Department of Computer Science

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  • 2022

    Improving Business Process Resilience to Long-tailed Business Events via Low-code

    Zhu, J., Peng, J., Zhang, L. & Truong, L., 16 Sept 2022, 2022 IEEE International Conference on Web Services (ICWS). Ardagna, C. A., Atukorala, N., Benatallah, B., Bouguettaya, A., Casati, F., Chang, C. K., Chang, R. N., Damiani, E., Guegan, C. G., Ward, R., Xhafa, F., Xu, X. & Zhang, J. (eds.). IEEE, p. 343-348 6 p.

    Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review

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    4 Citations (Scopus)
    332 Downloads (Pure)

  • Investigating Positive and Negative Qualities of Human-in-the-Loop Optimization for Designing Interaction Techniques

    Chan, L., Liao, Y. C., Mo, G. B., Dudley, J. J., Cheng, C. L., Kristensson, P. O. & Oulasvirta, A., 28 Apr 2022, CHI 2022 - Proceedings of the 2022 CHI Conference on Human Factors in Computing Systems. ACM, 14 p. 112. (Conference on Human Factors in Computing Systems - Proceedings).

    Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review

    Open Access
    33 Citations (Scopus)

  • Jask: Generation of Questions About Learners' Code in Java

    Santos, A., Soares, T., Garrido, N. & Lehtinen, T., 7 Jul 2022, ITiCSE '22: Proceedings of the 27th ACM Conference on on Innovation and Technology in Computer Science Education Vol. 1. ACM, Vol. 1. p. 117-123 7 p. 3524761

    Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review

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    5 Citations (Scopus)
    177 Downloads (Pure)

  • Key-Schedule Security for the TLS 1.3 Standard

    Brzuska, C., Delignat-Lavaud, A., Egger, C., Fournet, C., Kohbrok, K. & Kohlweiss, M., 2022, Advances in Cryptology – ASIACRYPT 2022 - 28th International Conference on the Theory and Application of Cryptology and Information Security, 2022, Proceedings. Agrawal, S. & Lin, D. (eds.). Springer, p. 621-650 30 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13791 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review

    Open Access
    1 Citation (Scopus)

  • Language Models Can Generate Human-Like Self-Reports of Emotion

    Tavast, M., Kunnari, A. & Hämäläinen, P., 22 Mar 2022, 27th International Conference on Intelligent User Interfaces, IUI 2022 Companion. ACM, p. 69-72 4 p. (International Conference on Intelligent User Interfaces).

    Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review

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    17 Citations (Scopus)
    379 Downloads (Pure)

  • Lattice-Based SNARKs: Publicly Verifiable, Preprocessing, and Recursively Composable

    Albrecht, M. R., Cini, V., Lai, R. W. F., Malavolta, G. & Thyagarajan, S. A., 13 Oct 2022, Advances in Cryptology – CRYPTO 2022 - 42nd Annual International Cryptology Conference, CRYPTO 2022, Proceedings. Dodis, Y. & Shrimpton, T. (eds.). Springer, p. 102-132 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13508 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review

    Open Access
    31 Citations (Scopus)

  • Learning a Dynamic Cross-Modal Network for Multispectral Pedestrian Detection

    Xie, J., Anwer, R., Cholakkal, H., Nie, J., Cao, J., Laaksonen, J. & Khan, F. S., 10 Oct 2022, MM '22: Proceedings of the 30th ACM International Conference on Multimedia. ACM, p. 4043-4052

    Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review

  • Learning Attribute-driven Disentangled Representations for Interactive Fashion Retrieval

    Hou, Y., Vig, E., Donoser, M. & Bazzani, L., 2022, 2021 International Conference on Computer Vision, ICCV. IEEE, p. 12127-12137 11 p. (IEEE International Conference on Computer Vision).

    Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review

    Open Access

  • Learning High-Risk High-Precision Motion Control

    Kim, N. H., Kirjonen, M. & Hämäläinen, P., 3 Nov 2022, MIG '22: Proceedings of the 15th ACM SIGGRAPH Conference on Motion, Interaction and Games. Spencer, S. N. (ed.). ACM, p. 1-10 10 p. 9

    Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review

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    81 Downloads (Pure)

  • Learning to Drive (L2D) as a Low-Cost Benchmark for Real-World Reinforcement Learning

    Viitala, A., Boney, R., Zhao, Y., Ilin, A. & Kahala, J., Jan 2022, 20th International Conference on Advanced Robotics, ICAR. IEEE, p. 275-281 7 p.

    Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review

    Open Access
    5 Citations (Scopus)

  • Learning to Predict Graphs with Fused Gromov-Wasserstein Barycenters

    Brogat-Motte, L., Flamary, R., Brouard, C., Rousu, J. & d'Alché-Buc, F., 2022, Proceedings of the 39th International Conference on Machine Learning, PMLR. JMLR, p. 2321-2335 (Proceedings of Machine Learning Research ; vol. 162).

    Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review

    Open Access

  • Learning Trajectories of Hamiltonian Systems with Neural Networks

    Haitsiukevich, K. & Ilin, A., 7 Sept 2022, Artificial Neural Networks and Machine Learning – ICANN 2022. Pimenidis, E., Aydin, M., Angelov, P., Jayne, C. & Papaleonidas, A. (eds.). Bristol, UK: Springer, p. 562–573 12 p. (Lecture Notes in Computer Science; vol. 13529).

    Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review

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    1 Citation (Scopus)
    54 Downloads (Pure)

  • Leveraging Road Area Semantic Segmentation with Auxiliary Steering Task

    Maanpää, J., Melekhov, I., Taher, J., Manninen, P. & Hyyppä, J., 2022, Image Analysis and Processing – ICIAP 2022 - 21st International Conference, 2022, Proceedings. Sclaroff, S., Distante, C., Leo, M., Farinella, G. M. & Tombari, F. (eds.). Springer, p. 727-738 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13231 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review

    Open Access
    1 Citation (Scopus)

  • Limits of Multilayer Diffusion Network Inference in Social Media Research

    Xia, Y., Chen, T. & Kivelä, M., 31 May 2022, Proceedings of the International AAAI Conference on Web and Social Media. AAAI Press, p. 1145-1156 12 p. (Proceedings of the International AAAI Conference on Web and Social Media).

    Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review

    Open Access

  • Local Mending

    Balliu, A., Hirvonen, J., Melnyk, D., Olivetti, D., Rybicki, J. & Suomela, J., 2022, Structural Information and Communication Complexity - 29th International Colloquium, SIROCCO 2022, Proceedings. Parter, M. (ed.). Springer, p. 1-20 20 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13298 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review

    Open Access
    6 Citations (Scopus)

  • MentalBERT: Publicly Available Pretrained Language Models for Mental Healthcare

    Ji, S., Zhang, T., Ansari, L., Fu, J., Tiwari, P. & Cambria, E., 2022, LREC 2022: THIRTEEN INTERNATIONAL CONFERENCE ON LANGUAGE RESOURCES AND EVALUATION. Calzolari, N., Bechet, F., Blache, P., Choukri, K., Cieri, C., Declerck, T., Goggi, S., Isahara, H., Maegaard, B., Mazo, H., Odijk, H. & Piperidis, S. (eds.). European language resources distribution agency, p. 7184–7190 7 p.

    Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review

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    59 Downloads (Pure)

  • Methodological Considerations for Predicting At-risk Students

    Koutcheme, C., Sarsa, S., Hellas, A., Haaranen, L. & Leinonen, J., 14 Feb 2022, ACE '22: Australasian Computing Education Conference. ACM, p. 105-113 9 p.

    Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review

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    13 Citations (Scopus)
    88 Downloads (Pure)

  • Modular Flows: Differential Molecular Generation

    Verma, Y., Kaski, S., Heinonen, M. & Garg, V., 2022, Advances in Neural Information Processing Systems 35 (NeurIPS 2022). Koyejo, S., Mohamed, S., Agarwal, A., Belgrave, D., Cho, K. & Oh, A. (eds.). Morgan Kaufmann Publishers, 13 p. (Advances in Neural Information Processing Systems; vol. 35).

    Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review

    Open Access

  • Move to Design: Tactics and Challenges of Playful Movement-based Interaction Designers’ Experiences during the Covid-19 Pandemic

    Park, S., Hämäläinen, P., Kultima, A., Vidal, L. T., Segura, E. M. & Reidsma, D., 4 Nov 2022, FDG '22: Proceedings of the 17th International Conference on the Foundations of Digital Games. Karpouzis, K., Gualeni, S., Pirker, J. & Fowler, A. (eds.). ACM, p. 1-8 8 p. 8

    Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review

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    2 Citations (Scopus)
    73 Downloads (Pure)

  • Multiple Offsets Multilateration: A New Paradigm for Sensor Network Calibration with Unsynchronized Reference Nodes

    Ferranti, L., Aström, K., Oskarsson, M., Boutellier, J. & Kannala, J., 2022, 2022 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2022 - Proceedings. IEEE, p. 4958-4962 5 p. (Proceedings of the IEEE International Conference on Acoustics, Speech, and Signal Processing).

    Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review

    Open Access

  • Neural Language Models as What If? -Engines for HCI Research

    Hämäläinen, P., Tavast, M. & Kunnari, A., 22 Mar 2022, 27th International Conference on Intelligent User Interfaces, IUI 2022 Companion. ACM, p. 77-80 4 p. (International Conference on Intelligent User Interfaces).

    Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review

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    5 Citations (Scopus)
    214 Downloads (Pure)

  • Non-separable spatio-temporal graph kernels via SPDEs

    Nikitin, A., John, S., Solin, A. & Kaski, S., 2022, Proceedings of The 25th International Conference on Artificial Intelligence and Statistics. JMLR, p. 10640-10660 (Proceedings of Machine Learning Research; vol. 151).

    Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review

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    58 Downloads (Pure)

  • On Building Fine-Grained One-Way Functions from Strong Average-Case Hardness

    Brzuska, C. & Couteau, G., 2022, Advances in Cryptology – EUROCRYPT 2022 - 41st Annual International Conference on the Theory and Applications of Cryptographic Techniques, 2022, Proceedings. Dunkelman, O. & Dziembowski, S. (eds.). Springer, p. 584-613 30 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13276 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review

    Open Access
    5 Citations (Scopus)

  • Online Product Advertisement Prediction and Explanation in Large-scale Social Networks

    Malhi, A., Madhikermi, M., Maharjan, Y. & Främling, K., 16 Mar 2022, The Eighth International Conference on Social Networks Analysis, Management and Security, SNAMS. Guetl, C., Ceravolo, P., Jararweh, Y., Benkhelifa, E. & Adedugbe, O. (eds.). IEEE, p. 42-49 8 p.

    Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review

    5 Citations (Scopus)

  • On Missing Labels, Long-tails and Propensities in Extreme Multi-label Classification

    Schultheis, E., Babbar, R., Wydmuch, M. & Dembczynski, K., Aug 2022, Proceedings of the 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining. ACM, p. 1547–1557 11 p.

    Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review

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    26 Citations (Scopus)
    92 Downloads (Pure)

  • On the Applications and Parallelization of Multichannel Source Coding

    Yin, H. H. F., Woo, I. K. Y. & Lai, R. W. F., 4 Nov 2022, Proceedings of 2022 IEEE Region 10 International Conference, TENCON 2022. IEEE, p. 1-6 6 p. 9977596. (TENCON IEEE Region Ten Conference).

    Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review

    Open Access
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    1 Citation (Scopus)
    58 Downloads (Pure)

  • On the Approximability of the Traveling Salesman Problem with Line Neighborhoods

    Antoniadis, A., Kisfaludi-Bak, S., Laekhanukit, B. & Vaz, D., 1 Jun 2022, 18th Scandinavian Symposium and Workshops on Algorithm Theory, SWAT 2022. Czumaj, A. & Xin, Q. (eds.). Schloss Dagstuhl - Leibniz-Zentrum für Informatik, p. 1-21 21 p. 10. (Leibniz International Proceedings in Informatics, LIPIcs; vol. 227).

    Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review

    Open Access
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    1 Citation (Scopus)
    26 Downloads (Pure)

  • On the Effectiveness of Dataset Watermarking

    Atli Tekgul, B. G. & Asokan, N., 18 Apr 2022, IWSPA 2022 - Proceedings of the 2022 ACM International Workshop on Security and Privacy Analytics. ACM, p. 93-99 7 p.

    Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review

    Open Access
    4 Citations (Scopus)

  • On the Price of Locality in Static Fast Rerouting

    Foerster, K. T., Hirvonen, J., Pignolet, Y. A., Schmid, S. & Tredan, G., 2022, Proceedings - 52nd Annual IEEE/IFIP International Conference on Dependable Systems and Networks, DSN 2022. IEEE, p. 215-226 12 p. (Proceedings : International Conference on Dependable Systems and Networks).

    Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review

    Open Access
    5 Citations (Scopus)

  • On Things that Matter in Learning Programming: Towards a Scale for New Programming Students

    Pesonen, H. & Hellas, A., 2022, 2022 IEEE Frontiers in Education Conference (FIE). IEEE, 9 p. (Conference proceedings : Frontiers in Education Conference).

    Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review

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    2 Citations (Scopus)
    73 Downloads (Pure)

  • Open Platform for Rapid Prototyping of Smart Environment Applications

    Malhi, A. & Apopei, V., 3 Jun 2022, 2022 International Wireless Communications and Mobile Computing (IWCMC). IEEE, p. 865-870 6 p. 9825006. (International Wireless Communications and Mobile Computing Conference).

    Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review

  • Parallel MCMC Without Embarrassing Failures

    Augusto de Souza, D., Parente Paiva Mesquita, D., Kaski, S. & Acerbi, L., 2022, Proceedings of The 25th International Conference on Artificial Intelligence and Statistics. JMLR, p. 1786-1804 (Proceedings of Machine Learning Research; vol. 151).

    Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review

    Open Access
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    36 Downloads (Pure)

  • Parametric Ambisonic Encoding using a Microphone Array with a One-plus-Three Configuration

    McCormack, L., Gonzalez, R., Fernandez, J., Hold, C. & Politis, A., 2022, 2022 AES International Conference on Audio for Virtual and Augmented Reality. Curran Associates Inc., p. 142-151 10 p.

    Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review

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    3 Citations (Scopus)
    69 Downloads (Pure)

  • Parsons Problems and Beyond: Systematic Literature Review and Empirical Study Designs

    Ericson, B. J., Denny, P., Prather, J., Duran, R., Hellas, A., Leinonen, J., Miller, C. S., Morrison, B. B., Pearce, J. L. & Rodger, S. H., 27 Dec 2022, ITiCSE-WGR 2022 - Proceedings of the 2022 Working Group Reports on Innovation and Technology in Computer Science Education. ACM, p. 191-234 44 p.

    Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review

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    41 Citations (Scopus)
    163 Downloads (Pure)

  • PatchUp : A Feature-Space Block-Level Regularization Technique for Convolutional Neural Networks

    Faramarzi, M., Amini, M., Badrinaaraayanan, A., Verma, V. & Chandar, S., 30 Jun 2022, AAAI-22 Technical Tracks 1. AAAI Press, p. 589-597 9 p. (Proceedings of the AAAI Conference on Artificial Intelligence; vol. 36).

    Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review

    Open Access
    32 Citations (Scopus)

  • Pausing While Programming: Insights From Keystroke Analysis

    Shrestha, R., Leinonen, J., Zavgorodniaia, A., Hellas, A. & Edwards, J., 13 Jun 2022, 2022 IEEE/ACM 44th International Conference on Software Engineering: Software Engineering Education and Training (ICSE-SEET). IEEE, p. 187-198 12 p.

    Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review

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    11 Citations (Scopus)
    54 Downloads (Pure)

  • Personalized Game Difficulty Prediction Using Factorization Machines

    Kristensen, J. T., Guckelsberger, C., Burelli, P. & Hämäläinen, P., 28 Oct 2022, UIST '22: Proceedings of the 35th Annual ACM Symposium on User Interface Software and Technology. ACM, 13 p. 88

    Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review

    Open Access
    3 Citations (Scopus)

  • Piloting Natural Language Generation for Personalized Progress Feedback

    Leppänen, L., Hellas, A. & Leinonen, J., Oct 2022, 2022 IEEE Frontiers in Education Conference (FIE). IEEE, 8 p. (Conference proceedings : Frontiers in Education Conference).

    Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review

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    2 Citations (Scopus)
    111 Downloads (Pure)

  • Post-Attention Modulator for Dense Video Captioning

    Guo, Z., Wang, T.-J. J. & Laaksonen, J., 2022, Proceedings of the 26th International Conference on Pattern Recognition (ICPR). IEEE, p. 1536-1542 (International Conference on Pattern Recognition).

    Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review

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    2 Citations (Scopus)
    54 Downloads (Pure)

  • Posterior linearisation filter for non-linear state transformation noises

    Raitoharju, M., Hostettler, R. & Sarkka, S., 2022, 2022 25th International Conference on Information Fusion, FUSION 2022. IEEE, p. 1-6 6 p.

    Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review

    Open Access
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    1 Citation (Scopus)
    46 Downloads (Pure)

  • Prediction and exposure of delays from a base station perspective in 5G and beyond networks

    Rao, A., Tärneberg, W., Fitzgerald, E., Corneo, L., Zavodovski, A., Rai, O., Johansson, S., Berggren, V., Riaz, H., Kilinc, C. & Johnsson, A., 22 Aug 2022, 5G-MeMU 2022 - Proceedings of the ACM SIGCOMM 2022 Workshop on 5G and Beyond Network Measurements, Modeling, and Use Cases - Part of SIGCOMM 2022. ACM, p. 8-14 7 p.

    Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review

    5 Citations (Scopus)

  • Principal Component Analysis Visualizations in State Discovery by Animating Exploration Results

    Sirola, M., Rinta-Koski, O. P., Nguyen, L. N. & Hollmen, J., 2022, Proceedings - 2022 IEEE International Conference on Smart Computing, SMARTCOMP 2022. IEEE, p. 257-262 6 p. (IEEE international conference on smart computing).

    Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review

    Open Access
    2 Citations (Scopus)

  • Privacy Paradox in Social Media: A System Dynamics Analysis

    Arzoglou, E., Kortesniemi, Y., Ruutu, S. & Elo, T., 2022, Computational Science - ICCS 2022, 22nd International Conference, Proceedings. Groen, D., de Mulatier, C., Krzhizhanovskaya, V. V., Sloot, P. M. A., Paszynski, M. & Dongarra, J. J. (eds.). Springer, p. 651-666 16 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13350 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review

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    3 Citations (Scopus)
    84 Downloads (Pure)

  • Projection Predictive Inference for Generalized Linear and Additive Multilevel Models

    Catalina, A., Burkner, P. & Vehtari, A., 2022, INTERNATIONAL CONFERENCE ON ARTIFICIAL INTELLIGENCE AND STATISTICS, VOL 151. Camps-Valls, G., Ruiz, F. & Valera (eds.). JMLR, 16 p. (Proceedings of Machine Learning Research; vol. 151).

    Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review

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    47 Downloads (Pure)

  • Propositional encodings of acyclicity and reachability by using vertex elimination

    Feyzbakhsh Rankooh, M. & Rintanen, J., 28 Jun 2022, Proceedings of the AAAI Conference on Artificial Intelligence. AAAI Press, p. 5861-5868 8 p. (Proceedings of the AAAI Conference on Artificial Intelligence; vol. 36, no. 5).

    Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review

    Open Access

  • Provably expressive temporal graph networks

    Souza, A. H., Mesquita, D., Kaski, S. & Garg, V., 2022, Advances in Neural Information Processing Systems 35 (NeurIPS 2022). Koyejo, S., Mohamed, S., Agarwal, A., Belgrave, D., Cho, K. & Oh, A. (eds.). Morgan Kaufmann Publishers, 13 p. (Advances in Neural Information Processing Systems; vol. 35).

    Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review

    Open Access

  • Public Views on Digital COVID-19 Certificates: a Mixed Methods User Study

    Nurgalieva, L., Ryan, S., Balaskas, A., Lindqvist, J. & Doherty, G., 29 Apr 2022, CHI 2022 - Proceedings of the 2022 CHI Conference on Human Factors in Computing Systems. ACM, 75

    Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review

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    7 Citations (Scopus)
    105 Downloads (Pure)

  • Real-time Adversarial Perturbations against Deep Reinforcement Learning Policies: Attacks and Defenses

    Atli Tekgul, B., Wang, S., Marchal, S. & Asokan, N., 2022, Computer Security – ESORICS 2022 - 27th European Symposium on Research in Computer Security, Proceedings. Atluri, DiPietro, R., Jensen, C. & Meng, W. (eds.). Springer, Vol. 13556. p. 384-404 21 p. (Lecture Notes in Computer Science; vol. 13556).

    Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review

    Open Access
    6 Citations (Scopus)

  • Reassembling the Lives of Finnish Prisoners of the Second World War on the Semantic Web

    Koho, M., Ikkala, E. & Hyvönen, E., 12 Jun 2022, Proceedings of the Third Conference on Biographical Data in a Digital World (BD 2019). CEUR, p. 31-39 9 p. (CEUR Workshop Proceedings; vol. 3152).

    Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review

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    31 Downloads (Pure)

  • Rediscovering Affordance: A Reinforcement Learning Perspective

    Liao, Y. C., Todi, K., Acharya, A., Keurulainen, A., Howes, A. & Oulasvirta, A., 29 Apr 2022, CHI 2022 - Proceedings of the 2022 CHI Conference on Human Factors in Computing Systems. ACM, 15 p. 362

    Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review

    Open Access
    12 Citations (Scopus)