Helsinki Institute for Information Technology (HIIT)

Research output

Research output per year 2003 2016 2017 2018 2019 2020 2021 2022 2023 2024 2025

• 596 Article
• 587 Conference article in proceedings
• 33 Chapter
• 28 Abstract
• 144 More
  • 28 Paper
  • 17 Review Article
  • 10 Book
  • 9 Conference article
  • 9 Editorial
  • 9 Special issue
  • 8 Anthology
  • 7 Poster
  • 7 Letter
  • 6 Other contribution
  • 6 Doctoral Thesis
  • 5 Meeting Abstract
  • 5 Working paper
  • 4 Foreword / postscript
  • 3 Comment/debate
  • 3 Patent
  • 2 Preprint
  • 1 Commissioned report
  • 1 Entry for encyclopedia / dictionary
  • 1 Other chapter contribution
  • 1 Literature review
  • 1 Exhibition
  • 1 Licenciate's thesis

Research output per year

Research output per year

Search results

• 2024

  Cognitive Modeling: From GOMS to Deep Reinforcement Learning

  Jokinen, J. P. P., Oulasvirta, A. & Howes, A., 11 May 2024. 2 p.

  Research output: Contribution to conference › Paper › Scientific › peer-review

  Open Access

  • Modeling 100%
  • Deep Reinforcement Learning 100%
  • User 33%
  • User Interfaces 33%
  • Machine Learning 33%
• 2023

  Adverse event prediction using a task-specific generative model

  Ögretir, M., Lönnroth, O., Ramchandran, S., Tiikkainen, P., Leinonen, J. & Lähdesmäki, H., 28 Jul 2023. 5 p.

  Research output: Contribution to conference › Paper › Scientific › peer-review

  • Training 100%
  • Clinical Trial 100%
  • Adverse Event 100%
  • Association 33%
  • Data Analysis 33%

• Longitudinal Variational Autoencoder for Compositional Data Analysis

  Ögretir, M., Lähdesmäki, H. & Norton, J., 28 Jul 2023. 7 p.

  Research output: Contribution to conference › Paper › Scientific › peer-review

  Open Access

  • Data Analysis 100%
  • Autoencoder 100%
  • Longitudinal Data 100%
  • Time 100%
  • Microbiome 100%

• Structure-guided T cell receptor and epitope interaction prediction

  Dumitrescu, A., Jokinen, E., Korpela, D. & Lähdesmäki, H., 29 Jul 2023.

  Research output: Contribution to conference › Paper › Scientific › peer-review

  • T Cell Receptor 100%
  • Epitope 100%
  • Organisms 25%
  • Cells 25%
  • Infectious Agent 25%
• 2022

  Real-time gaze prediction in virtual reality

  Gazi Karam Illahi, G., Siekkinen, M., Kämäräinen, T. & Ylä-Jääski, A., 11 Jul 2022, p. 12-18. 6 p.

  Research output: Contribution to conference › Paper › Scientific › peer-review

  • Virtual Reality 100%
  • Virtual Reality Experience 42%
  • Mounted Display 28%
  • Domains 14%
  • Use Case 14%

• Targeted Causal Elicitation

  Ibrahim, N., John, T., Guo, Z. & Kaski, S., 2022.

  Research output: Contribution to conference › Paper › Scientific › peer-review

  Open Access

  • Models 100%
  • Elicitation 100%
  • Domains 50%
  • User 50%
  • Optimization 50%
• 2020

  Bayesian methods in interaction design (tutorial)

  Williamson, J., Oulasvirta, A. & Kristensson, P. O., 17 Mar 2020, p. 11-12. 2 p.

  Research output: Contribution to conference › Paper › Scientific

  Open Access

  File

  • Design 100%
  • Interaction Design 100%
  • Human Computer Interaction 50%
  • User Data 50%
  • Computational Approach 50%
  395 Downloads (Pure)

• Lessons from Ex Post Evaluation of Emerging Mobility Service: Case Kutsuplus

  Mladenovic, M., Haglund, N., Kujala, R., Weckström, C. & Saramäki, J., Jan 2020.

  Research output: Contribution to conference › Paper › Scientific › peer-review
• 2019

  Interactive AI with a Theory of Mind

  Çelikok, M. M., Peltola, T., Daee, P. & Kaski, S., 2019. 6 p.

  Research output: Contribution to conference › Paper › Scientific › peer-review

  • Artificial Intelligence 100%
  • User 100%
  • Models 33%
  • Armed 33%
  • User Modeling 33%
• 2018

  Deep Transfer Learning of Representations for Differentially Private Learning

  Niinimäki, T., Heikkilä, M. A., Kaski, S. & Honkela, A., 2018.

  Research output: Contribution to conference › Paper › Scientific › peer-review

• Efficient Convex Completion of Coupled Tensors using Coupled Nuclear Norms

  Wimalawarne, K. & Mamitsuka, H., 2018, p. 6902-6910. 9 p.

  Research output: Contribution to conference › Paper › Scientific › peer-review

  • Nuclear Norm 100%
  • Models 66%
  • Simulation 33%
  • Optimization 33%
  3 Citations (Scopus)

• Our data futures: Towards non-data-centric data activism

  Ruckenstein, M. & Lehtiniemi, T., 2018.

  Research output: Contribution to conference › Paper › Scientific › peer-review

• Recommendations and Automation in the Consenting Process: Designing GDPR compliant consents

  Kortesniemi, Y. & Kremer, J., 12 Dec 2018. 11 p.

  Research output: Contribution to conference › Paper › Scientific › peer-review

  File

  • Automation 100%
  • General Data Protection Regulation 100%
  • Personal Data 25%
  • Data Analysis 25%
  • Personal Information 25%
  24 Downloads (Pure)

• User Attitudes towards Consent Intermediaries

  Kortesniemi, Y., Lappalainen, T. & Salka, F., 12 Dec 2018. 9 p.

  Research output: Contribution to conference › Paper › Scientific › peer-review

  File

  • Service 100%
  • User 100%
  • Personal Data 33%
  • Control 33%
  • Data Sharing 33%
  42 Downloads (Pure)
• 2017

  Computational approaches to interaction design

  Williamson, J., Oulasvirta, A., Hilliges, O. & Kristensson, P. O., 6 May 2017, p. 1182-1185. 4 p.

  Research output: Contribution to conference › Paper › Scientific

  • Design 100%
  • Human-Computer Interaction 100%
  • Interaction Design 100%
  • Computational Approach 100%
  • Computational Method 33%

• Designing mobile interactions for the ageing populations

  Sarcar, S., Munteanu, C., Jokinen, J. P. P., Oulasvirta, A., Silpasuwanchai, C., Charness, N., Dunlop, M. & Ren, X., 6 May 2017, p. 506-509. 4 p.

  Research output: Contribution to conference › Paper › Scientific

  • Design 100%
  • Mobile Interaction 100%
  • Aging Population 100%
  • User Interfaces 50%
  • Evaluation 50%
  7 Citations (Scopus)

• ELFI, a software package for likelihood-free inference

  Lintusaari, J., Vuollekoski, H., Kangasrääsiö, A., Skyten, K., Järvenpää, M., Gutmann, M., Vehtari, A., Corander, J. & Kaski, S., 2017.

  Research output: Contribution to conference › Paper › Scientific

• Media Attention to Science

  Garimella, V. & Xiao, H., 2017, p. 779-780. 2 p.

  Research output: Contribution to conference › Paper › Scientific › peer-review

  Open Access

  File

  • Science 100%
  • Attention 100%
  • Paper 22%
  • Authors 22%
  • Periodicals 11%
  1 Citation (Scopus)

  64 Downloads (Pure)

• Portability Analysis for Axiomatic Memory Models. PORTHOS: One Tool for all Models

  Ponce-de-León, H., Furbach, F., Heljanko, K. & Meyer, R., 28 Apr 2017. 38 p.

  Research output: Contribution to conference › Paper › Scientific

  • Models 100%
  • Memory Model 100%
  • Portability 100%
  • Programs 50%
  • Model Checking 25%
• 2016

  Breakid: Static symmetry breaking for ASP (system description)

  Devriendt, J. & Bogaerts, B., 2016, p. 25-39. 15 p.

  Research output: Contribution to conference › Paper › Scientific › peer-review

  • Answer Set Programming 100%
  • System Description 100%
  • Current-State 25%
  • Preprocessing Technique 25%

• BreakID: Static Symmetry Breaking for ASP

  Devriendt, J. & Bogaerts, B., 2016.

  Research output: Contribution to conference › Paper › Scientific

• Computational Layout Perception using Gestalt Laws

  Koch, J. & Oulasvirta, A., 2016, p. 1423-1429. 7 p.

  Research output: Contribution to conference › Paper › Scientific

  Open Access

  • User 100%
  • Computer 100%
  • Complexity 100%
  • Heuristics 100%
  • Potential Application 100%

• ELFI: Engine for Likelihood-Free Inference

  Kangasrääsiö, A., Lintusaari, J., Skyten, K., Järvenpää, M., Vuollekoski, H., Gutmann, M., Vehtari, A., Corander, J. & Kaski, S., 9 Dec 2016. 4 p.

  Research output: Contribution to conference › Paper › Scientific

  • User 100%
  • Inference Engines 100%
  • Design 50%
  • Models 50%
  • Gaussian Process 50%

• Implementing a Relevance Tracker Module

  Jansen, J., Bogaerts, B., Devriendt, J., Janssens, G. & Denecker, M., 2016.

  Research output: Contribution to conference › Paper › Scientific

• Interactive user intent modeling for eliciting priors of a normal linear model

  Sundin, I., Micallef, L., Marttinen, P., Ammad-Ud-Din, M., Peltola, T., Soare, M., Jacucci, G. & Kaski, S., 2016, p. 1-5.

  Research output: Contribution to conference › Paper › Scientific

  • Models 100%
  • User 100%
  • Modeling 100%
  • Intents 100%
  • Interactive User 100%

• Physiological Data and Learning Analytics: Opportunities and Challenges for Research and Practice

  Durall, E., Leinonen, T., Gros, B., Kyriazakos, S. & Ravaja, N., 2016.

  Research output: Contribution to conference › Paper › Scientific

  • Learning Analytics 100%
  • Physiological Data 100%
  • Education 50%
  • Wearable Technology 33%
  • Contexts 16%

• Reorienting Datafication? New Roles For Users In Online Platform Markets

  Lehtiniemi, T., 2016. 16 p.

  Research output: Contribution to conference › Paper › Scientific

  • Roles 100%
  • User 100%
  • Online Platform 100%
  • Platform Market 100%
  • Personal Data 80%

• The Effect of Emotional Intelligence on Physiological Stress of Managers

  Salminen, M., Järvelä, S. & Ravaja, N., 27 May 2016. 1 p.

  Research output: Contribution to conference › Paper › Scientific

  • Emotional Intelligence 100%
  • Emotion 28%
  • Heart Rate Variability 28%
  • Research 14%
  • Abilities 14%