Department of Computer Science

Research output

Research output per year 1983 2002 2003 2004 2005 2006 2007 2008 2009 2010 2011 2012 2013 2014 2015 2016 2017 2018 2019 2020 2021 2022 2023 2024 2025

• 6965 Conference article in proceedings
• 4616 Article
• 844 Working paper
• 653 Chapter
• 1629 More
  • 397 Doctoral Thesis
  • 167 Anthology
  • 139 Software
  • 121 Abstract
  • 103 Paper
  • 94 Review Article
  • 80 Conference article
  • 79 Book
  • 68 Patent
  • 54 Editorial
  • 49 Poster
  • 42 Commissioned report
  • 37 Other contribution
  • 36 Licenciate's thesis
  • 30 Meeting Abstract
  • 30 Special issue
  • 22 Master's thesis
  • 16 Comment/debate
  • 12 Foreword / postscript
  • 11 Letter
  • 7 Digital or Visual Products
  • 7 Exhibition
  • 6 Blog article
  • 6 Preprint
  • 4 Literature review
  • 3 Other chapter contribution
  • 3 Data Article
  • 2 Entry for encyclopedia / dictionary
  • 2 Design
  • 1 Book/Film/Article review
  • 1 Performance

Research output per year

Research output per year

Search results

• 2024

  AI Regulation: Between Future proof, risks and values

  Gonzalez Torres, A. P., 9 Oct 2024.

  Research output: Contribution to conference › Poster › Scientific

  File

  • Artificial Intelligence 100%
  21 Downloads (Pure)

• Analyzing Students’ Preferences for LLM-Generated Analogies

  Bernstein, S., Denny, P., Leinonen, J., Littlefield, M., Hellas, A. & MacNeil, S., 8 Jul 2024, p. 812. 1 p.

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

  • Large Language Model 100%
  • Computer Science 66%
  • Conceptual Understanding 33%
  • ChatGPT 33%
  4 Citations (Scopus)

• A novel technique for magnetic flux emergence diagnostics on the Sun

  Weigt, D., Korpi-Lagg, M. & Lagg, A., Sept 2024.

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

  Open Access

  File
  14 Downloads (Pure)

• Learning Structure-Aware Representations of Dependent Types

  Kogkalidis, K., Melkonian, O. & Bernardy, J.-P., 2024.

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

  Open Access

  • structure learning 100%
  • Machine Learning 100%
  • Learning System 100%
  • Programming Language 66%
  • Related Resource 33%

• Post Primary Teachers' Perspectives on Machine Learning and Artificial Intelligence in the Leaving Certificate Computer Science Curriculum

  Mahon, J., Becker, B. A., Mac Namee, B. & Leinonen, J., 13 Nov 2024. 2 p.

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

  • Diplomas 100%
  • Computer Science 100%
  • Artificial Intelligence 100%
  • Professional Development 25%
  • Educational Needs 25%

• Risk and Innovation in Discourse: Industry Language around General-Purpose AI

  Kajava, K., 21 Oct 2024, (Unpublished).

  Research output: Contribution to conference › Poster › Scientific

• Understanding Pathways to Computing Education Research (CER)

  Sanders, K., Hellas, A. & Malmi, L., 6 Feb 2024. 2 p.

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

  • Students 100%
  • Understanding 100%
  • Education Research 100%
  • Computing 100%
  • Research 33%
• 2023

  "Agile X"—Inconsistent and Loosely Defined Terminology Hampers Fundamental Software Agility Research

  Kettunen, P., Fagerholm, F. & Männistö, T., 2023.

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

  Open Access

  • Software 100%
  • Conceptualisation 25%
  • Agile Manifesto 25%

• A User Interface Model for Digital Humanities Research : Case BookSampo – Finnish Fiction Literature on the Semantic Web

  Ahola, A., Hyvönen, E. & Rantala, H., 2023, p. 106-111. 6 p.

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

  • Models 100%
  • User Interfaces 100%
  • User 33%
  • Semantic Web Technology 33%
  • Analytical Tool 33%

• Benchmarking Multi-agent Reinforcement Learning-based Access Control using Real-world IoT Traffic

  Le, T.-T., Ji, Y., Truong, L. & Lui, J. C. S., 2023.

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

  • Internet of Things 100%
  • Access Control 100%
  • Benchmarking 100%
  • Real World 100%
  • Type Communication 100%

• Computationally Modelling Self-Determination Theory for HCI: The Case of Competence

  Lintunen, E., Guckelsberger, C. & Deterding, S., 2023, (Unpublished).

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

• Design of trustworthy and inclusive AI services in the public sector

  Drobotowicz, K., 2 Oct 2023.

  Research output: Contribution to conference › Poster › Scientific

  • Service Industries 100%
  • Design 100%
  • Artificial Intelligence 100%
  • Service 100%
  • Public Sector 100%

• Effects of Cognitive Abilities on Success in Computer Use

  Lintunen, E., Salmela, V., Jarre, P., Heikkinen, T., Kilpeläinen, M., Jokela, M. & Oulasvirta, A., 2023, (Unpublished).

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

• Emerging AI Discourses and Policies in the EU: Implications for Evolving AI Governance

  Gonzalez Torres, A. P., Kajava, K. & Sawhney, N., 2023, (Unpublished).

  Research output: Contribution to conference › Poster › Scientific

• Integrating Faceted Search with Data Analytic Tools in the User Interface of ParliamentSampo – Parliament of Finland on the Semantic Web

  Hyvönen, E., Leskinen, P. & Rantala, H., 2023, p. 16-21. 6 p.

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

  • Analytics Tool 100%
  • Faceted Search 100%
  • Semantics 50%
  • Data Analytics 50%
  • User Interface Design 50%
  1 Citation (Scopus)

• Interfacing the BookSampo Knowledge Graph of Finnish Literature for Data Analyses in Digital Humanities

  Ahola, A., Peura, T. & Hyvönen, E., 1 Jun 2023.

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

• Model Stealing Attacks and Defenses : Where Are We Now?

  Asokan, N., 2023, p. 327-327. 1 p.

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

  • Models 100%
  • Attack 100%
  • Threat 30%
  • Machine Learning 20%
  • Artificial Intelligence 10%

• Practitioners’ Perspectives on Inclusion and Civic Empowerment in Finnish Public Sector AI

  Drobotowicz, K., 8 Nov 2023.

  Research output: Contribution to conference › Poster › Scientific

  • Finnish 100%
  • Perspective 100%
  • Civics 100%
  • Empowerment 100%
  • Artificial Intelligence 100%

• Sparse Function-space Representation of Neural Networks

  Scannell, A., Mereu, R., Chang, P., Tamir, E., Pajarinen, J. & Solin, A., 2023. 6 p.

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

  Open Access

  • Functions 100%
  • Space Representation 100%
  • Parameterization 100%
  • Function Space 100%
  • Neural Network 100%
• 2022

  Allocation of Compliance Responsibilities in Artificial Intelligence Lifecycle

  Gonzalez Torres, A. P., 2022.

  Research output: Contribution to conference › Poster › Scientific

  File
  12 Downloads (Pure)

• Body Maps of Loves

  Rinne, P., Tavast, M., Glerean, E. & Sams, M., 1 Apr 2022.

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

• CascadeXML : Rethinking Transformers for End-to-end Multi-resolution Extreme Multi-label Classification

  Schultheis, E., 1 Dec 2022.

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

• Compliance Accountability Through the AI Lifecycle

  Gonzalez Torres, A. P., 2022, (Unpublished).

  Research output: Contribution to conference › Poster › Scientific

  File
  12 Downloads (Pure)

• Functional homogeneity predicts the topological roles of Regions of Interest in functional brain networks

  Ryyppö, V., Triana Hoyos, A. & Korhonen, O., 18 Oct 2022.

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

• Language of Algorithms: Agency, Metaphors and Deliberations in AI Discourses

  Kajava, K. & Sawhney, N., 2022, (Unpublished).

  Research output: Contribution to conference › Poster › Scientific

• Towards Open Natural Language Feedback Generation for Novice Programmers using Large Language Models

  Koutcheme, C., 17 Nov 2022. 2 p.

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

  • Programs 100%
  • Generation 100%
  • Language Modeling 100%
  • Natural Languages 100%
  • Novice Programmer 100%
  4 Citations (Scopus)

• Transport with Support: Data-Conditional Diffusion Bridges

  Tamir, E., 2022, (Unpublished).

  Research output: Contribution to conference › Poster › Scientific
• 2021

  Demonstration Paper: Monitoring Machine Learning Contracts with QoA4ML

  Nguyen, T. & Truong, L., 19 Apr 2021, p. 169-170. 2 p.

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

  Open Access

  File

  • Paper 100%
  • Contract 100%
  • Machine Learning 100%
  • Learning Contract 100%
  • Service 42%
  133 Downloads (Pure)

• Design of trustworthy and inclusive AI services in the public sector

  Drobotowicz, K., 1 Nov 2021.

  Research output: Contribution to conference › Poster › Scientific

  File

  • Service Industries 100%
  • Design 100%
  • Public Sector 100%
  • Artificial Intelligence 100%
  • Service 100%
  55 Downloads (Pure)

• Teaching Students to Fix Programming Errors with Tutorials Embedded in an IDE

  Kiljunen, O., 17 Nov 2021, p. 1-3. 3 p.

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

  • Teaching Practice 100%
  • Computer Personnel 100%
  • Students 50%
  • Specific Industry 50%
  • Teaching 50%
  3 Citations (Scopus)

• Temporal Visualization and Data Analysis of Archaeological Finds: Case FindSampo

  Anafi, O., Koho, M. & Hyvönen, E., 2021.

  Research output: Contribution to conference › Poster › Scientific

  Open Access

  File
  24 Downloads (Pure)
• 2020

  Enhancer prediction in the human genome by probabilistic modeling of the chromatin feature patterns

  Osmala, M., 2020.

  Research output: Contribution to conference › Poster › Professional

• Modelling of brain states using a coarse-grained Kuramoto model (KM) in TMS–EEG

  Kärkkäinen, P., Linna, R., Mutanen, T., Metsomaa, J., Zrenner, C. & Ilmoniemi, R., 19 May 2020.

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

  Computer-Supported Form Design using Keystroke-Level Modeling with Reinforcement Learning

  Leino, K., Todi, K., Oulasvirta, A. & Kurimo, M., 2019, p. 85-86.

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

  • Design 100%
  • Computer 100%
  • Modeling 100%
  • Reinforcement Learning 100%
  • User 85%

• Development of speech recognition in noise and reverberation test with multichannel auralizations of real rooms

  Kuusinen, A., 10 Jan 2019.

  Research output: Contribution to conference › Poster › Scientific

  • Recognition 100%
  • Speech 100%
  • Hearing 100%
  • Reverberation 100%
  • Development 100%

• SAM: Self-adapting Menus on the Web

  Gobert, C., Todi, K., Bailly, G. & Oulasvirta, A., 17 Mar 2019, p. 75-76. 2 p.

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

  • Adaptation 100%
  • Practitioners 50%
  • Behavior 50%
  • Websites 50%
  • Control 50%

• Speech recognition in noise and reverberation in multichannel auralizations of two real rooms

  Kuusinen, A., Sivonen, V., Dietz, A., Aarnisalo, A. & Lokki, T., 21 Aug 2019.

  Research output: Contribution to conference › Poster › Scientific

  • Recognition 100%
  • Speech 100%
  • Reverberation 100%
  • Speech Recognition 100%
  • Acoustics 60%

• Splashing the Surface of Research: A Study of Koli Abstracts

  Sorva, J., 2019, p. 1-2.

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

  • Abstracts 100%
  • Research 100%
  • Posters 66%
  • Programming 66%
  • Education 33%
• 2018

  A Bayesian model of acquisition and clearance of bacterial colonization

  Järvenpää, M., Sater, M., Lagoudas, G., Blainey, P. C., Miller, L. G., McKinnell, J., Huang, S., Grad, Y. & Marttinen, P., Dec 2018.

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

  • Host 100%
  • Model 100%
  • Acquisition 100%
  • Clearance 100%
  • Acquisitions 100%

• Bayesian loo for large data

  Magnusson, M., 12 Dec 2018.

  Research output: Contribution to conference › Poster › Scientific

• SuALT: Collaborative Research Infrastructure for Archaeological Finds and Public Engagement through Linked Open Data

  Thomas, S., Wessman, A., Tuominen, J., Koho, M., Ikkala, E., Hyvönen, E., Rohiola, V. & Salmela, U., 9 Mar 2018.

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

  Open Access

  File
  30 Downloads (Pure)

• U.S. Congress prosopographer - A tool for prosopographical research of legislators

  Miyakita, G., Leskinen, P. & Hyvönen, E., 1 Jan 2018. 4 p.

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

  Open Access

  File
  37 Downloads (Pure)
• 2017

  Bio CRM: A Data Model for Representing Biographical Data for Prosopographical Research

  Tuominen, J., Hyvönen, E. & Leskinen, P., 2017.

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

  Open Access

• Efficient acquisition rules for model-based approximate Bayesian computation

  Järvenpää, M., Gutmann, M., Pleska, A., Vehtari, A. & Marttinen, P., Dec 2017.

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

  • Models 100%
  • Computation 100%
  • Optimization 75%
  • Simulation 50%
  • Optimization Strategy 50%

• Extracting service process models with teams

  Klemetti, T., Salminen, R., Martikainen, O., Saikkonen, R. & Soisalon-Soininen, E., 2017, p. 147-148. 2 p.

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

  • Teams 100%
  • Process Model 100%
  • Service Process 100%
  • Models 25%
  • Optimization 25%

• Understanding para social breakups on Twitter

  Garimella, K., Cohen, J. & Weber, I., 25 Jun 2017, p. 383-384. 2 p.

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

  • Understanding 100%
  • Twitter 100%
  • Celebrity 100%
  • Research 20%
  • Social Media 20%
  2 Citations (Scopus)
• 2015

  DEMO: SpotShare and nearby people - Applications of the social PaL framework

  Nagy, M., Bui, T., Udar, S., Asokan, N. & Ott, J., 22 Jun 2015.

  Research output: Contribution to conference › Poster › Scientific › peer-review
  1 Citation (Scopus)

• Extremely parallel resource pre-fetching for energy optimized mobile web browsing

  Hoque, M. A., Tarkoma, S. & Anttila, T., 7 Sept 2015, p. 236-238. 3 p.

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

  • Wireless Networks 100%
  • Mobile Device 100%
  • Rendering 100%
  • Energy Consumption 50%
  • Network Type 50%
  5 Citations (Scopus)
• 2010

  Information interaction in 140 characters or less: Genres on Twitter

  Westman, S. & Freund, L., 21 Oct 2010, p. 323-326. 4 p.

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

  • Communication 100%
  • Information Interaction 100%
  • Twitter 100%
  • Genre Analysis 100%
  • Analysis 100%
  32 Citations (Scopus)