Papers

2021

  • Niraj Ramesh Dayama, Morteza Shiripour, Antti Oulasvirta, Evgeny Ivanko, and Andreas Karrenbauer. Foraging-based optimization of menu systems. International Journal of Human-Computer Studies, 151:102624, 2021.
    [BibTeX] [Download PDF]
    @article{dayama2021foraging,
    title={Foraging-based optimization of menu systems},
    author={Dayama, Niraj Ramesh and Shiripour, Morteza and Oulasvirta, Antti and Ivanko, Evgeny and Karrenbauer, Andreas},
    journal={International Journal of Human-Computer Studies},
    volume={151},
    pages={102624},
    year={2021},
    url={https://www.sciencedirect.com/science/article/pii/S1071581921000422},
    publisher={Academic Press}
    }

  • Kashyap Todi, Luis A. Leiva, Daniel Buschek, and Antti Oulasvirta. Conversations with GUIs. In Proceedings of the ACM Conference on Designing Interactive Systems (DIS), 2021.
    [BibTeX] [Download PDF]
    @inproceedings{todi2021conversations,
    title={Conversations with GUIs},
    author={Todi, Kashyap and Leiva, Luis A and Buschek, Daniel and Oulasvirta, Antti},
    booktitle={Proceedings of the ACM Conference on Designing Interactive Systems (DIS)},
    url={https://userinterfaces.aalto.fi/hey_gui/resources/dis2021-todi-hey_gui.pdf},
    year={2021}
    }

  • Antti Oulasvirta and Kasper Hornbæk. Counterfactual Thinking: What Theories Do in Design. International Journal of Human–Computer Interaction, page 1–15, 2021.
    [BibTeX] [Download PDF]
    @article{oulasvirta2021counterfactual,
    title={Counterfactual Thinking: What Theories Do in Design},
    author={Oulasvirta, Antti and Hornb{\ae}k, Kasper},
    journal={International Journal of Human--Computer Interaction},
    pages={1--15},
    year={2021},
    url={https://www.tandfonline.com/doi/abs/10.1080/10447318.2021.1925436},
    publisher={Taylor \& Francis}
    }

  • Markku Laine, Yu Zhang, Simo Santala, Jussi PP Jokinen, and Antti Oulasvirta. Responsive and Personalized Web Layouts with Integer Programming. Proceedings of the ACM on Human-Computer Interaction, 5(EICS):1–23, 2021.
    [BibTeX] [Download PDF]
    @article{laine2021responsive,
    title={Responsive and Personalized Web Layouts with Integer Programming},
    author={Laine, Markku and Zhang, Yu and Santala, Simo and Jokinen, Jussi PP and Oulasvirta, Antti},
    journal={Proceedings of the ACM on Human-Computer Interaction},
    volume={5},
    number={EICS},
    pages={1--23},
    year={2021},
    url={https://dl.acm.org/doi/abs/10.1145/3461735},
    publisher={ACM New York, NY, USA}
    }

  • Morteza Shiripour, Niraj Ramesh Dayama, and Antti Oulasvirta. Grid-based Genetic Operators for Graphical Layout Generation. Proceedings of the ACM on Human-Computer Interaction, 5(EICS):1–30, 2021.
    [BibTeX] [Download PDF]
    @article{shiripour2021grid,
    title={Grid-based Genetic Operators for Graphical Layout Generation},
    author={Shiripour, Morteza and Dayama, Niraj Ramesh and Oulasvirta, Antti},
    journal={Proceedings of the ACM on Human-Computer Interaction},
    volume={5},
    number={EICS},
    pages={1--30},
    year={2021},
    url={https://dl.acm.org/doi/abs/10.1145/3461730},
    publisher={ACM New York, NY, USA}
    }

  • Kashyap Todi, Gilles Bailly, Luis Leiva, and Antti Oulasvirta. Adapting User Interfaces with Model-based Reinforcement Learning. In Proceedings of the 2021 CHI Conference on Human Factors in Computing Systems (CHI ’21). ACM, 2021.
    [BibTeX] [Download PDF]
    @inproceedings{todi2021adapting,
    author = {Todi, Kashyap and Bailly, Gilles and Leiva, Luis and Oulasvirta, Antti},
    booktitle = {Proceedings of the 2021 CHI Conference on Human Factors in Computing Systems (CHI '21)},
    title = {Adapting User Interfaces with Model-based Reinforcement Learning},
    year = {2021},
    publisher = {ACM},
    url = {https://kashyaptodi.com/adaptive/}}

  • Jussi Jokinen, Aditya Acharya, Mohammad Uzair, Xinhui Jiang, and Antti Oulasvirta. Touchscreen Typing as Optimal Supervisory Control. In Proceedings of the 2021 CHI Conference on Human Factors in Computing Systems (CHI ’21). ACM, 2021.
    [BibTeX] [Download PDF]
    @inproceedings{jokinen2021touchscreen,
    author = {Jokinen, Jussi and Acharya, Aditya and Uzair, Mohammad and Jiang, Xinhui and Oulasvirta, Antti},
    booktitle = {Proceedings of the 2021 CHI Conference on Human Factors in Computing Systems (CHI '21)},
    title = {Touchscreen Typing as Optimal Supervisory Control},
    year = {2021},
    publisher = {ACM},
    url = {https://userinterfaces.aalto.fi/touchscreen-typing/}}

  • Xiuli Chen, Aditya Acharya, Antti Oulasvirta, and Andrew Howes. An Adaptive Model of Gaze-based Selection. In Proceedings of the 2021 CHI Conference on Human Factors in Computing Systems (CHI ’21). ACM, 2021.
    [BibTeX] [Download PDF]
    @inproceedings{chen2021an,
    author = {Chen, Xiuli and Acharya, Aditya and Oulasvirta, Antti and Howes, Andrew},
    booktitle = {Proceedings of the 2021 CHI Conference on Human Factors in Computing Systems (CHI '21)},
    title = {An Adaptive Model of Gaze-based Selection},
    year = {2021},
    publisher = {ACM},
    url = {https://userinterfaces.aalto.fi}}

  • Niraj Dayama, Simo Santala, Lukas Brueckner, Kashyap Todi, Jingzhou Du, and Antti Oulasvirta. Interactive Layout Transfer. In Proceedings of the 26th International Conference on Intelligent User Interfaces (IUI’21). ACM, 2021.
    [BibTeX] [Download PDF]
    @inproceedings{dayama2021interactive,
    author = {Dayama, Niraj and Santala, Simo and Brueckner, Lukas and Todi, Kashyap and Du, Jingzhou and Oulasvirta, Antti},
    booktitle={Proceedings of the 26th International Conference on Intelligent User Interfaces (IUI'21)},
    title = {Interactive Layout Transfer},
    year = {2021},
    publisher = {ACM},
    url = {https://userinterfaces.aalto.fi}}

  • Aurelien Nioche, Pierre-Alexandre Murena, Carlos de la Torre-Ortiz, and Antti Oulasvirta. Improving Artificial Teachers by Considering how People Learn and Forget. In Proceedings of the 26th International Conference on Intelligent User Interfaces (IUI’21). ACM, 2021.
    [BibTeX] [Download PDF]
    @inproceedings{nioche2021improving,
    author = {Nioche, Aurelien and Murena, Pierre-Alexandre and de la Torre-Ortiz, Carlos and Oulasvirta, Antti},
    booktitle={Proceedings of the 26th International Conference on Intelligent User Interfaces (IUI'21)},
    title = {Improving Artificial Teachers by Considering how People Learn and Forget},
    year = {2021},
    publisher = {ACM},
    url = {https://userinterfaces.aalto.fi}}

  • Aurélien Nioche, Nicolas P. Rougier, Marc Deffains, Sacha Bourgeois-Gironde, Sébastien Ballesta, and Thomas Boraud. The adaptive value of probability distortion and risk-seeking in macaques’ decision-making. Proceedings of the Royal Society of London. Series B, Containing papers of a Biological character. Royal Society (Great Britain), 2021.
    [BibTeX] [Download PDF]
    @article{nioche:hal-03005035,
    TITLE = {{The adaptive value of probability distortion and risk-seeking in macaques' decision-making}},
    AUTHOR = {Nioche, Aur{\'e}lien and Rougier, Nicolas P. and Deffains, Marc and Bourgeois-Gironde, Sacha and Ballesta, S{\'e}bastien and Boraud, Thomas},
    URL = {https://hal.inria.fr/hal-03005035},
    JOURNAL = {{Proceedings of the Royal Society of London. Series B, Containing papers of a Biological character. Royal Society (Great Britain)}},
    PUBLISHER = {{Royal Society, The}},
    YEAR = {2021},
    MONTH = Jan,
    KEYWORDS = {Genetic algorithm ; Cognitive biases ; Monkey ; Autonomous Cognitive Testing ; Experimental economics},
    PDF = {https://hal.inria.fr/hal-03005035/file/Nioche%20et%20al-R3-clean.pdf},
    HAL_ID = {hal-03005035},
    HAL_VERSION = {v1},
    }

  • Anna Feit, Mathieu Nancel, Maximilian John, Andreas Karrenbauer, Daryl Weir, and Antti Oulasvirta. AZERTY ameliore: Computational Design on a National Scale. Communications of the ACM, 2021.
    [BibTeX] [Download PDF]
    @article{feit2021,
    title={AZERTY ameliore: Computational Design on a National Scale},
    author={Feit, Anna and Nancel, Mathieu and John, Maximilian and Karrenbauer, Andreas and Weir, Daryl and Oulasvirta, Antti},
    journal={Communications of the ACM},
    url={https://cacm.acm.org/magazines/2021/2/250082-azerty-amlior/fulltext},
    year={2021}
    }

  • Christoph Gebhardt, Antti Oulasvirta, and Otmar Hilliges. Hierarchical Reinforcement Learning as a Model of Human Task Interleaving. Computational Brain and Behavior, 2021.
    [BibTeX] [Download PDF]
    @article{gebhardt2020hierarchical,
    title={Hierarchical Reinforcement Learning as a Model of Human Task Interleaving},
    author={Gebhardt, Christoph and Oulasvirta, Antti and Hilliges, Otmar},
    journal={Computational Brain and Behavior},
    year={2021},
    url={https://arxiv.org/pdf/2001.02122.pdf}
    }

2020

  • Jussi Jokinen, Tuomas Kujala, and Antti Oulasvirta. Multitasking in Driving as Optimal Adaptation under Uncertainty. Human Factors, 2020.
    [BibTeX] [Download PDF]
    @article{jokinen2020,
    title={Multitasking in Driving as Optimal Adaptation under Uncertainty},
    author={Jokinen, Jussi and Kujala, Tuomas and Oulasvirta, Antti},
    journal={Human Factors},
    year={2020},
    url={https://journals.sagepub.com/doi/abs/10.1177/0018720820927687}
    }

  • Simo Santala, Antti Oulasvirta, and Tino Weinkauf. Fast Design Space Rendering of Scatterplots. In Andreas Kerren, Christoph Garth, and Elisabeta G. Marai, editors, EuroVis 2020 – Short Papers. The Eurographics Association, 2020. doi:10.2312/evs.20201058
    [BibTeX]
    @inproceedings {s.20201058,
    booktitle = {EuroVis 2020 - Short Papers},
    editor = {Kerren, Andreas and Garth, Christoph and Marai, G. Elisabeta},
    title = {{Fast Design Space Rendering of Scatterplots}},
    author = {Santala, Simo and Oulasvirta, Antti and Weinkauf, Tino},
    year = {2020},
    publisher = {The Eurographics Association},
    ISBN = {978-3-03868-106-9},
    DOI = {10.2312/evs.20201058}
    }

  • Lukas Brückner, Ioannis Arapakis, and Luis A. Leiva. Query Abandonment Prediction with Deep Learning Models of Mouse Cursor Movements. In Proc. CIKM, 2020. doi:10.1145/3340531.3412126
    [BibTeX]
    @InProceedings{Bruckner20_abandonment,
    author = {Lukas Brückner and Ioannis Arapakis and Luis A. Leiva},
    title = {Query Abandonment Prediction with Deep Learning Models of Mouse Cursor Movements},
    booktitle = {Proc. CIKM},
    year = {2020},
    doi = {10.1145/3340531.3412126},
    }

  • Markku Laine, Ai Nakajima, Niraj Dayama, and Antti Oulasvirta. Layout as a Service (LaaS): A Service Platform for Self-Optimizing Web Layouts. In Proc. ICWE’20, 2020.
    [BibTeX] [Download PDF]
    @inproceedings{laine2020,
    title={Layout as a Service (LaaS): A Service Platform for Self-Optimizing Web Layouts },
    author={Laine, Markku and Nakajima, Ai and Dayama, Niraj and Oulasvirta, Antti},
    booktitle={Proc. ICWE'20},
    year={2020},
    url={https://userinterfaces.aalto.fi/laas/}
    }

  • Luis A. Leiva, Yunfei Xue, Avya Bansal, Hamed R. Tavakoli, Tuğçe Köroğlu, Jingzhou Du, Niraj R. Dayama, and Antti Oulasvirta. Understanding Visual Saliency in Mobile User Interfaces. In Proc. MobileHCI, 2020. doi:10.1145/3379503.3403557
    [BibTeX]
    @InProceedings{Leiva20_saliency,
    author = {Luis A. Leiva and Yunfei Xue and Avya Bansal and Hamed R. Tavakoli and Tuğçe Köroğlu and Jingzhou Du and Niraj R. Dayama and Antti Oulasvirta},
    title = {Understanding Visual Saliency in Mobile User Interfaces},
    booktitle = {Proc. MobileHCI},
    year = {2020},
    doi = {10.1145/3379503.3403557},
    }

  • Ioannis Arapakis and Luis A. Leiva. Learning Efficient Representations of Mouse Movements to Predict User Attention. In Proc. SIGIR, 2020. doi:10.1145/3397271.3401031
    [BibTeX] [Download PDF]
    @InProceedings{Arapakis20_mtdl,
    author = {Ioannis Arapakis and Luis A. Leiva},
    title = {Learning Efficient Representations of Mouse Movements to Predict User Attention},
    booktitle = {Proc. SIGIR},
    year = {2020},
    doi = {10.1145/3397271.3401031},
    url = {https://arxiv.org/pdf/2006.01644},
    }

  • Janin Koch, Nicolas Taffin, Markku Laine, Michel Beaudouin-Lafon, Andres Lucero, and Wendy Mackay. ImageSense: An Intelligent Collaborative Ideation Tool to Support Diverse Human-Computer Partnerships. CSCW, 2020.
    [BibTeX] [Download PDF]
    @article{koch2020,
    title={ImageSense: An Intelligent Collaborative Ideation Tool to Support Diverse Human-Computer Partnerships},
    author={Koch, Janin and Taffin, Nicolas and Laine, Markku and Beaudouin-Lafon, Michel and Lucero, Andres and Mackay, Wendy},
    journal={CSCW},
    year={2020},
    url={http://users.comnet.aalto.fi/oulasvir/pubs/Koch_CSCW.pdf}
    }

  • Janin Koch, Nicolas Taffin, Andrés Lucero, and Wendy Mackay. SemanticCollage: Enriching Digital Mood Board Design with Semantic Labels. In Proceedings of the Designing Interactive Systems Conference 2020 (DIS ’20). ACM,, 2020. doi:10.1145/3357236.3395494
    [BibTeX] [Download PDF]
    @inproceedings{SemanticCollage,
    title={SemanticCollage: Enriching Digital Mood Board Design with Semantic Labels},
    author={Koch, Janin and Taffin, Nicolas and Lucero, Andr{\'e}s and Mackay, Wendy},
    booktitle={Proceedings of the Designing Interactive Systems Conference 2020 (DIS '20)},
    year={2020},
    DOI={10.1145/3357236.3395494},
    url={https://userinterfaces.aalto.fi/wp-content/uploads/DIS_2020_SemanticCollage-1.pdf},
    organization={ACM}
    }

  • Luis A. Leiva, Radu-Daniel Vatavu, Daniel Martín-Albo, and Réjean Plamondon. Omnis Praedictio: Estimating the Full Spectrum of Human Performance with Stroke Gestures. International Journal of Human-Computer Studies, 142, 2020. doi:10.1016/j.ijhcs.2020.102466
    [BibTeX] [Download PDF]
    @Article{Leiva20_omnis,
    author = {Luis A. Leiva and Radu-Daniel Vatavu and Daniel Martín-Albo and Réjean Plamondon},
    title = {{Omnis Praedictio}: Estimating the Full Spectrum of Human Performance with Stroke Gestures},
    journal = {International Journal of Human-Computer Studies},
    volume = {142},
    year = {2020},
    doi = {10.1016/j.ijhcs.2020.102466},
    url = {https://arxiv.org/pdf/2005.13477},
    }

  • Ioannis Arapakis, Antonio Penta, Hideo Joho, and Luis A. Leiva. A Price-Per-Attention Auction Scheme Using Mouse Cursor Information. ACM Transactions on Information Systems, 38(2), 2020.
    [BibTeX] [Download PDF]
    @article{PPAA-TOIS,
    author = {Ioannis Arapakis and Antonio Penta and Hideo Joho and Luis
    A. Leiva},
    title = {A Price-Per-Attention Auction Scheme Using Mouse Cursor
    Information},
    journal = {ACM Transactions on Information Systems},
    volume = {38},
    number = {2},
    year = {2020},
    url = {https://luis.leiva.name/web/docs/papers/ppa-tois20-preprint.pdf}
    }

  • Fabio Colella, Pedram Daee, Jussi Jokinen, Antti Oulasvirta, and Samuel Kaski. Human Strategic Steering Improves Performance of Interactive Optimization. In Proc. UMAP’20, 2020.
    [BibTeX] [Download PDF]
    @inproceedings{colella2020human,
    title={Human Strategic Steering Improves Performance of Interactive Optimization},
    author={Colella, Fabio and Daee, Pedram and Jokinen, Jussi and Oulasvirta, Antti and Kaski, Samuel},
    booktitle = {Proc. UMAP'20},
    year={2020},
    url={https://arxiv.org/pdf/2005.01291}
    }

  • Gazi Karam Illahi, Thomas Van Gemert, Matti Siekkinen, Enrico Masala, Antti Oulasvirta, and Antti Ylä-Jääski. Cloud gaming with foveated video encoding. ACM Transactions on Multimedia Computing, Communications, and Applications (TOMM), 16(1):1–24, 2020.
    [BibTeX] [Download PDF]
    @article{illahi2020cloud,
    title={Cloud gaming with foveated video encoding},
    author={Illahi, Gazi Karam and Gemert, Thomas Van and Siekkinen, Matti and Masala, Enrico and Oulasvirta, Antti and Yl{\"a}-J{\"a}{\"a}ski, Antti},
    journal={ACM Transactions on Multimedia Computing, Communications, and Applications (TOMM)},
    volume={16},
    number={1},
    pages={1--24},
    year={2020},
    publisher={ACM New York, NY, USA},
    url={https://dl.acm.org/doi/pdf/10.1145/3369110}
    }

  • Niraj Ramesh Dayama, Morteza Shiripour, Antti Oulasvirta, Evgeny Ivanko, and Andreas Karrenbaue. Foraging-based Optimization of Menu Systems. arXiv preprint arXiv:2005.01292, 2020.
    [BibTeX] [Download PDF]
    @article{dayama2020foraging,
    title={Foraging-based Optimization of Menu Systems},
    author={Dayama, Niraj Ramesh and Shiripour, Morteza and Oulasvirta, Antti and Ivanko, Evgeny and Karrenbaue, Andreas},
    journal={arXiv preprint arXiv:2005.01292},
    year={2020},
    url={https://arxiv.org/pdf/2005.01292}
    }

  • Niraj Dayama, Kashyap Todi, Taru Saarelainen, and Antti Oulasvirta. GRIDS: Interactive Layout Design with Integer Programming. In Proceedings of the 2020 CHI Conference on Human Factors in Computing Systems (CHI ’20). ACM, 2020.
    [BibTeX] [Download PDF]
    @inproceedings{dayama2020grids,
    author = {Dayama, Niraj and Todi, Kashyap and Saarelainen, Taru and Oulasvirta, Antti},
    booktitle = {Proceedings of the 2020 CHI Conference on Human Factors in Computing Systems (CHI '20)},
    title = {GRIDS: Interactive Layout Design with Integer Programming},
    year = {2020},
    publisher = {ACM},
    url = {https://userinterfaces.aalto.fi/grids/}}

  • Sunjun Kim, Byungjoo Lee, Thomas vanGemert, and Antti Oulasvirta. Optimal Sensor Position for a Computer Mouse. In Proceedings of the 2020 CHI Conference on Human Factors in Computing Systems (CHI ’20). ACM, 2020.
    [BibTeX] [Download PDF]
    @inproceedings{kim2020optimal,
    author = {Kim, Sunjun and Lee, Byungjoo and vanGemert, Thomas and Oulasvirta, Antti},
    booktitle = {Proceedings of the 2020 CHI Conference on Human Factors in Computing Systems (CHI '20)},
    title = {Optimal Sensor Position for a Computer Mouse},
    year = {2020},
    publisher = {ACM},
    url = {https://userinterfaces.aalto.fi/mouse_sensor_position/}}

  • Byungjoo Lee, Mathieu Nancel, Sunjun Kim, and Antti Oulasvirta. AutoGain: Gain Function Adaptation with Submovement Efficiency Optimization. In Proceedings of the 2020 CHI Conference on Human Factors in Computing Systems (CHI ’20). ACM, 2020.
    [BibTeX] [Download PDF]
    @inproceedings{lee2020autogain,
    author = {Lee, Byungjoo and Nancel, Mathieu and Kim, Sunjun and Oulasvirta, Antti},
    booktitle = {Proceedings of the 2020 CHI Conference on Human Factors in Computing Systems (CHI '20)},
    title = {AutoGain: Gain Function Adaptation with Submovement Efficiency Optimization},
    year = {2020},
    publisher = {ACM},
    url = {http://users.comnet.aalto.fi/oulasvir/pubs/CHI2020-Lee-AutoGain.pdf}}

  • Yang Li, Sayan Sarcar, Sunjun Kim, and Xiangshi Ren. Swap: A Replacement-based Text Revision Technique for Mobile Devices. In Proceedings of the 2020 CHI Conference on Human Factors in Computing Systems (CHI ’20). ACM, 2020.
    [BibTeX] [Download PDF]
    @inproceedings{li2020swap,
    author = {Li, Yang and Sarcar, Sayan and Kim, Sunjun and Ren, Xiangshi},
    booktitle = {Proceedings of the 2020 CHI Conference on Human Factors in Computing Systems (CHI '20)},
    title = {Swap: A Replacement-based Text Revision Technique for Mobile Devices},
    year = {2020},
    publisher = {ACM},
    url = {http://users.comnet.aalto.fi/oulasvir/pubs/CHI2020-Li-swap.pdf}}

  • Yi-Chi Liao, Sunjun Kim, Byungjoo Lee, and Antti Oulasvirta. Button Simulation and Design via FDVV Models. In Proceedings of the 2020 CHI Conference on Human Factors in Computing Systems (CHI ’20). ACM, 2020.
    [BibTeX] [Download PDF]
    @inproceedings{liao2020button,
    author = {Liao, Yi-Chi and Kim, Sunjun and Lee, Byungjoo and Oulasvirta, Antti},
    booktitle = {Proceedings of the 2020 CHI Conference on Human Factors in Computing Systems (CHI '20)},
    title = {Button Simulation and Design via FDVV Models},
    year = {2020},
    publisher = {ACM},
    url = {http://users.comnet.aalto.fi/oulasvir/pubs/chi2020-liao-button.pdf}}

  • Xinhui Jiang, Jussi Jokinen, VietBa Hirvola, Antti Oulasvirta, and Xiangshi Ren. How We Type: Eye and Finger Movement Strategies in Mobile Typing. In Proceedings of the 2020 CHI Conference on Human Factors in Computing Systems (CHI ’20). ACM, 2020.
    [BibTeX] [Download PDF]
    @inproceedings{jiang2020how,
    author = {Jiang, Xinhui and Jokinen, Jussi and Hirvola, VietBa and Oulasvirta, Antti and Ren, Xiangshi},
    booktitle = {Proceedings of the 2020 CHI Conference on Human Factors in Computing Systems (CHI '20)},
    title = {How We Type: Eye and Finger Movement Strategies in Mobile Typing},
    year = {2020},
    publisher = {ACM},
    url = {https://userinterfaces.aalto.fi/how-we-type-mobile/}}

  • Jussi PP Jokinen, Zhenxin Wang, Sayan Sarcar, Antti Oulasvirta, and Xiangshi Ren. Adaptive Feature Guidance: Modelling Visual Search with Graphical Layouts. International Journal of Human-Computer Studies, 136, 2020.
    [BibTeX] [Download PDF]
    @article{jokinen2020adaptive,
    title={Adaptive Feature Guidance: Modelling Visual Search with Graphical Layouts},
    author={Jokinen, Jussi PP and Wang, Zhenxin and Sarcar, Sayan and Oulasvirta, Antti and Ren, Xiangshi},
    journal={International Journal of Human-Computer Studies},
    volume={136},
    year={2020},
    url={https://doi.org/10.1016/j.ijhcs.2019.102376},
    publisher={Elsevier}
    }

  • Antti Oulasvirta, Niraj Ramesh Dayama, Morteza Shiripour, Maximilian John, and Andreas Karrenbauer. Combinatorial Optimization of Graphical User Interface Designs. IEEE Proceedings, 2020.
    [BibTeX] [Download PDF]
    @article{oulasvirta2020combinatorial,
    title={Combinatorial Optimization of Graphical User Interface Designs},
    author={Oulasvirta, Antti and Ramesh Dayama, Niraj and Shiripour, Morteza and John, Maximilian and Karrenbauer, Andreas},
    journal={IEEE Proceedings},
    year={2020},
    url={https://ieeexplore.ieee.org/document/9000519},
    publisher={IEEE}
    }

2019

  • Katri Leino, Kashyap Todi, Antti Oulasvirta, and Mikko Kurimo. Computer-supported form design using keystroke-level modeling with reinforcement learning. In Proceedings of the 24th International Conference on Intelligent User Interfaces: Companion, page 85–86. ACM,, 2019.
    [BibTeX] [Download PDF]
    @inproceedings{leino2019computer,
    title={Computer-supported form design using keystroke-level modeling with reinforcement learning},
    author={Leino, Katri and Todi, Kashyap and Oulasvirta, Antti and Kurimo, Mikko},
    booktitle={Proceedings of the 24th International Conference on Intelligent User Interfaces: Companion},
    pages={85--86},
    year={2019},
    url={https://dl.acm.org/citation.cfm?id=3308704},
    organization={ACM}
    }

  • Kseniia Palin, Anna Maria Feit, Sunjun Kim, Per Ola Kristensson, and Antti Oulasvirta. How do People Type on Mobile Devices?: Observations from a Study with 37,000 Volunteers. In Proceedings of the 21st International Conference on Human-Computer Interaction with Mobile Devices and Services, page 9. ACM,, 2019.
    [BibTeX] [Download PDF]
    @inproceedings{palin2019people,
    title={How do People Type on Mobile Devices?: Observations from a Study with 37,000 Volunteers},
    author={Palin, Kseniia and Feit, Anna Maria and Kim, Sunjun and Kristensson, Per Ola and Oulasvirta, Antti},
    booktitle={Proceedings of the 21st International Conference on Human-Computer Interaction with Mobile Devices and Services},
    pages={9},
    year={2019},
    url={https://userinterfaces.aalto.fi/typing37k/},
    organization={ACM}
    }

  • Wanyu Liu, Antti Oulasvirta, Olivier Rioul, Michel Beaudouin-Lafon, and Yves Guiard. Information theory: An analysis and design tool for HCI. , 2019.
    [BibTeX] [Download PDF]
    @inproceedings{liu2019information,
    title={Information theory: An analysis and design tool for HCI},
    author={Liu, Wanyu and Oulasvirta, Antti and Rioul, Olivier and Beaudouin-Lafon, Michel and Guiard, Yves},
    url={https://hal.telecom-paristech.fr/hal-02300784/document},
    year={2019}
    }

  • Kashyap Todi, Jussi Jokinen, Kris Luyten, and Antti Oulasvirta. Individualising Graphical Layouts with Predictive Visual Search Models. ACM Transactions on Interactive Intelligent Systems (TiiS), 10(1):9, 2019.
    [BibTeX] [Download PDF]
    @article{todi2019individualising,
    title={Individualising Graphical Layouts with Predictive Visual Search Models},
    author={Todi, Kashyap and Jokinen, Jussi and Luyten, Kris and Oulasvirta, Antti},
    journal={ACM Transactions on Interactive Intelligent Systems (TiiS)},
    volume={10},
    number={1},
    pages={9},
    year={2019},
    url={https://kashyaptodi.com/data/IndividualisingTIIS2019.pdf},
    publisher={ACM}
    }

  • Katri Leino, Antti Oulasvirta, and Mikko Kurimo. RL-KLM: automating keystroke-level modeling with reinforcement learning. In 24rd International Conference on Intelligent User Interfaces, 2019.
    [BibTeX] [Download PDF]
    @inproceedings{leino2019rl,
    title={RL-KLM: automating keystroke-level modeling with reinforcement learning},
    author={Leino, Katri and Oulasvirta, Antti and Kurimo, Mikko},
    booktitle={24rd International Conference on Intelligent User Interfaces},
    url={http://users.comnet.aalto.fi/oulasvir/pubs/RL-KLM-IUI2019.pdf},
    year={2019}
    }

  • Antti Kangasrääsiö, Jussi PP Jokinen, Antti Oulasvirta, Andrew Howes, and Samuel Kaski. Parameter Inference for Computational Cognitive Models with Approximate Bayesian Computation. Cognitive science, 43(6):e12738, 2019.
    [BibTeX] [Download PDF]
    @article{kangasraasio2019parameter,
    title={Parameter Inference for Computational Cognitive Models with Approximate Bayesian Computation},
    author={Kangasr{\"a}{\"a}si{\"o}, Antti and Jokinen, Jussi PP and Oulasvirta, Antti and Howes, Andrew and Kaski, Samuel},
    journal={Cognitive science},
    volume={43},
    number={6},
    pages={e12738},
    url={https://onlinelibrary.wiley.com/doi/abs/10.1111/cogs.12738},
    year={2019}
    }

  • E. Boz, B. Finley, A. Oulasvirta, K. Kilkki, and J. Manner. Mobile QoE prediction in the field. Pervasive and Mobile Computing, page 101039, 2019.
    [BibTeX] [Download PDF]
    @article{boz2019mobile,
    title={Mobile QoE prediction in the field},
    author={Boz, E and Finley, B and Oulasvirta, A and Kilkki, K and Manner, J},
    journal={Pervasive and Mobile Computing},
    pages={101039},
    year={2019},
    url={https://www.sciencedirect.com/science/article/pii/S1574119218307673},
    publisher={Elsevier}
    }

  • Antti Oulasvirta. It’s time to rediscover HCI models. Interactions, 26(4):52–56, 2019.
    [BibTeX] [Download PDF]
    @article{oulasvirta2019s,
    title={It's time to rediscover HCI models},
    author={Oulasvirta, Antti},
    journal={Interactions},
    volume={26},
    number={4},
    pages={52--56},
    year={2019},
    url={https://dl.acm.org/citation.cfm?id=3330340},
    publisher={ACM}
    }

  • Mattia Racca, Antti Oulasvirta, and Ville Kyrki. Teacher-Aware Active Robot Learning. In 2019 14th ACM/IEEE International Conference on Human-Robot Interaction (HRI), page 335–343. IEEE,, 2019.
    [BibTeX] [Download PDF]
    @inproceedings{racca2019teacher,
    title={Teacher-Aware Active Robot Learning},
    author={Racca, Mattia and Oulasvirta, Antti and Kyrki, Ville},
    booktitle={2019 14th ACM/IEEE International Conference on Human-Robot Interaction (HRI)},
    pages={335--343},
    year={2019},
    url={http://users.comnet.aalto.fi/oulasvir/pubs/fp1031.pdf},
    organization={IEEE}
    }

  • Camille Gobert, Kashyap Todi, Gilles Bailly, and Antti Oulasvirta. SAM: self-adapting menus on the web. In Proceedings of the 24th International Conference on Intelligent User Interfaces: Companion, page 75–76. ACM,, 2019.
    [BibTeX] [Download PDF]
    @inproceedings{gobert2019sam,
    title={SAM: self-adapting menus on the web},
    author={Gobert, Camille and Todi, Kashyap and Bailly, Gilles and Oulasvirta, Antti},
    booktitle={Proceedings of the 24th International Conference on Intelligent User Interfaces: Companion},
    pages={75--76},
    year={2019},
    url={https://www.kashyaptodi.com/sam/},
    organization={ACM}
    }

  • Maria Montoya L. Freire, Dominic Potts, Niraj Ramesh Dayama, Antti Oulasvirta, and Mario Di Francesco. Foraging-based optimization of pervasive displays. Pervasive and Mobile Computing, 2019.
    [BibTeX] [Download PDF]
    @article{freire2019foraging,
    title={Foraging-based optimization of pervasive displays},
    author={Freire, Maria L Montoya and Potts, Dominic and Dayama, Niraj Ramesh and Oulasvirta, Antti and Di Francesco, Mario},
    journal={Pervasive and Mobile Computing},
    year={2019},
    url={https://research.aalto.fi/files/32471770/ELEC_Oulasvirta_et_al_foraging_based_optimization_Pervasive_Mobile_Computing.pdf},
    publisher={Elsevier}
    }

  • Janin Koch, Andrés Lucero, Lena Hegemann, and Antti Oulasvirta. May AI?: Design Ideation with Cooperative Contextual Bandits. In Proceedings of the 2019 CHI Conference on Human Factors in Computing Systems, page 633. ACM,, 2019.
    [BibTeX] [Download PDF]
    @inproceedings{koch2019may,
    title={May AI?: Design Ideation with Cooperative Contextual Bandits},
    author={Koch, Janin and Lucero, Andr{\'e}s and Hegemann, Lena and Oulasvirta, Antti},
    booktitle={Proceedings of the 2019 CHI Conference on Human Factors in Computing Systems},
    pages={633},
    year={2019},
    url={https://userinterfaces.aalto.fi/ccb/},
    organization={ACM}
    }

2018

  • Xianyi Gao, Yulong Yang, Can Liu, Christos Mitropoulos, Janne Lindqvist, and Antti Oulasvirta. Forgetting of passwords: ecological theory and data. In 27th USENIX Security Symposium (USENIX Security 18), page 221–238. USENIX Association,, 2018.
    [BibTeX] [Download PDF]
    @inproceedings{gao2018forgetting,
    title={Forgetting of passwords: ecological theory and data},
    author={Gao, Xianyi and Yang, Yulong and Liu, Can and Mitropoulos, Christos and Lindqvist, Janne and Oulasvirta, Antti},
    booktitle={27th USENIX Security Symposium (USENIX Security 18)},
    pages={221--238},
    year={2018},
    url={https://www.usenix.org/system/files/conference/usenixsecurity18/sec18-gao.pdf},
    organization={USENIX Association}
    }

  • Janin Koch and Antti Oulasvirta. Group cognition and collaborative AI. In Human and Machine Learning, page 293–312. Springer, 2018.
    [BibTeX] [Download PDF]
    @incollection{koch2018group,
    title={Group cognition and collaborative AI},
    author={Koch, Janin and Oulasvirta, Antti},
    booktitle={Human and Machine Learning},
    pages={293--312},
    year={2018},
    url={https://userinterfaces.aalto.fi/wp-content/uploads/Group_Cognition_Authors_copy.pdf},
    publisher={Springer}
    }

  • Janin Koch, Magda László, Andrés Lucero, and Antti Oulasvirta. Surfing for Inspiration: Digital Inspirational Material in Design Practice. In Design Research Society 2018 Catalyst (DRS2018), 2018.
    [BibTeX] [Download PDF]
    @inproceedings{koch2018surfing,
    author = {Koch, Janin and László, Magda and Lucero, Andrés and Oulasvirta, Antti},
    booktitle = {Design Research Society 2018 Catalyst (DRS2018)},
    title = {Surfing for Inspiration: Digital Inspirational Material in Design Practice},
    url={https://userinterfaces.aalto.fi/inspiration-in-design/},
    year = {2018}
    }

  • Antti Oulasvirta, Samuli De Pascale, Janin Koch, Thomas Langerak, Jussi Jokinen, Kashyap Todi, Markku Laine, Manoj Kristhombuge, Yuxi Zhu, Aliaksei Miniukovich, and others. Aalto Interface Metrics (AIM): A Service and Codebase for Computational GUI Evaluation. In The 31st Annual ACM Symposium on User Interface Software and Technology Adjunct Proceedings, page 16–19. ACM,, 2018.
    [BibTeX] [Download PDF]
    @inproceedings{oulasvirta2018aalto,
    title={Aalto Interface Metrics (AIM): A Service and Codebase for Computational GUI Evaluation},
    author={Oulasvirta, Antti and De Pascale, Samuli and Koch, Janin and Langerak, Thomas and Jokinen, Jussi and Todi, Kashyap and Laine, Markku and Kristhombuge, Manoj and Zhu, Yuxi and Miniukovich, Aliaksei and others},
    booktitle={The 31st Annual ACM Symposium on User Interface Software and Technology Adjunct Proceedings},
    pages={16--19},
    year={2018},
    url={http://interfacemetrics.aalto.fi},
    organization={ACM}
    }

  • Yi-Chi Liao, Sunjun Kim, and Antti Oulasvirta. One Button to Rule Them All: Rendering Arbitrary Force-Displacement Curves. In The 31st Annual ACM Symposium on User Interface Software and Technology Adjunct Proceedings, page 111–113. ACM,, 2018.
    [BibTeX] [Download PDF]
    @inproceedings{liao2018one,
    title={One Button to Rule Them All: Rendering Arbitrary Force-Displacement Curves},
    author={Liao, Yi-Chi and Kim, Sunjun and Oulasvirta, Antti},
    booktitle={The 31st Annual ACM Symposium on User Interface Software and Technology Adjunct Proceedings},
    pages={111--113},
    year={2018},
    url={https://userinterfaces.aalto.fi/button-simulator/},
    organization={ACM}
    }

  • Marco Speicher, Anna Maria Feit, Pascal Ziegler, and Antonio Krüger. Selection-based Text Entry in Virtual Reality. In Proceedings of the 2018 CHI Conference on Human Factors in Computing Systems (CHI). ACM, 2018.
    [BibTeX] [Download PDF]
    @inproceedings{speicher2018selection,
    author = {Speicher, Marco and Feit, Anna Maria and Ziegler, Pascal and Krüger, Antonio},
    booktitle = {Proceedings of the 2018 CHI Conference on Human Factors in Computing Systems (CHI)},
    title = {Selection-based Text Entry in Virtual Reality},
    year = {2018},
    publisher = {ACM},
    url = {http://umtl.cs.uni-saarland.de/research/projects/selection-based-text-entry-in-virtual-reality.html},
    keywords = {Virtual reality, text entry, pointing, mid-air, user experience, task performance}
    }

  • Pascal Knierim, Valentin Schwind, Anna Maria Feit, Florian Nieuwenhuizen, and Niels Henze. Physical Keyboards in Virtual Reality: Analysis of Typing Performance and Effects of Avatar Hands. In Proceedings of the 2018 CHI Conference on Human Factors in Computing Systems (CHI. ACM, 2018.
    [BibTeX] [Download PDF]
    @inproceedings{knierim2018physical,
    author = {Knierim, Pascal and Schwind, Valentin and Feit, Anna Maria and Nieuwenhuizen, Florian and Henze, Niels},
    booktitle = {Proceedings of the 2018 CHI Conference on Human Factors in Computing Systems (CHI},
    title = {Physical Keyboards in Virtual Reality: Analysis of Typing Performance and Effects of Avatar Hands },
    year = {2018},
    publisher = {ACM},
    url = {http://annafeit.de/resources/papers/Physical_keyboards_in_VR_CHI18.pdf},
    keywords = {Virtual reality, text entry, physical keyboard, hands}
    }

  • Antti Oulasvirta, Per Ola Kristensson, Xiaojun Bi, and Andrew Howes. Computational Interaction. Oxford University Press, 2018.
    [BibTeX] [Download PDF]
    @book{oulasvirta2018computational,
    title={Computational Interaction},
    author={Oulasvirta, Antti and Kristensson, Per Ola and Bi, Xiaojun and Howes, Andrew},
    year={2018},
    url={http://www.oup.com/academic/product/9780198799610},
    publisher={Oxford University Press}
    }

  • Antti Oulasvirta, Sunjun Kim, and Byungjoo Lee. Neuromechanics of a Button Press. , page 4099–4112. ACM Press,, 2018.
    [BibTeX] [Download PDF]
    @inproceedings{oulasvirta2018neuromechanics,
    title = {Proceedings of the 2018 CHI Conference on Human Factors in Computing Systems (CHI '18)},
    author = {Oulasvirta, Antti and Kim, Sunjun and Lee, Byungjoo},
    title = {Neuromechanics of a Button Press},
    pages = {4099--4112},
    year = {2018},
    url = {http://userinterfaces.aalto.fi/neuromechanics},
    organization = {ACM Press}
    }

  • Sunjun Kim, Byungjoo Lee, and Antti Oulasvirta. Impact Activation Improves Rapid Button Pressing. In Proceedings of the 2018 CHI Conference on Human Factors in Computing Systems (CHI ’18). ACM, 2018.
    [BibTeX] [Download PDF]
    @inproceedings{kim2018impact,
    author = {Kim, Sunjun and Lee, Byungjoo and Oulasvirta, Antti},
    booktitle = {Proceedings of the 2018 CHI Conference on Human Factors in Computing Systems (CHI '18)},
    title = {Impact Activation Improves Rapid Button Pressing},
    year = {2018},
    publisher = {ACM},
    url = {http://userinterfaces.aalto.fi/impact_activation},
    keywords = {impact activation, button design, activation point, temporal pointing, rapid tapping}
    }

  • Byungjoo Lee, Sunjun Kim, Antti Oulasvirta, Jong-in Lee, and Eunji Park. Moving Target Selection: A Cue Integration Model. In Proceedings of the 2018 CHI Conference on Human Factors in Computing Systems (CHI ’18). ACM Press, 2018.
    [BibTeX] [Download PDF]
    @inproceedings{lee2018moving,
    author = {Lee, Byungjoo and Kim, Sunjun and Oulasvirta, Antti and Lee, Jong-in and Park, Eunji},
    booktitle = {Proceedings of the 2018 CHI Conference on Human Factors in Computing Systems (CHI '18)},
    title = {Moving Target Selection: A Cue Integration Model},
    year = {2018},
    url = {http://kiml.org/Moving-Target-Selection},
    publisher = {ACM Press}
    }

  • Vivek Dhakal, Anna Feit, Per Ola Kristensson, and Antti Oulasvirta. Observations on Typing from 136 Million Keystrokes. In Proceedings of the 2018 CHI Conference on Human Factors in Computing Systems (CHI ’18). ACM, 2018.
    [BibTeX] [Download PDF]
    @inproceedings{dhakal2018observations,
    author = {Dhakal, Vivek and Feit, Anna and Kristensson, Per Ola and Oulasvirta, Antti},
    booktitle = {Proceedings of the 2018 CHI Conference on Human Factors in Computing Systems (CHI '18)},
    title = {{Observations on Typing from 136 Million Keystrokes}},
    year = {2018},
    publisher = {ACM},
    url = {http://userinterfaces.aalto.fi/136Mkeystrokes},
    keywords = {text entry, modern typing behavior, large-scale study}
    }

  • Kashyap Todi, Jussi Jokinen, Kris Luyten, and Antti Oulasvirta. Familiarisation: Restructuring Layouts with Visual Learning Models. In 23rd International Conference on Intelligent User Interfaces, page 547–558. ACM,, 2018.
    [BibTeX] [Download PDF]
    @inproceedings{todi2018familiarisation,
    title={Familiarisation: Restructuring Layouts with Visual Learning Models},
    author={Todi, Kashyap and Jokinen, Jussi and Luyten, Kris and Oulasvirta, Antti},
    booktitle={23rd International Conference on Intelligent User Interfaces},
    pages={547--558},
    year={2018},
    url={http://www.kashyaptodi.com/familiarisation/},
    organization={ACM}
    }

  • Sayan Sarcar, Jussi PP Jokinen, Antti Oulasvirta, Zhenxin Wang, Chaklam Silpasuwanchai, and Xiangshi Ren. Ability-Based Optimization of Touchscreen Interactions. IEEE Pervasive Computing, 17(1):15–26, 2018.
    [BibTeX] [Download PDF]
    @article{sarcar2018ability,
    title={Ability-Based Optimization of Touchscreen Interactions},
    author={Sarcar, Sayan and Jokinen, Jussi PP and Oulasvirta, Antti and Wang, Zhenxin and Silpasuwanchai, Chaklam and Ren, Xiangshi},
    journal={IEEE Pervasive Computing},
    volume={17},
    number={1},
    pages={15--26},
    year={2018},
    url={http://userinterfaces.aalto.fi/ability-based-optimization},
    publisher={IEEE}
    }

  • Seonwook Park, Christoph Gebhardt, Roman Rädle, Anna Feit, Hana Vrzakova, Niraj Dayama, Hui-Shyong Yeo, Clemens Klokmose, Aaron Quigley, Antti Oulasvirta, and others. AdaM: Adapting Multi-User Interfaces for Collaborative Environments in Real-Time. In Proceedings of the 36th Annual ACM Conference on Human Factors in Computing Systems (CHI’18). ACM Press, 2018.
    [BibTeX] [Download PDF]
    @inproceedings{park2018adam,
    title={AdaM: Adapting Multi-User Interfaces for Collaborative Environments in Real-Time},
    author={Park, Seonwook and Gebhardt, Christoph and R{\"a}dle, Roman and Feit, Anna and Vrzakova, Hana and Dayama, Niraj and Yeo, Hui-Shyong and Klokmose, Clemens and Quigley, Aaron and Oulasvirta, Antti and others},
    booktitle={Proceedings of the 36th Annual ACM Conference on Human Factors in Computing Systems (CHI’18)},
    url={https://ait.ethz.ch/projects/2018/adam/},
    publisher={ACM Press},
    year={2018}
    }

2017

  • Antti Kangasrääsiö, Kumaripaba Athukorala, Andrew Howes, Jukka Corander, Samuel Kaski, and Antti Oulasvirta. Inferring Cognitive Models from Data using Approximate Bayesian Computation. In Proceedings of the 35th Annual ACM Conference on Human Factors in Computing Systems, CHI ’17, New York, NY, USA, 2017. ACM.
    [BibTeX] [Download PDF]
    @inproceedings{kangasraasio2016inverse,
    title={Inferring Cognitive Models from Data using Approximate Bayesian Computation},
    author={Kangasr{\"a}{\"a}si{\"o}, Antti and Athukorala, Kumaripaba and Howes, Andrew and Corander, Jukka and Kaski, Samuel and Oulasvirta, Antti},
    booktitle = {Proceedings of the 35th Annual ACM Conference on Human Factors in Computing Systems},
    series = {CHI '17},
    year = {2017},
    url = {http://dx.doi.org/10.1145/3025453.3025576},
    acmid = {3025576},
    publisher = {ACM},
    address = {New York, NY, USA},
    }

  • Jussi PP Jokinen, Sayan Sarcar, Antti Oulasvirta, Chaklam Silpasuwanchai, Zhenxin Wang, and Xiangshi Ren. Modelling Learning of New Keyboard Layouts. In Proceedings of the 35th Annual ACM Conference on Human Factors in Computing Systems, CHI ’17, pages to appear, New York, NY, USA, 2017. ACM.
    [BibTeX] [Download PDF]
    @inproceedings{jokinenmodelling,
    title={Modelling Learning of New Keyboard Layouts},
    author={Jokinen, Jussi PP and Sarcar, Sayan and Oulasvirta, Antti and Silpasuwanchai, Chaklam and Wang, Zhenxin and Ren, Xiangshi},
    booktitle = {Proceedings of the 35th Annual ACM Conference on Human Factors in Computing Systems},
    series = {CHI '17},
    year = {2017},
    pages = {to appear},
    url = {https://users.aalto.fi/~jokinej10/visual-search/},
    acmid = {3025580},
    publisher = {ACM},
    address = {New York, NY, USA},
    keywords = {Eye tracking; gaze filters; sensor noise; adaptive interfaces},
    }

  • Anna Maria Feit, Shane Williams, Arturo Toledo, Ann Paradiso, Harish Kulkarni, Shaun Kane, and Meredith Ringel Morris. Toward Everyday Gaze Input: Accuracy and Precision of Eye Tracking and Implications for Design. In Proceedings of the 35th Annual ACM Conference on Human Factors in Computing Systems, CHI ’17, New York, NY, USA, 2017. ACM.
    [BibTeX] [Download PDF]
    @inproceedings{Feit2017_everyday_eyetracking,
    author = {Feit, Anna Maria and Williams, Shane and Toledo, Arturo and Paradiso, Ann and Kulkarni, Harish and Kane, Shaun and Ringel Morris, Meredith},
    title = {Toward Everyday Gaze Input: Accuracy and Precision of Eye Tracking and Implications for Design},
    booktitle = {Proceedings of the 35th Annual ACM Conference on Human Factors in Computing Systems},
    series = {CHI '17},
    year = {2017},
    url = {http://dx.doi.org/10.1145/3025453.3025599},
    acmid = {3025599},
    publisher = {ACM},
    address = {New York, NY, USA},
    keywords = {Eye tracking; gaze filters; sensor noise; adaptive interfaces},
    }

  • Antti Salovaara, Antti Oulasvirta, and Giulio Jacucci. Evaluation of Prototypes and the Problem of Possible Futures. , 2017.
    [BibTeX] [Download PDF]
    @article{salovaara2017evaluation,
    title={Evaluation of Prototypes and the Problem of Possible Futures},
    author={Salovaara, Antti and Oulasvirta, Antti and Jacucci, Giulio},
    booktitle = {Proceedings of the 35th Annual ACM Conference on Human Factors in Computing Systems},
    series = {CHI '17},
    year = {2017},
    url = {http://dx.doi.org/10.1145/3025453.3025658},
    acmid = {3025658},
    publisher = {ACM},
    address = {New York, NY, USA}
    }

  • Antti Oulasvirta, Anna Feit, Perttu Lähteenlahti, and Andreas Karrenbauer. Computational Support for Functionality Selection in Interaction Design. ACM Transactions on Computer-Human Interaction (TOCHI), 24(5):34, 2017.
    [BibTeX] [Download PDF]
    @article{oulasvirta2017computational,
    title={Computational Support for Functionality Selection in Interaction Design},
    author={Oulasvirta, Antti and Feit, Anna and L{\"a}hteenlahti, Perttu and Karrenbauer, Andreas},
    journal={ACM Transactions on Computer-Human Interaction (TOCHI)},
    volume={24},
    number={5},
    pages={34},
    year={2017},
    url={http://userinterfaces.aalto.fi/functionality},
    publisher={ACM}
    }

  • Jörg Müller, Antti Oulasvirta, and Roderick Murray-Smith. Control theoretic models of pointing. ACM Transactions on Computer-Human Interaction (TOCHI), 24(4):27, 2017.
    [BibTeX] [Download PDF]
    @article{muller2017control,
    title={Control theoretic models of pointing},
    author={M{\"u}ller, J{\"o}rg and Oulasvirta, Antti and Murray-Smith, Roderick},
    journal={ACM Transactions on Computer-Human Interaction (TOCHI)},
    volume={24},
    number={4},
    pages={27},
    year={2017},
    url={http://joergmueller.info/controlpointing/},
    publisher={ACM}
    }

  • Srinath Sridhar, Anders Markussen, Antti Oulasvirta, Christian Theobalt, and Sebastian Boring. WatchSense: On-and Above-Skin Input Sensing through a Wearable Depth Sensor. In Proceedings of the 35th Annual ACM Conference on Human Factors in Computing Systems, CHI ’17, New York, NY, USA, 2017. ACM.
    [BibTeX] [Download PDF]
    @inproceedings{sridhar2017onskin,
    title={WatchSense: On-and Above-Skin Input Sensing through a Wearable Depth Sensor},
    author={Sridhar, Srinath and Markussen, Anders and Oulasvirta, Antti and Theobalt, Christian and Boring, Sebastian},
    booktitle = {Proceedings of the 35th Annual ACM Conference on Human Factors in Computing Systems},
    series = {CHI '17},
    year = {2017},
    url = {http://dx.doi.org/10.1145/3025453.3026005},
    acmid = {3026005},
    publisher = {ACM},
    address = {New York, NY, USA}
    }

  • Kasper Hornbaek and Antti Oulasvirta. What Is Interaction?. In Proceedings of the 35th Annual ACM Conference on Human Factors in Computing Systems, CHI ’17, New York, NY, USA, 2017. ACM.
    [BibTeX] [Download PDF]
    @inproceedings{Hornbaek2017interaction,
    title={What Is Interaction?},
    author={Hornbaek, Kasper and Oulasvirta, Antti},
    booktitle = {Proceedings of the 35th Annual ACM Conference on Human Factors in Computing Systems},
    series = {CHI '17},
    year = {2017},
    url = {http://dx.doi.org/10.1145/3025453.3025765},
    acmid = {3025765},
    publisher = {ACM},
    address = {New York, NY, USA}
    }

  • Antti Oulasvirta. User Interface Design with Combinatorial Optimization. Computer, 50(1):40–47, 2017.
    [BibTeX] [Download PDF]
    @article{oulasvirta2017user,
    title={User Interface Design with Combinatorial Optimization},
    author={Oulasvirta, Antti},
    journal={Computer},
    volume={50},
    number={1},
    pages={40--47},
    url= {http://bit.do/anttipaper},
    year={2017},
    publisher={IEEE}
    }

  • Luana Micallef, Gregorio Palmas, Antti Oulasvirta, and Tino Weinkauf. Towards Perceptual Optimization of the Visual Design of Scatterplots. IEEE Transactions on Visualization and Computer Graphics, PP(99):1-1, 2017.
    [BibTeX] [Download PDF]
    @ARTICLE{micallef2017,
    author={Luana Micallef and Gregorio Palmas and Antti Oulasvirta and Tino Weinkauf},
    journal={IEEE Transactions on Visualization and Computer Graphics},
    title={Towards Perceptual Optimization of the Visual Design of Scatterplots},
    year={2017},
    volume={PP},
    number={99},
    pages={1-1},
    url={http://userinterfaces.aalto.fi/scatterplot_optimization/},
    keywords={Correlation;Cost function;Data analysis;Data visualization;Measurement;Visualization;Scatterplot;crowdsourcing;optimization;perception},
    ISSN={1077-2626},
    month={},}

2016

  • Byungjoo Lee, Olli Savisaari, and Antti Oulasvirta. Spotlights: Attention-Optimised Highlights for Skim Reading. In Proceedings of the 2016 CHI Conference on Human Factors in Computing Systems, page 5203–5214. ACM,, 2016.
    [BibTeX] [Download PDF]
    @inproceedings{lee2016spotlights,
    title={Spotlights: Attention-Optimised Highlights for Skim Reading},
    author={Lee, Byungjoo and Savisaari, Olli and Oulasvirta, Antti},
    booktitle={Proceedings of the 2016 CHI Conference on Human Factors in Computing Systems},
    url={http://users.comnet.aalto.fi/oulasvir/pubs/spotlights-chi2016.pdf},
    pages={5203--5214},
    year={2016},
    organization={ACM}
    }

  • Anna Maria Feit, Daryl Weir, and Antti Oulasvirta. How We Type: Movement Strategies and Performance in Everyday Typing. In Proceedings of the 2016 CHI Conference on Human Factors in Computing Systems, page 4262–4273. ACM,, 2016.
    [BibTeX] [Download PDF]
    @inproceedings{feit2016we,
    title={How We Type: Movement Strategies and Performance in Everyday Typing},
    author={Feit, Anna Maria and Weir, Daryl and Oulasvirta, Antti},
    booktitle={Proceedings of the 2016 CHI Conference on Human Factors in Computing Systems},
    url={http://userinterfaces.aalto.fi/how-we-type/resources/HowWeType_CHI16.pdf},
    pages={4262--4273},
    year={2016},
    organization={ACM}
    }

  • Byungjoo Lee and Antti Oulasvirta. Modelling Error Rates in Temporal Pointing. In Proceedings of the 2016 CHI Conference on Human Factors in Computing Systems, page 1857–1868. ACM,, 2016.
    [BibTeX] [Download PDF]
    @inproceedings{lee2016modelling,
    title={Modelling Error Rates in Temporal Pointing},
    author={Lee, Byungjoo and Oulasvirta, Antti},
    booktitle={Proceedings of the 2016 CHI Conference on Human Factors in Computing Systems},
    pages={1857--1868},
    url={https://dl.acm.org/citation.cfm?id=2858143},
    year={2016},
    organization={ACM}
    }

  • Antti Oulasvirta and Kasper Hornbæk. HCI Research as Problem-Solving. In Proceedings of the 2016 CHI Conference on Human Factors in Computing Systems, page 4956–4967. ACM,, 2016.
    [BibTeX] [Download PDF]
    @inproceedings{oulasvirta2016hci,
    title={HCI Research as Problem-Solving},
    author={Oulasvirta, Antti and Hornb{\ae}k, Kasper},
    booktitle={Proceedings of the 2016 CHI Conference on Human Factors in Computing Systems},
    pages={4956--4967},
    url={https://dl.acm.org/citation.cfm?id=2858283},
    year={2016},
    organization={ACM}
    }

  • Kumaripaba Athukorala, Alan Medlar, Antti Oulasvirta, Giulio Jacucci, and Dorota Glowacka. Beyond Relevance: Adapting Exploration/Exploitation in Information Retrieval. In Proceedings of the 21st International Conference on Intelligent User Interfaces, page 359–369. ACM,, 2016.
    [BibTeX] [Download PDF]
    @inproceedings{athukorala2016beyond,
    title={Beyond Relevance: Adapting Exploration/Exploitation in Information Retrieval},
    author={Athukorala, Kumaripaba and Medlar, Alan and Oulasvirta, Antti and Jacucci, Giulio and Glowacka, Dorota},
    booktitle={Proceedings of the 21st International Conference on Intelligent User Interfaces},
    pages={359--369},
    url={http://users.comnet.aalto.fi/oulasvir/pubs/beyond-relevance-iui2016.pdf},
    year={2016},
    organization={ACM}
    }

  • Janin Koch and Antti Oulasvirta. Computational Layout Perception using Gestalt Laws. In Proceedings of the 2016 CHI Conference Extended Abstracts on Human Factors in Computing Systems, page 1423–1429. ACM,, 2016.
    [BibTeX] [Download PDF]
    @inproceedings{koch2016computational,
    title={Computational Layout Perception using Gestalt Laws},
    author={Koch, Janin and Oulasvirta, Antti},
    booktitle={Proceedings of the 2016 CHI Conference Extended Abstracts on Human Factors in Computing Systems},
    pages={1423--1429},
    url={https://dl.acm.org/citation.cfm?id=2892537},
    year={2016},
    organization={ACM}
    }

  • Kashyap Todi, Daryl Weir, and Antti Oulasvirta. Sketchplore: Sketch and Explore Layout Designs with an Optimiser. In Proceedings of the 2016 CHI Conference Extended Abstracts on Human Factors in Computing Systems, page 3780–3783. ACM,, 2016.
    [BibTeX] [Download PDF]
    @inproceedings{todi2016sketchplore,
    title={Sketchplore: Sketch and Explore Layout Designs with an Optimiser},
    author={Todi, Kashyap and Weir, Daryl and Oulasvirta, Antti},
    booktitle={Proceedings of the 2016 CHI Conference Extended Abstracts on Human Factors in Computing Systems},
    url={http://www.kashyaptodi.com/data/SketchploreCHI2016Interactivity.pdf},
    pages={3780--3783},
    year={2016},
    organization={ACM}
    }

  • Kashyap Todi, Daryl Weir, and Antti Oulasvirta. Sketchplore: Sketch and Explore with a Layout Optimiser. In Proceedings of the 2016 ACM Conference on Designing Interactive Systems, page 543–555. ACM,, 2016.
    [BibTeX] [Download PDF]
    @inproceedings{todi2016sketchplore,
    title={Sketchplore: Sketch and Explore with a Layout Optimiser},
    author={Todi, Kashyap and Weir, Daryl and Oulasvirta, Antti},
    booktitle={Proceedings of the 2016 ACM Conference on Designing Interactive Systems},
    pages={543--555},
    url={http://www.kashyaptodi.com/data/SketchploreDIS2016.pdf},
    year={2016},
    organization={ACM}
    }

  • Antti Oulasvirta. Can computers design interaction?. In Proceedings of the 8th ACM SIGCHI Symposium on Engineering Interactive Computing Systems, page 1–2. ACM,, 2016.
    [BibTeX]
    @inproceedings{oulasvirta2016can,
    title={Can computers design interaction?},
    author={Oulasvirta, Antti},
    booktitle={Proceedings of the 8th ACM SIGCHI Symposium on Engineering Interactive Computing Systems},
    pages={1--2},
    year={2016},
    organization={ACM}
    }

  • Susanne B{o}dker, Kasper Hornbæk, Antti Oulasvirta, and Stuart Reeves. Nine questions for HCI researchers in the making. interactions, 23(4):58–61, 2016.
    [BibTeX] [Download PDF]
    @article{bodker2016nine,
    title={Nine questions for HCI researchers in the making},
    author={B{\o}dker, Susanne and Hornb{\ae}k, Kasper and Oulasvirta, Antti and Reeves, Stuart},
    journal={interactions},
    url={http://interactions.acm.org/archive/view/july-august-2016/nine-questions-for-hci-researchers-in-the-making},
    volume={23},
    number={4},
    pages={58--61},
    year={2016},
    publisher={ACM}
    }

  • Antti Oulasvirta and Gregory D. Abowd. User Interface Design in the 21st Century: Guest Editors’ Introduction. Computer, 49(7):11–13, 2016.
    [BibTeX] [Download PDF]
    @article{oulasvirta2016user,
    title={User Interface Design in the 21st Century: Guest Editors' Introduction},
    author={Oulasvirta, Antti and Abowd, Gregory D},
    journal={Computer},
    volume={49},
    number={7},
    url={http://ieeexplore.ieee.org/stamp/stamp.jsp?arnumber=7503513},
    pages={11--13},
    year={2016},
    publisher={IEEE}
    }

  • Srinath Sridhar, Franziska Mueller, Michael Zollhöfer, Dan Casas, Antti Oulasvirta, and Christian Theobalt. Real-time joint tracking of a hand manipulating an object from RGB-D input. In European Conference on Computer Vision, page 294–310. Springer,, 2016.
    [BibTeX] [Download PDF]
    @inproceedings{sridhar2016real,
    title={Real-time joint tracking of a hand manipulating an object from RGB-D input},
    author={Sridhar, Srinath and Mueller, Franziska and Zollh{\"o}fer, Michael and Casas, Dan and Oulasvirta, Antti and Theobalt, Christian},
    booktitle={European Conference on Computer Vision},
    pages={294--310},
    url={http://handtracker.mpi-inf.mpg.de/projects/RealtimeHO/},
    year={2016},
    organization={Springer}
    }

  • Antti Oulasvirta and Gregory D. Abowd. User Interface Design in the 21st Century. Computer, 49(7):11–13, 2016.
    [BibTeX]
    @article{oulasvirta2016user,
    title={User Interface Design in the 21st Century},
    author={Oulasvirta, Antti and Abowd, Gregory D},
    journal={Computer},
    volume={49},
    number={7},
    pages={11--13},
    year={2016},
    publisher={IEEE}
    }

  • Gabriela Villalobos-Zúñiga, Tuomo Kujala, and Antti Oulasvirta. T9+HUD: Physical Keypad and HUD Can Improve Driving Performance While Typing and Driving. In Proceedings of the 8th International Conference on Automotive User Interfaces and Interactive Vehicular Applications, Automotive’UI 16, page 177–184, New York, NY, USA, 2016. ACM.
    [BibTeX] [Download PDF]
    @inproceedings{Villalobos-Zuniga:2016:TPK:3003715.3005453,
    author = {Villalobos-Z\'{u}\~{n}iga, Gabriela and Kujala, Tuomo and Oulasvirta, Antti},
    title = {T9+HUD: Physical Keypad and HUD Can Improve Driving Performance While Typing and Driving},
    booktitle = {Proceedings of the 8th International Conference on Automotive User Interfaces and Interactive Vehicular Applications},
    series = {Automotive'UI 16},
    year = {2016},
    isbn = {978-1-4503-4533-0},
    location = {Ann Arbor, MI, USA},
    pages = {177--184},
    numpages = {8},
    url = {http://doi.acm.org/10.1145/3003715.3005453},
    acmid = {3005453},
    publisher = {ACM},
    address = {New York, NY, USA},
    keywords = {Automotive User Interfaces, Car Interfaces, T9 text input, Text input},
    }

2015

  • Myroslav Bachynskyi, Gregorio Palmas, Antti Oulasvirta, and Tino Weinkauf. Informing the Design of Novel Input Methods with Muscle Coactivation Clustering. ACM Transactions on Computer-Human Interaction (TOCHI), 21(6):30, 2015.
    [BibTeX] [Download PDF]
    @article{bachynskyi2015informing,
    title={Informing the Design of Novel Input Methods with Muscle Coactivation Clustering},
    author={Bachynskyi, Myroslav and Palmas, Gregorio and Oulasvirta, Antti and Weinkauf, Tino},
    journal={ACM Transactions on Computer-Human Interaction (TOCHI)},
    volume={21},
    number={6},
    pages={30},
    year={2015},
    url={http://resources.mpi-inf.mpg.de/coactivationclustering/},
    publisher={ACM}
    }

  • Xiuli Chen, Gilles Bailly, Duncan P. Brumby, Antti Oulasvirta, and Andrew Howes. The Emergence of Interactive Behaviour: A Model of Rational Menu Search. In Proc. CHI’15, page 4217–4226. ACM,, 2015.
    [BibTeX] [Download PDF]
    @inproceedings{chen2015emergence,
    title={The Emergence of Interactive Behaviour: A Model of Rational Menu Search},
    author={Chen, Xiuli and Bailly, Gilles and Brumby, Duncan P and Oulasvirta, Antti and Howes, Andrew},
    booktitle={Proc. CHI’15},
    pages={4217--4226},
    year={2015},
    url={http://users.comnet.aalto.fi/oulasvir/pubs/pn1895-pcs-pdf.pdf},
    organization={ACM}
    }

  • Srinath Sridhar, Anna Feit, Christian Theobalt, and Antti Oulasvirta. Investigating the Dexterity of Multi-Finger Input for Mid-Air Text Entry. In Proc. CHI’15. ACM,, 2015.
    [BibTeX] [Download PDF]
    @inproceedings{sridhar2015investigating,
    title={Investigating the Dexterity of Multi-Finger Input for Mid-Air Text Entry},
    author={Sridhar, Srinath and Feit, Anna and Theobalt, Christian and Oulasvirta, Antti},
    booktitle={Proc. CHI’15},
    year={2015},
    url={http://handtracker.mpi-inf.mpg.de/projects/HandDexterity/},
    organization={ACM}
    }

  • Myroslav Bachynskyi, Gregorio Palmas, Antti Oulasvirta, Jürgen Steimle, and Tino Weinkauf. Performance and Ergonomics of Touch Surfaces: A Comparative Study using Biomechanical Simulation. In Proc. CHI’15, page 1817–1826. ACM,, 2015.
    [BibTeX] [Download PDF]
    @inproceedings{bachynskyi2015performance,
    title={Performance and Ergonomics of Touch Surfaces: A Comparative Study using Biomechanical Simulation},
    author={Bachynskyi, Myroslav and Palmas, Gregorio and Oulasvirta, Antti and Steimle, J{\"u}rgen and Weinkauf, Tino},
    booktitle={Proc. CHI’15},
    pages={1817--1826},
    year={2015},
    url={http://resources.mpi-inf.mpg.de/touchbiomechanics/},
    organization={ACM}
    }

  • Srinath Sridhar, Franziska Mueller, Antti Oulasvirta, and Christian Theobalt. Fast and Robust Hand Tracking Using Detection-Guided Optimization. In Proc. CVPR’15, page 3213–3221, 2015.
    [BibTeX] [Download PDF]
    @inproceedings{sridhar2015fast,
    title={Fast and Robust Hand Tracking Using Detection-Guided Optimization},
    author={Sridhar, Srinath and Mueller, Franziska and Oulasvirta, Antti and Theobalt, Christian},
    booktitle={Proc. CVPR’15},
    pages={3213--3221},
    url={http://handtracker.mpi-inf.mpg.de/projects/FastHandTracker/content/FastHandTracker_CVPR2015.pdf},
    year={2015}
    }

  • Martin Weigel, Tong Lu, Gilles Bailly, Antti Oulasvirta, Carmel Majidi, and Jürgen Steimle. iSkin: Flexible, Stretchable and Visually Customizable On-Body Touch Sensors for Mobile Computing. In Proceedings of the 33rd Annual ACM Conference on Human Factors in Computing Systems, CHI ’15, page 2991–3000. ACM, 2015.
    [BibTeX] [Download PDF]
    @inproceedings{Weigel:2015:IFS:2702123.2702391,
    author = {Weigel, Martin and Lu, Tong and Bailly, Gilles and Oulasvirta, Antti and Majidi, Carmel and Steimle, J\"{u}rgen},
    title = {iSkin: Flexible, Stretchable and Visually Customizable On-Body Touch Sensors for Mobile Computing},
    booktitle = {Proceedings of the 33rd Annual ACM Conference on Human Factors in Computing Systems},
    series = {CHI '15},
    year = {2015},
    isbn = {978-1-4503-3145-6},
    pages = {2991--3000},
    numpages = {10},
    url = {http://doi.acm.org/10.1145/2702123.2702391},
    publisher = {ACM},
    }

  • Byungjoo Lee and Antti Oulasvirta. Spotlights: Facilitating Skim Reading with Attention-Optimized Highlights. In Adjunct Proceedings of the 28th Annual ACM Symposium on User Interface Software & Technology, page 37–38. ACM,, 2015.
    [BibTeX]
    @inproceedings{lee2015spotlights,
    title={Spotlights: Facilitating Skim Reading with Attention-Optimized Highlights},
    author={Lee, Byungjoo and Oulasvirta, Antti},
    booktitle={Adjunct Proceedings of the 28th Annual ACM Symposium on User Interface Software \& Technology},
    pages={37--38},
    year={2015},
    organization={ACM}
    }

2014

  • Gregorio Palmas, Myroslav Bachynskyi, Antti Oulasvirta, Hans Peter Seidel, and Tino Weinkauf. An Edge-Bundling Layout for Interactive Parallel Coordinates. In Proc. PacificVis’14, page 57–64. IEEE,, 2014.
    [BibTeX]
    @inproceedings{palmas2014edge,
    title={An Edge-Bundling Layout for Interactive Parallel Coordinates},
    author={Palmas, Gregorio and Bachynskyi, Myroslav and Oulasvirta, Antti and Seidel, Hans Peter and Weinkauf, Tino},
    booktitle={Proc. PacificVis’14},
    pages={57--64},
    year={2014},
    organization={IEEE}
    }

  • Yulong Yang, Janne Lindqvist, and Antti Oulasvirta. Text Entry Method Affects Password Security. In Proc. USENIX LASER Workshop, 2014.
    [BibTeX] [Download PDF]
    @inproceedings{yang2014text,
    title={Text Entry Method Affects Password Security},
    author={Yang, Yulong and Lindqvist, Janne and Oulasvirta, Antti},
    booktitle={Proc. USENIX LASER Workshop},
    url={https://www.usenix.org/system/files/conference/laser2014/laser-2014-paper-yang.pdf},
    year={2014}
    }

  • Michael Sherman, Gradeigh Clark, Yulong Yang, Shridatt Sugrim, Arttu Modig, Janne Lindqvist, Antti Oulasvirta, and Teemu Roos. User-Generated Free-Form Gestures for Authentication: Security and Memorability. In Proc. MobiSys’14, page 176–189, 2014.
    [BibTeX] [Download PDF]
    @inproceedings{sherman2014user,
    title={User-Generated Free-Form Gestures for Authentication: Security and Memorability},
    author={Sherman, Michael and Clark, Gradeigh and Yang, Yulong and Sugrim, Shridatt and Modig, Arttu and Lindqvist, Janne and Oulasvirta, Antti and Roos, Teemu},
    booktitle={Proc. MobiSys’14},
    pages={176--189},
    year={2014},
    url={http://www.winlab.rutgers.edu/~janne/mobisys14gesturesecurity.pdf}
    organization={ACM}
    }

  • Myroslav Bachynskyi, Antti Oulasvirta, Gregorio Palmas, and Tino Weinkauf. Is Motion Capture-Based Biomechanical Simulation Valid for HCI Studies?: Study and Implications. In Proc. CHI’14, page 3215–3224. ACM,, 2014.
    [BibTeX] [Download PDF]
    @inproceedings{bachynskyi2014motion,
    title={Is Motion Capture-Based Biomechanical Simulation Valid for HCI Studies?: Study and Implications},
    author={Bachynskyi, Myroslav and Oulasvirta, Antti and Palmas, Gregorio and Weinkauf, Tino},
    booktitle={Proc. CHI’14},
    pages={3215--3224},
    year={2014},
    url={http://resources.mpi-inf.mpg.de/biomechanics/biomech_chi14.pdf},
    organization={ACM}
    }

  • Joanna Bergstrom-Lehtovirta and Antti Oulasvirta. Modeling the Functional Area of the Thumb on Mobile Touchscreen Surfaces. In Proc. CHI’14, page 1991–2000. ACM,, 2014.
    [BibTeX] [Download PDF]
    @inproceedings{bergstrom2014modeling,
    title={Modeling the Functional Area of the Thumb on Mobile Touchscreen Surfaces},
    author={Bergstrom-Lehtovirta, Joanna and Oulasvirta, Antti},
    booktitle={Proc. CHI’14},
    pages={1991--2000},
    year={2014},
    url={https://www.hiit.fi/thumb_functional_area},
    organization={ACM}
    }

  • Daniel Buschek, Oliver Schoenleben, and Antti Oulasvirta. Improving Accuracy in Back-of-Device Multitouch Typing: A Clustering-Based Approach to Keyboard Updating. In Proc. IUI’14, page 57–66. ACM,, 2014.
    [BibTeX] [Download PDF]
    @inproceedings{buschek2014improving,
    title={Improving Accuracy in Back-of-Device Multitouch Typing: A Clustering-Based Approach to Keyboard Updating},
    author={Buschek, Daniel and Schoenleben, Oliver and Oulasvirta, Antti},
    booktitle={Proc. IUI’14},
    pages={57--66},
    year={2014},
    url={http://www.medien.ifi.lmu.de/pubdb/publications/pub/buschek2014iui/buschek2014iui.pdf},
    organization={ACM}
    }

  • Gilles Bailly, Antti Oulasvirta, Duncan P. Brumby, and Andrew Howes. Model of Visual Search and Selection Time in Linear Menus. In Proc. CHI’14, page 3865–3874. ACM,, 2014.
    [BibTeX] [Download PDF]
    @inproceedings{bailly2014model,
    title={Model of Visual Search and Selection Time in Linear Menus},
    author={Bailly, Gilles and Oulasvirta, Antti and Brumby, Duncan P and Howes, Andrew},
    booktitle={Proc. CHI’14},
    pages={3865--3874},
    year={2014},
    url={http://gillesbailly.fr/menuModel.html},
    organization={ACM}
    }

  • Max Nicosia, Antti Oulasvirta, and Per Ola Kristensson. Modeling the Perception of User Performance. In Proc. CHI’14, page 1747–1756. ACM,, 2014.
    [BibTeX] [Download PDF]
    @inproceedings{nicosia2014modeling,
    title={Modeling the Perception of User Performance},
    author={Nicosia, Max and Oulasvirta, Antti and Kristensson, Per Ola},
    booktitle={Proc. CHI’14},
    pages={1747--1756},
    year={2014},
    url={http://www-edc.eng.cam.ac.uk/~lmn27/papers/modeling_the_perception_of_user_performance/index.html},
    organization={ACM}
    }

  • Antti Oulasvirta. Automated Nonlinear Regression Modeling for HCI. In Proc. CHI’14, page 3899–3902. ACM,, 2014.
    [BibTeX] [Download PDF]
    @inproceedings{oulasvirta2014automated,
    title={Automated Nonlinear Regression Modeling for HCI},
    author={Oulasvirta, Antti},
    booktitle={Proc. CHI’14},
    pages={3899--3902},
    year={2014},
    url={http://people.mpi-inf.mpg.de/~oantti/nonlinearmodeling/},
    organization={ACM}
    }

  • Anna Maria Feit and Antti Oulasvirta. PianoText: Redesigning the Piano Keyboard for Text Entry. In Proc. DIS’14, page 1045–1054. ACM,, 2014.
    [BibTeX] [Download PDF]
    @inproceedings{feit2014pianotext,
    title={PianoText: Redesigning the Piano Keyboard for Text Entry},
    author={Feit, Anna Maria and Oulasvirta, Antti},
    booktitle={Proc. DIS’14},
    pages={1045--1054},
    year={2014},
    url={http://pianotext.mpi-inf.mpg.de/},
    organization={ACM}
    }

  • Kumaripaba Athukorala, Antti Oulasvirta, Dorata Glowacka, Jilles Vreeken, and Giulio Jacucci. Interaction Model to Predict Subjective–Specificity of Search Results. In Proc. UMAP’14, page 1–6. CEUR-WS. org,, 2014.
    [BibTeX] [Download PDF]
    @inproceedings{athukorala2014interaction,
    title={Interaction Model to Predict Subjective--Specificity of Search Results},
    author={Athukorala, Kumaripaba and Oulasvirta, Antti and Glowacka, Dorata and Vreeken, Jilles and Jacucci, Giulio},
    booktitle={Proc. UMAP’14},
    pages={1--6},
    year={2014},
    url={http://ceur-ws.org/Vol-1181/umap2014_lateresults_01.pdf},
    organization={CEUR-WS. org}
    }

  • Kumaripaba Athukorala, Antti Oulasvirta, Dorota G{l}owacka, Jilles Vreeken, and Giulio Jacucci. Narrow or Broad?: Estimating Subjective Specificity in Exploratory Search. In Proc. CIKM’14, page 819–828. ACM,, 2014.
    [BibTeX] [Download PDF]
    @inproceedings{athukorala2014narrow,
    title={Narrow or Broad?: Estimating Subjective Specificity in Exploratory Search},
    author={Athukorala, Kumaripaba and Oulasvirta, Antti and G{\l}owacka, Dorota and Vreeken, Jilles and Jacucci, Giulio},
    booktitle={Proc. CIKM’14},
    pages={819--828},
    year={2014},
    url={http://www.researchgate.net/profile/Kumaripaba_Athukorala/publication/268813510_Narrow_or_Broad_Estimating_Subjective_Specificity_in_Exploratory_Search/links/5478344c0cf205d1687cadfc.pdf},
    organization={ACM}
    }

  • Gregorio Palmas, Myroslav Bachynskyi, Antti Oulasvirta, H-P. Seidel, and Tino Weinkauf. Movexp: A versatile visualization tool for human-computer interaction studies with 3D performance and biomechanical data. In Proc. VIS’14. IEEE, 2014.
    [BibTeX] [Download PDF]
    @inproceedings{palmas2014movexp,
    title={Movexp: A versatile visualization tool for human-computer interaction studies with 3D performance and biomechanical data},
    author={Palmas, Gregorio and Bachynskyi, Myroslav and Oulasvirta, Antti and Seidel, H-P and Weinkauf, Tino},
    booktitle={Proc. VIS’14},
    url={http://tinoweinkauf.net/publications/abspalmas14b.html},
    year={2014},
    publisher={IEEE}
    }

  • Andreas Karrenbauer and Antti Oulasvirta. Improvements to keyboard optimization with integer programming. In Proc. UIST’14, page 621–626. ACM,, 2014.
    [BibTeX] [Download PDF]
    @inproceedings{karrenbauer2014improvements,
    title={Improvements to keyboard optimization with integer programming},
    author={Karrenbauer, Andreas and Oulasvirta, Antti},
    booktitle={Proc. UIST’14},
    pages={621--626},
    year={2014},
    url={http://resources.mpi-inf.mpg.de/keyboardoptimization/},
    organization={ACM}
    }

  • Srinath Sridhar, Helge Rhodin, Hans-Peter Seidel, Antti Oulasvirta, and Christian Theobalt. Real-time Hand Tracking Using a Sum of Anisotropic Gaussians Model. In Proc. 3DV, 2014.
    [BibTeX] [Download PDF]
    @inproceedings{sridhar2014real,
    title={Real-time Hand Tracking Using a Sum of Anisotropic Gaussians Model},
    author={Sridhar, Srinath and Rhodin, Helge and Seidel, Hans-Peter and Oulasvirta, Antti and Theobalt, Christian},
    booktitle={Proc. 3DV},
    url={http://handtracker.mpi-inf.mpg.de/projects/ellipsoidtracker_3dv2014/},
    year={2014}
    }

2013

  • Eve Hoggan, John Williamson, Antti Oulasvirta, Miguel Nacenta, Per Ola Kristensson, and Anu Lehtiö. Multi-Touch Rotation Gestures: Performance and Ergonomics. In Proc. CHI’13, 2013.
    [BibTeX] [Download PDF]
    @inproceedings{hoggan2013multi,
    title={Multi-Touch Rotation Gestures: Performance and Ergonomics},
    author={Hoggan, Eve and Williamson, John and Oulasvirta, Antti and Nacenta, Miguel and Kristensson, Per Ola and Lehti{\"o}, Anu},
    booktitle={Proc. CHI'13},
    url={https://research-repository.st-andrews.ac.uk/bitstream/10023/5505/1/Hoggan_RotationGesturesPerformanceAndErgonomics.pdf},
    year={2013}
    }

  • Antti Oulasvirta, Anna Reichel, Wenbin Li, Yan Zhang, Myroslav Bachynskyi, Keith Vertanen, and Per Ola Kristensson. Improving Two-thumb Text Entry on Touchscreen Devices. In Proc. CHI’13. ACM Press,, 2013.
    [BibTeX] [Download PDF]
    @inproceedings{oulasvirta2013improving,
    title={Improving Two-thumb Text Entry on Touchscreen Devices},
    author={Oulasvirta, Antti and Reichel, Anna and Li, Wenbin and Zhang, Yan and Bachynskyi, Myroslav and Vertanen, Keith and Kristensson, Per Ola},
    booktitle={Proc. CHI'13},
    url={http://users.comnet.aalto.fi/oulasvir/KALQ/},
    year={2013},
    organization={ACM Press}
    }

  • Antti Oulasvirta, Teemu Roos, Arttu Modig, and Laura Leppanen. Information Capacity of Full-body Movements. In Proc. CHI’13. ACM Press,, 2013.
    [BibTeX] [Download PDF]
    @inproceedings{oulasvirta2013information,
    title={Information Capacity of Full-body Movements},
    author={Oulasvirta, Antti and Roos, Teemu and Modig, Arttu and Leppanen, Laura},
    booktitle={Proc. CHI'13},
    year={2013},
    url={http://infocapacity.hiit.fi/},
    organization={ACM Press}
    }

  • Gilles Bailly, Antti Oulasvirta, Timo Kötzing, and Sabrina Hoppe. Menuoptimizer: Interactive optimization of menu systems. In Proc. UIST’13, page 331–342. ACM,, 2013.
    [BibTeX] [Download PDF]
    @inproceedings{bailly2013menuoptimizer,
    title={Menuoptimizer: Interactive optimization of menu systems},
    author={Bailly, Gilles and Oulasvirta, Antti and K{\"o}tzing, Timo and Hoppe, Sabrina},
    booktitle={Proc. UIST’13},
    pages={331--342},
    year={2013},
    url={http://gillesbailly.fr/menuoptimizer.html},
    organization={ACM}
    }

  • Oliver Schoenleben and Antti Oulasvirta. Sandwich Keyboard: Fast Ten-finger Typing on a Mobile Device with Adaptive Touch Sensing on the Back Side. In Proc. MobileHCI’13, page 175–178. ACM,, 2013.
    [BibTeX] [Download PDF]
    @inproceedings{schoenleben2013sandwich,
    title={Sandwich Keyboard: Fast Ten-finger Typing on a Mobile Device with Adaptive Touch Sensing on the Back Side},
    author={Schoenleben, Oliver and Oulasvirta, Antti},
    booktitle={Proc. MobileHCI'13},
    pages={175--178},
    year={2013},
    url={http://dl.acm.org/citation.cfm?id=2493233},
    organization={ACM}
    }

  • Tuukka Ruotsalo, Kumaripaba Athukorala, Dorota G{l}owacka, Ksenia Konyushkova, Antti Oulasvirta, Samuli Kaipiainen, Samuel Kaski, and Giulio Jacucci. Supporting Exploratory Search Tasks with Interactive User Modeling. Proc. ASIST’13, 50(1):1–10, 2013.
    [BibTeX] [Download PDF]
    @article{ruotsalo2013supporting,
    title={Supporting Exploratory Search Tasks with Interactive User Modeling},
    author={Ruotsalo, Tuukka and Athukorala, Kumaripaba and G{\l}owacka, Dorota and Konyushkova, Ksenia and Oulasvirta, Antti and Kaipiainen, Samuli and Kaski, Samuel and Jacucci, Giulio},
    journal={Proc. ASIST’13},
    volume={50},
    number={1},
    pages={1--10},
    year={2013},
    url={http://ceur-ws.org/Vol-1181/pia2014_paper_04.pdf},
    publisher={Wiley Subscription Services, Inc., A Wiley Company}
    }

  • Eve Hoggan, Miguel Nacenta, Per Ola Kristensson, John Williamson, Antti Oulasvirta, and Anu Lehtiö. Multitouch Pinch Gestures: Performance and Ergonomics. In Proc. ITS’13, page 219–222. ACM,, 2013.
    [BibTeX] [Download PDF]
    @inproceedings{hoggan2013multi,
    title={Multitouch Pinch Gestures: Performance and Ergonomics},
    author={Hoggan, Eve and Nacenta, Miguel and Kristensson, Per Ola and Williamson, John and Oulasvirta, Antti and Lehti{\"o}, Anu},
    booktitle={Proc. ITS’13},
    pages={219--222},
    year={2013},
    url={https://research-repository.st-andrews.ac.uk/bitstream/10023/5506/1/Hoggan_PinchGesturesPerformanceAndErgonomics.pdf},
    organization={ACM}
    }

  • Srinath Sridhar, Antti Oulasvirta, and Christian Theobalt. Interactive Markerless Articulated Hand Motion Tracking Using RGB and Depth Data. In Proc. ICCV’13, page 2456–2463. IEEE,, 2013.
    [BibTeX] [Download PDF]
    @inproceedings{sridhar2013interactive,
    title={Interactive Markerless Articulated Hand Motion Tracking Using RGB and Depth Data},
    author={Sridhar, Srinath and Oulasvirta, Antti and Theobalt, Christian},
    booktitle={Proc. ICCV’13},
    pages={2456--2463},
    year={2013},
    url={http://handtracker.mpi-inf.mpg.de/projects/handtracker_iccv2013/},
    organization={IEEE}
    }

  • Frederic Kerber, Pascal Lessel, Michael Mauderer, Florian Daiber, Antti Oulasvirta, and Antonio Krüger. Is Autostereoscopy Useful for Handheld AR?. In Proc. MUM’13, page 4. ACM,, 2013.
    [BibTeX]
    @inproceedings{kerber2013autostereoscopy,
    title={Is Autostereoscopy Useful for Handheld AR?},
    author={Kerber, Frederic and Lessel, Pascal and Mauderer, Michael and Daiber, Florian and Oulasvirta, Antti and Kr{\"u}ger, Antonio},
    booktitle={Proc. MUM’13},
    pages={4},
    year={2013},
    organization={ACM}
    }

2012

  • Ville Lehtinen, Antti Oulasvirta, Antti Salovaara, and Petteri Nurmi. Dynamic Tactile Guidance for Visual Search Tasks. In Proc. UIST’12, page 445–452. ACM,, 2012.
    [BibTeX] [Download PDF]
    @inproceedings{lehtinen2012dynamic,
    title={Dynamic Tactile Guidance for Visual Search Tasks},
    author={Lehtinen, Ville and Oulasvirta, Antti and Salovaara, Antti and Nurmi, Petteri},
    booktitle={Proc. UIST'12},
    pages={445--452},
    year={2012},
    url={http://people.mpi-inf.mpg.de/~oantti/pubs/vibrotactileguidance.pdf},
    organization={ACM}
    }

  • Antti Oulasvirta, Antti Nurminen, and Tiia Suomalainen. How Real is Real Enough: Optimal Reality Sampling for Fast Recognition of Mobile Imagery. ACM Transactions on Applied Perception (TAP), 9(4):21, 2012.
    [BibTeX] [Download PDF]
    @article{oulasvirta2012real,
    title={How Real is Real Enough: Optimal Reality Sampling for Fast Recognition of Mobile Imagery},
    author={Oulasvirta, Antti and Nurminen, Antti and Suomalainen, Tiia},
    journal={ACM Transactions on Applied Perception (TAP)},
    volume={9},
    number={4},
    pages={21},
    year={2012},
    url={http://dl.acm.org/citation.cfm?id=2355604},
    publisher={ACM}
    }