Department of Computer Science

Organisational unit: Department

Research outputs

  1. 2020
  2. Published

    High-dimensional structure learning of binary pairwise Markov networks: A comparative numerical study

    Pensar, J., Xu, Y., Puranen, S., Pesonen, M., Kabashima, Y. & Corander, J., 1 Jan 2020, In : Computational Statistics and Data Analysis. 141, p. 62-76 15 p.

    Research output: Contribution to journalArticleScientificpeer-review

  3. 2019
  4. Published

    Deep Learning Fundus Image Analysis for Diabetic Retinopathy and Macular Edema Grading

    Sahlsten, J., Jaskari, J., Kivinen, J., Turunen, L., Jaanio, E., Hietala, K. & Kaski, K., 1 Dec 2019, In : Scientific Reports. 9, 1, p. 1-11 10750.

    Research output: Contribution to journalArticleScientificpeer-review

  5. Published

    Genome-wide epistasis and co-selection study using mutual information

    Pensar, J., Puranen, S., Arnold, B., MacAlasdair, N., Kuronen, J., Tonkin-Hill, G., Pesonen, M., Xu, Y., Sipola, A., Sánchez-Busó, L. & 7 othersLees, J. A., Chewapreecha, C., Bentley, S. D., Harris, S. R., Parkhill, J., Croucher, N. J. & Corander, J., 10 Oct 2019, In : Nucleic Acids Research. 47, 18, p. 1-14 e112.

    Research output: Contribution to journalArticleScientificpeer-review

  6. Published

    DevOps in practice: A multiple case study of five companies

    Lwakatare, L. E., Kilamo, T., Karvonen, T., Sauvola, T., Heikkilä, V., Itkonen, J., Kuvaja, P., Mikkonen, T., Oivo, M. & Lassenius, C., 1 Oct 2019, In : Information and Software Technology. 114, p. 217-230 14 p.

    Research output: Contribution to journalArticleScientificpeer-review

  7. Published

    Early detection of peripheral blood cell signature in children developing β-cell autoimmunity at a young age

    Kallionpää, H., Somani, J., Tuomela, S., Ullah, U., De Albuquerque, R., Lönnberg, T., Komsi, E., Siljander, H., Honkanen, J., Härkönen, T. & 11 othersPeet, A., Tillmann, V., Chandra, V., Anagandula, M. K., Frisk, G., Otonkoski, T., Rasool, O., Lund, R., Lähdesmäki, H., Knip, M. & Lahesmaa, R., 1 Oct 2019, In : DIABETES. 68, 10, p. 2024-2034 11 p.

    Research output: Contribution to journalArticleScientificpeer-review

  8. Published

    Fuzzy least squares twin support vector machines

    Sartakhti, J. S., Afrabandpey, H. & Ghadiri, N., 1 Oct 2019, In : ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE. 85, p. 402-409 8 p.

    Research output: Contribution to journalArticleScientificpeer-review

  9. Published

    Mobile QoE prediction in the field

    Boz, E., Finley, B., Oulasvirta, A., Kilkki, K. & Manner, J., 1 Oct 2019, In : Pervasive and Mobile Computing. 59, 101039.

    Research output: Contribution to journalArticleScientificpeer-review

  10. Published

    On the distribution of the threshold voltage in multi-level cell flash memories

    Ashrafi, R. A., Arslan, S. S. & Pusane, A. E., 1 Oct 2019, In : Physical Communication. 36, 100747.

    Research output: Contribution to journalArticleScientificpeer-review

  11. Published

    Single-subject analysis of N400 event-related potential component with five different methods

    Kallionpää, R. E., Pesonen, H., Scheinin, A., Sandman, N., Laitio, R., Scheinin, H., Revonsuo, A. & Valli, K., 1 Oct 2019, In : International Journal of Psychophysiology. 144, p. 14-24 11 p.

    Research output: Contribution to journalArticleScientificpeer-review

  12. Published

    Special Section from the International Conference on Global Software Engineering, 2018

    Paasivaara, M. & Evaristo, R., 1 Oct 2019, In : Information and Software Technology. 114, p. 275-276 2 p.

    Research output: Contribution to journalEditorialScientificpeer-review

  13. Published

    Vehicle type detection and passenger satisfaction analysis using smartphone sensors and digital surveys

    Perttula, A., Nguyen, N., Collin, J. & Jokinen, J. P., 1 Oct 2019, In : IET INTELLIGENT TRANSPORT SYSTEMS. 13, 10, p. 1499-1506 8 p.

    Research output: Contribution to journalArticleScientificpeer-review

  14. Published

    Expressive Wearables: Practices-Oriented Codesign for New Forms of Social Mobile Technology

    Epp, F., Oct 2019, In : INTERNATIONAL JOURNAL OF MOBILE HUMAN COMPUTER INTERACTION. 11, 4, 15 p., 1.

    Research output: Contribution to journalArticleScientificpeer-review

  15. Published

    The supernova-regulated ISM - VI. Magnetic effects on the structure of the interstellar medium

    Evirgen, C. C., Gent, F. A., Shukurov, A., Fletcher, A. & Bushby, P. J., Oct 2019, In : Monthly Notices of the Royal Astronomical Society. 488, 4, p. 5065-5074 10 p.

    Research output: Contribution to journalArticleScientificpeer-review

  16. Published

    Use of Twitter across educational settings: a review of the literature

    Malik, A., Heyman-Schrum, C. & Johri, A., 25 Sep 2019, In : International Journal of Educational Technology in Higher Education. 16, 1, p. 1-22 22 p., 36.

    Research output: Contribution to journalReview ArticleScientificpeer-review

  17. Published

    Data scarcity, robustness and extreme multi-label classification

    Babbar, R. & Schölkopf, B., 15 Sep 2019, In : Machine Learning. 108, 8-9, p. 1329-1351 23 p.

    Research output: Contribution to journalArticleScientificpeer-review

  18. Published

    Spot evolution on LQ Hya from 2006-2017: temperature maps based on SOFIN and FIES data

    Cole-Kodikara, E. M., Kaepylae, M. J., Lehtinen, J. J., Hackman, T., Ilyin, I., Piskunov, N. & Kochukhov, O., 13 Sep 2019, In : Astronomy & Astrophysics. 629, p. 1-9 9 p., 120.

    Research output: Contribution to journalArticleScientificpeer-review

  19. Published

    Beyond Individuals: Exploring Social Experiences Around Wearables

    Jarusriboonchai, P., Epp, F., Olsson, T., Lucero, A., Tomico, O., Paulos, E. & Häkkilä, J., 9 Sep 2019, Adjunct Proceedings of the 2019 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2019 ACM International Symposium on Wearable Computers . ACM, p. 454-456

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

  20. Published

    Green Edge Adaptive Mobile Video Streaming with Device-to-Device Communication

    Mehrabidavoodabadi, A., Siekkinen, M. & Ylä-Jääski, A., 6 Sep 2019, IEEE International Symposium on Personal, Indoor and Mobile Radio Communications (PIMRC) 2019 . p. 1-7 7 p.

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

  21. Published

    A computational framework for DNA sequencing microscopy

    Hoffecker, I. T., Yang, Y., Bernardinelli, G., Orponen, P. & Högberg, B., 4 Sep 2019, In : Proceedings of the National Academy of Sciences. 116, 39, p. 19282-19287 6 p., 1821178116.

    Research output: Contribution to journalArticleScientificpeer-review

  22. Published

    Differences in the solar cycle variability of simple and complex active regions during 1996-2018

    Nikbakhsh, S., Tanskanen, E., Käpylä, M. & Hackman, T., 4 Sep 2019, In : Astronomy & Astrophysics. 629, 9 p., 45.

    Research output: Contribution to journalArticleScientificpeer-review

  23. Accepted/In press

    Machine Teaching of Active Sequential Learners

    Peltola, T., Çelikok, M. M., Daee, P. & Kaski, S., 4 Sep 2019, (Accepted/In press) 33rd Conference on Neural Information Processing Systems (NeurIPS 2019), Vancouver, Canada.

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

  24. Published

    Methods to account for citation inflation in research evaluation

    Petersen, A. M., Pan, R. K., Pammolli, F. & Fortunato, S., 1 Sep 2019, In : Research Policy. 48, 7, p. 1855-1865 11 p.

    Research output: Contribution to journalArticleScientificpeer-review

  25. Published

    Affective economy of national-populist images: Investigating national and transnational online networks through visual big data

    Hokka, J. & Nelimarkka, M., 21 Aug 2019, In : NEW MEDIA AND SOCIETY. 23 p., 1461444819868686.

    Research output: Contribution to journalArticleScientificpeer-review

  26. Published

    Copula-based algorithm for generating bursty time series

    Jo, H. H., Lee, B. H., Hiraoka, T. & Jung, W. S., 14 Aug 2019, In : Physical Review E. 100, 2, p. 1-6 022307.

    Research output: Contribution to journalArticleScientificpeer-review

  27. Published

    Experienced time pressure and stress: Electronic health records usability and information technology competence play a role

    Vehko, T., Hyppönen, H., Puttonen, S., Kujala, S., Ketola, E., Tuukkanen, J., Aalto, A. M. & Heponiemi, T., 14 Aug 2019, In : BMC MEDICAL INFORMATICS AND DECISION MAKING. 19, 1, p. 1-9 160.

    Research output: Contribution to journalArticleScientificpeer-review

  28. Accepted/In press

    D2D-Enabled Collaborative Edge Caching and Processing with Adaptive Mobile Video Streaming

    Mehrabidavoodabadi, A., Siekkinen, M., Illahi, G. & Ylä-Jääski, A., 12 Aug 2019, (Accepted/In press) IEEE International Symposium on a World of Wireless, Mobile and Multimedia Networks (WoWMoM) 2019. p. 1-10 10 p.

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

  29. Accepted/In press

    Making targeted black-box evasion attacks effective and efficient

    Juuti, M., Atli, B. & Asokan, N., 12 Aug 2019, (Accepted/In press). 12 p.

    Research output: Contribution to conferencePaperScientificpeer-review

  30. Published

    The Effects of Adding Pyramidal and Convex Diffusers on Room Acoustic Parameters in a Small Non-Diffuse Room

    Azad, H., Meyer, J., Siebein, G. & Lokki, T., 2 Aug 2019, In : Acoustics . 1, 3, p. 618-643

    Research output: Contribution to journalArticleScientificpeer-review

  31. Published

    A Critical Comparison of Rejection-Based Algorithms for Simulation of Large Biochemical Reaction Networks

    Thanh, V. H., 1 Aug 2019, In : Bulletin of Mathematical Biology. 81, 8, p. 3053-3073 21 p.

    Research output: Contribution to journalArticleScientificpeer-review

  32. Published

    A reinforcement learning approach to synthesizing climbing movements

    Naderi, K., Babadi, A., Roohi, S. & Hamalainen, P., 1 Aug 2019, IEEE Conference on Games 2019, CoG 2019. 7 p. 8848127. (IEEE Conference on Computatonal Intelligence and Games; vol. 2019-August).

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

  33. Published

    Improved Small Molecule Identification through Learning Combinations of Kernel Regression Models

    Brouard, C., Basse, A., d'Alche-Buc, F. & Rousu, J., Aug 2019, In : METABOLITES. 9, 8, 14 p., 160.

    Research output: Contribution to journalArticleScientificpeer-review

  34. Published

    Group formation on a small-world: experiment and modelling

    Bhattacharya, K., Takko, T., Monsivais, D. & Kaski, K., 26 Jul 2019, In : Journal of the Royal Society Interface. 16, 156

    Research output: Contribution to journalArticleScientificpeer-review

  35. Published

    Performance Evaluation of a Combined Anomaly Detection Platform

    Monshizadeh, M., Khatri, V., Atli, B., Kantola, R. & Yan, Z., 24 Jul 2019, In : IEEE Access. 7, 2169-3536 , p. 100964-100978 15 p.

    Research output: Contribution to journalArticleScientificpeer-review

  36. Published

    ADAPTIVE: LeArning DAta-dePendenT, concIse molecular VEctors for fast, accurate metabolite identification from tandem mass spectra

    Nguyen, D. H., Nguyen, C. H. & Mamitsuka, H., 15 Jul 2019, In : Bioinformatics. 35, 14, p. i164-i172 btz319.

    Research output: Contribution to journalArticleScientificpeer-review

  37. Published

    Analytically solvable autocorrelation function for weakly correlated interevent times

    Jo, H. H., 15 Jul 2019, In : Physical Review E. 100, 1, p. 1-6 012306.

    Research output: Contribution to journalArticleScientificpeer-review

  38. Published

    Bayesian metabolic flux analysis reveals intracellular flux couplings

    Heinonen, M., Osmala, M., Mannerström, H., Wallenius, J., Kaski, S., Rousu, J. & Lähdesmäki, H., 15 Jul 2019, In : Bioinformatics. 35, 14, p. i548-i557 btz315.

    Research output: Contribution to journalArticleScientificpeer-review

  39. Published

    Block HSIC Lasso: Model-free biomarker detection for ultra-high dimensional data

    Climente-González, H., Azencott, C. A., Kaski, S. & Yamada, M., 15 Jul 2019, In : Bioinformatics. 35, 14, p. i427-i435 btz333.

    Research output: Contribution to journalArticleScientificpeer-review

  40. Published

    Representation transfer for differentially private drug sensitivity prediction

    Niinimäki, T., Heikkilä, M. A., Honkela, A. & Kaski, S., 15 Jul 2019, In : Bioinformatics. 35, 14, p. i218-i224 btz373.

    Research output: Contribution to journalArticleScientificpeer-review

  41. Published

    Circumventing Cryptographic Deniability with Remote Attestation

    Gunn, L., Vieitez Parra, R. & Asokan, N., 12 Jul 2019, Proceedings on Privacy Enhancing Technologies. p. 350–369 (Proceedings on Privacy Enhancing Technologies; vol. 2019, no. 3).

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

  42. Published

    Semantic Finlex: Transforming, publishing, and using finnish legislation and case law as linked open data on the web

    Oksanen, A., Tamper, M., Tuominen, J., Mäkelä, E., Hietanen, A. & Hyvönen, E., 10 Jul 2019, Knowledge of the Law in the Big Data Age. Peruginelli, G. & Faro, S. (eds.). p. 212-228 17 p. (Frontiers in Artificial Intelligence and Applications; vol. 317).

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

  43. E-pub ahead of print

    The semiotics of the message and the messenger: How nonverbal communication affects fairness perception

    Spapé, M., Harjunen, V., Ahmed, I., Jacucci, G. & Ravaja, N., 9 Jul 2019, In : Cognitive, Affective and Behavioral Neuroscience. p. 1-14

    Research output: Contribution to journalArticleScientificpeer-review

  44. Published

    Team teaching implementation in engineering education : teacher perceptions and experiences

    Vesikivi, P., Lakkala, M., Holvikivi, J. & Muukkonen, H., 4 Jul 2019, In : European Journal of Engineering Education. 44, 4, p. 1-16 16 p.

    Research output: Contribution to journalArticleScientificpeer-review

  45. Published

    Misbinding attacks on secure device pairing and bootstrapping

    Sethi, M., Peltonen, A. & Aura, T., 2 Jul 2019, AsiaCCS 2019 - Proceedings of the 2019 ACM Asia Conference on Computer and Communications Security. p. 453-464 12 p.

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

  46. Published

    NetGO: improving large-scale protein function prediction with massive network information

    You, R., Yao, S., Xiong, Y., Huang, X., Sun, F., Mamitsuka, H. & Zhu, S., 2 Jul 2019, In : Nucleic Acids Research. 47, W1, p. W379-W387

    Research output: Contribution to journalArticleScientificpeer-review

  47. Published

    An optimal O(nm) algorithm for enumerating all walks common to all closed edge-covering walks of a graph

    Cairo, M., Medvedev, P., Acosta, N. O., Rizzi, R. & Tomescu, A. I., 1 Jul 2019, In : ACM Transactions on Algorithms. 15, 4, p. 1-17 48.

    Research output: Contribution to journalArticleScientificpeer-review

  48. Published

    Assessment of large-scale transitions in public transport networks using open timetable data: case of Helsinki metro extension

    Weckström, C., Kujala, R., Mladenovic, M. & Saramäki, J., 1 Jul 2019, In : Journal of Transport Geography. 79, 13 p., 102470.

    Research output: Contribution to journalArticleScientificpeer-review

  49. Published

    A tight approximation for submodular maximization with mixed packing and covering constraints

    Mizrachi, E., Schwartz, R., Spoerhase, J. & Uniyal, S., 1 Jul 2019, 46th International Colloquium on Automata, Languages, and Programming, ICALP 2019. Chatzigiannakis, I., Baier, C., Leonardi, S. & Flocchini, P. (eds.). Schloss Dagstuhl- Leibniz-Zentrum fur Informatik GmbH, Dagstuhl Publishing, 85. (Leibniz international proceedings in informatics; vol. 132).

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

  50. Published

    Distributed reconfiguration of maximal independent sets

    Censor-Hillel, K. & Rabie, M., 1 Jul 2019, 46th International Colloquium on Automata, Languages, and Programming, ICALP 2019. Chatzigiannakis, I., Baier, C., Leonardi, S. & Flocchini, P. (eds.). Schloss Dagstuhl- Leibniz-Zentrum fur Informatik GmbH, Dagstuhl Publishing, 135. (Leibniz international proceedings in informatics; vol. 132).

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

  51. Published

    Localized Linear Regression in Networked Data

    Jung, A. & Tran, N., 1 Jul 2019, In : IEEE Signal Processing Letters. 26, 7, p. 1090-1094 5 p., 8721536.

    Research output: Contribution to journalArticleScientificpeer-review

  52. Published

    On-the-fly collaboration for legacy business process systems in an open service environment

    Ye, L., Zhu, B., Hu, C., Zhang, L. & Truong, H. L., 1 Jul 2019, Proceedings - 2019 IEEE International Conference on Web Services, ICWS 2019 - Part of the 2019 IEEE World Congress on Services. Bertino, E., Chang, C. K., Chen, P., Damiani, E., Damiani, E., Goul, M. & Oyama, K. (eds.). Institute of Electrical and Electronics Engineers, p. 393-397 5 p. 8818301

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

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