18 multimodal translation task

    Grönroos, S-A., Huet, B., Kurimo, M., Laaksonen, J., Merialdo, B., Pham, P., Sjöberg, M., Sulubacak, U., Tiedemann, J., Troncy, R. & 1 othersVázquez, R., 2018, Proceedings of the Third Conference on Machine Translation (WMT), Volume 2: Shared Task Papers. Vol. 2. p. 609-617 9 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  39. Published

    Three-dimensional skyrmions in spin-2 Bose-Einstein condensates

    Tiurev, K., Ollikainen, T., Kuopanportti, P., Nakahara, M., Hall, D. S. & Möttönen, M., 2018, In : New Journal of Physics. 20, 5, p. 1-8 055011.

    Research output: Contribution to journalArticleScientificpeer-review

  40. Published

    Towards Lazy Grounding with Lazy Normalization in Answer-Set Programming (Extended Abstract)

    Bomanson, J., Janhunen, T. & Weinzierl, A., 2018, p. 625-626. 2 p.

    Research output: Contribution to conferenceAbstractScientificpeer-review

  41. Published

    Training methods for climate and neural network models

    Abbas, M., 2018, Aalto University. 124 p.

    Research output: ThesisDoctoral ThesisCollection of Articles

  42. Published

    Turbulent transport coefficients in spherical wedge dynamo simulations of solar-like stars

    Warnecke, J., Rheinhardt, M., Tuomisto, S., Käpylä, P. J., Käpylä, M. J. & Brandenburg, A., 2018, In : Astronomy and Astrophysics. 609, p. 1-22 22 p., A51.

    Research output: Contribution to journalArticleScientificpeer-review

  43. Published

    Using counterfactual queries to improve models for decision-support

    Sundin, I., Schulam, P., Siivola, E., Vehtari, A., Saria, S. & Kaski, S., 2018.

    Research output: Contribution to conferenceAbstractScientificpeer-review

  44. Published

    Variational Fourier Features for Gaussian Processes

    Hensman, J., Durrande, N. & Solin, A., 2018, In : Journal of Machine Learning Research. 18, 1, p. 1-52 52 p., 151.

    Research output: Contribution to journalArticleScientificpeer-review

  45. Published

    Variational zero-inflated Gaussian processes with sparse kernels

    Hegde, P., Heinonen, M. & Kaski, S., 2018, 34th Conference on Uncertainty in Artificial Intelligence 2018, UAI 2018. AUAI Press, Vol. 1. p. 361-371 148

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  46. Published

    ViraPipe: Scalable Parallel Pipeline for Viral Metagenome Analysis from Next Generation Sequencing Reads

    Maarala, A., Bzhalava, Z., Dillner, J., Heljanko, K. & Bzhalava, D., 2018, In : Bioinformatics. 34, 6, p. 928-935 8 p.

    Research output: Contribution to journalArticleScientificpeer-review

  47. 2017
  48. Published

    Excitation Spectra in Crystal Plasticity

    Ovaska, M., Lehtinen, A., Alava, M. J., Laurson, L. & Zapperi, S., 27 Dec 2017, In : Physical Review Letters. 119, 26, p. 1-5 265501.

    Research output: Contribution to journalArticleScientificpeer-review

  49. Published

    Tsu-Esaki modeling of tunneling currents in ferroelectric tunnel junctions

    Tuomisto, N., Van Dijken, S. & Puska, M., 21 Dec 2017, In : Journal of Applied Physics. 122, 23, p. 1-14 234301.

    Research output: Contribution to journalArticleScientificpeer-review

  50. Published

    Brain-to-brain hyperclassification reveals action-specific motor mapping of observed actions in humans

    Smirnov, D., Lachat, F., Peltola, T., Lahnakoski, J., Koistinen, O-P., Glerean, E., Vehtari, A., Hari, R., Sams, M. & Nummenmaa, L., 11 Dec 2017, In : PloS one. 12, 12, e0189508.

    Research output: Contribution to journalArticleScientificpeer-review

  51. Published

    Inference of Strategic Behavior based on Incomplete Observation Data

    Kangasrääsiö, A. & Kaski, S., 8 Dec 2017, NIPS17 Workshop: Learning in the Presence of Strategic Behavior. Carnegie Mellon University, 4 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contributionProfessional

  52. Published

    Quantum knots in Bose-Einstein condensates created by counterdiabatic control

    Ollikainen, T., Masuda, S., Möttönen, M. & Nakahara, M., 7 Dec 2017, In : Physical Review A. 96, 6, p. 1-7 063609.

    Research output: Contribution to journalArticleScientificpeer-review

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