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

    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

  6. 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

  7. 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

  8. 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

  9. 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

  10. 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

  11. 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

  12. 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

  13. 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

  14. 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

  15. 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

  16. 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

  17. 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

  18. 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

  19. 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

  20. 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

  21. 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

  22. 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

  23. 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

  24. 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

  25. 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

  26. 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

  27. 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

  28. 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

  29. Published

    Smartphone-Based Tracking of Sleep in Depression, Anxiety, and Psychotic Disorders

    Aledavood, T., Torous, J., Triana Hoyos, A. M., Naslund, J. A., Onnela, J. P. & Keshavan, M., 1 Jul 2019, In : CURRENT PSYCHIATRY REPORTS. 21, 7, 9 p., 49.

    Research output: Contribution to journalReview ArticleScientificpeer-review

  30. Published

    Solving systems of polynomial equations over GF(2) by a parity-counting self-reduction

    Björklund, A., Kaski, P. & Williams, R., 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, p. 1-13 26. (Leibniz international proceedings in informatics; vol. 132).

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

  31. Published

    Deep Convolutional Reconstruction For Gradient-Domain Rendering

    Kettunen, M., Harkonen, E. & Lehtinen, J., Jul 2019, In : ACM Transactions on Graphics. 38, 4, 12 p., 126.

    Research output: Contribution to journalArticleScientificpeer-review

  32. Published

    Sample-based Monte Carlo Denoising using a Kernel-Splatting Network

    Gharbi, M., Li, T-M., Aittala, M., Lehtinen, J. & Durand, F., Jul 2019, In : ACM Transactions on Graphics. 38, 4, 12 p., 125.

    Research output: Contribution to journalArticleScientificpeer-review

  33. Published

    Variable opportunities for outcrossing result in hotspots of novel genetic variation in a pathogen metapopulation

    Laine, A-L., Barres, B., Numminen, E. & Siren, J. P., 18 Jun 2019, In : ELIFE. 8, p. 1-17 17 p., 47091.

    Research output: Contribution to journalArticleScientificpeer-review

  34. Published

    Community assessment to advance computational prediction of cancer drug combinations in a pharmacogenomic screen

    AstraZeneca-Sanger Drug Combination DREAM Consortium, Kaski, S. & Marttinen, P., 17 Jun 2019, In : Nature Communications. 10, 1, p. 1-17 17 p., 2674.

    Research output: Contribution to journalArticleScientificpeer-review

  35. Published

    Machine Learning for Marketing

    Mamitsuka, H., 9 Jun 2019, 237 p.

    Research output: Book/ReportBookProfessional

  36. Published

    Gravity model explained by the radiation model on a population landscape

    Hong, I., Jung, W. S. & Jo, H. H., 6 Jun 2019, In : PloS one. 14, 6, 13 p., 0218028.

    Research output: Contribution to journalArticleScientificpeer-review

  37. Published

    BiographySampo – Publishing and enriching biographies on the semantic web for digital humanities research

    Hyvönen, E., Leskinen, P., Tamper, M., Rantala, H., Ikkala, E., Tuominen, J. & Keravuori, K., 2 Jun 2019, The Semantic Web - 16th International Conference, ESWC 2019, Proceedings. Zaveri, A., Gray, A. J. G., Hammar, K., Hitzler, P., Lopez, V., Janowicz, K., Fernández, M. & Haller, A. (eds.). Springer Verlag, p. 574-589 16 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11503 LNCS).

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

  38. Published

    High reliability in digital organizing: Mindlessness, the frame problem, and digital operations

    Salovaara, A., Lyytinen, K. & Penttinen, E., 1 Jun 2019, In : MIS Quarterly: Management Information Systems. 43, 2, p. 555-578 24 p.

    Research output: Contribution to journalArticleScientificpeer-review

  39. Published

    Parameter Inference for Computational Cognitive Models with Approximate Bayesian Computation

    Kangasrääsiö, A., Jokinen, J. P. P., Oulasvirta, A., Howes, A. & Kaski, S., 1 Jun 2019, In : COGNITIVE SCIENCE. 43, 6, 40 p., 12738.

    Research output: Contribution to journalArticleScientificpeer-review

  40. Accepted/In press

    AuDI: Towards Autonomous IoT Device-Type Identification using Periodic Communication

    Marchal, S., Miettinen, M., Nguyen, T. D., Sadeghi, A-R. & Asokan, N., Jun 2019, (Accepted/In press) In : IEEE Journal on Selected Areas in Communications. 37, 6, p. 1402-1412 11 p., 8664655.

    Research output: Contribution to journalArticleScientificpeer-review

  41. Published

    Efficient acquisition rules for model-based approximate Bayesian computation

    Järvenpää, M., Gutmann, M. U., Pleska, A., Vehtari, A. & Marttinen, P., Jun 2019, In : Bayesian Analysis. 14, 2, p. 595-622 28 p.

    Research output: Contribution to journalArticleScientificpeer-review

  42. Published

    Folo: Latency and Quality Optimized Task Allocation in Vehicular Fog Computing

    Zhu, C., Tao, J., Pastor Figueroa, G., Xiao, Y., Ji, Y., Zhou, Q., Li, Y. & Ylä-Jääski, A., Jun 2019, In : IEEE Internet of Things Journal. 6, 3, p. 4150 - 4161 12 p.

    Research output: Contribution to journalArticleScientificpeer-review

  43. Published

    Randomization algorithms for large sparse networks

    Puolamäki, K., Henelius, A. & Ukkonen, A., 30 May 2019, In : Physical Review E. 99, 5, p. 1-15 15 p., 053311.

    Research output: Contribution to journalArticleScientificpeer-review

  44. Published

    Chemical diversity in molecular orbital energy predictions with kernel ridge regression

    Stuke, A., Todorović, M., Rupp, M., Kunkel, C., Ghosh, K., Himanen, L. & Rinke, P., 28 May 2019, In : Journal of Chemical Physics. 150, 20, p. 1-13 204121.

    Research output: Contribution to journalArticleScientificpeer-review

  45. Published

    Architectural Features That Make Music Bloom in Concert Halls

    Lokki, T. & Pätynen, J., 22 May 2019, In : Acoustics . 1, 2, p. 439-449

    Research output: Contribution to journalArticleScientificpeer-review

  46. Published

    A citizen science approach to archaeology: Finnish archaeological finds recording linked open database (SUALT)

    Wessman, A., Thomas, S., Rohiola, V., Kuitunen, J., Ikkala, E., Tuominen, J., Koho, M. & Hyvönen, E., 17 May 2019, In : CEUR Workshop Proceedings. 2364, p. 469-478 10 p.

    Research output: Contribution to journalConference articleScientificpeer-review

  47. Published

    A linked open data service and portal for pre-modern manuscript research

    Hyvönen, E., Ikkala, E., Tuominen, J., Koho, M., Burrows, T., Ransom, L. & Wijsman, H., 17 May 2019, In : CEUR Workshop Proceedings. 2364, p. 220-229 10 p.

    Research output: Contribution to journalConference articleScientificpeer-review

  48. Published

    Affine linear cryptanalysis

    Nyberg, K., 15 May 2019, In : CRYPTOGRAPHY AND COMMUNICATIONS. 11, 3, p. 367-377 11 p.

    Research output: Contribution to journalArticleScientificpeer-review

  49. Published

    Sampling networks by nodal attributes

    Murase, Y., Jo, H. H., Török, J., Kertész, J. & Kaski, K., 15 May 2019, In : Physical Review E. 99, 5, p. 1-10 052304.

    Research output: Contribution to journalArticleScientificpeer-review

  50. Published

    Reconciliation k-median: Clustering with non-polarized representatives

    Ordozgoiti, B. & Gionis, A., 13 May 2019, The Web Conference 2019 - Proceedings of the World Wide Web Conference, WWW 2019. p. 1387-1397 11 p.

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

  51. Published

    Impact of perception models on friendship paradox and opinion formation

    Lee, E., Lee, S., Eom, Y. H., Holme, P. & Jo, H. H., 10 May 2019, In : Physical Review E. 99, 5, p. 1-8 052302.

    Research output: Contribution to journalArticleScientificpeer-review

  52. Published

    Data discovery method for Extract- Transform-Load

    Madhikerrni, M. & Främling, K., 9 May 2019, 2019 IEEE 10th International Conference on Mechanical and Intelligent Manufacturing Technologies, ICMIMT 2019. Institute of Electrical and Electronics Engineers, p. 174-181 8 p. 8712027

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

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