Julkaisut

Book chapter

Tekoälystä vastuullista

Leikas, Jaana. Teoksessa: Ailisto, H., Myllymäki, P., Tarkoma, S., Kämäräinen, J-K., Röning, J., Salakoski, T., Solin, A., Saariluoma, P., Mikkonen, T., van Gils, M., Väänänen, K., Puolamäki, K., Ylén, P., Roos, T., Leikas, J., Honkela, A., Kutila, M., Ruotsalainen, L., Ylikoski, P., & Linturi, R. (2022). Tekoälyratkaisut tänään ja tulevaisuudessa. Eduskunnan tulevaisuusvaliokunnan julkaisu 1/2022. Eduskunta. pp. 114-120. (2022)

Conference Article

Nonparametric Exponential Family Graph Embeddings for Multiple Representation Learning

Lu, Chien; Peltonen, Jaakko; Nummenmaa, Timo; Nummenmaa, Jyrki. Proceedings of UAI 2022, The 38th Conference on Uncertainty in Artificial Intelligence (2022)

Conference Article

Supervised dimensionality reduction technique accounting for soft classes

Mustatea, Sorina; Aupetit, Michael; Peltonen, Jaakko; Lespinats, Sylvain; Dutykh, Denys. Proceedings of ESANN 2022, 30th European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning (2022)

Conference Article

Gaussian Copula Embeddings

Lu, Chien; Peltonen, Jaakko. Proceedings of NeurIPS 2022, 36th Conference on Neural Information Processing Systems (2022)

Journal Article

Multicriteria Optimization for Dynamic Demers Cartograms

Nickel, Soeren; Sondag, Max; Meulemans, Wouter; Kobourov, Stephen G.; Peltonen, Jaakko; Nollenburg Martin. IEEE Transactions on Visualization and Computer Graphics (2022)

Journal Article

Using parsed and annotated corpora to analyze parliamentarians’ talk in Finland

Andrushchenko, Mykola; Sandberg, Kirsi; Turunen, Risto; Marjanen, Jani; Hatavara, Mari; Kurunmäki, Jussi; Nummenmaa, Timo; Hyvärinen, Matti; Teräs, Kari; Peltonen, Jaakko; Nummenmaa, Jyrki. Journal of the Association for Information Science and Technology (2022)

Journal Article

How should public administrations support ethical and sustainable development and use of Artificial Intelligence? A systematic review of proposals for developing governance of AI

Sigfrids, Anton; Nieminen, Mika; Leikas, Jaana; Pikkuaho, Pietari. Frontiers in Artificial Intelligence. (Front. Hum. Dyn., 19 May 2022 Sec. Digital Impacts) (2022)

Journal Article

Discourses on AI and Regulation of Automated Decision-Making

Lepinkäinen, Nea; Malik, Hanna Maria. Global Perspectives (2022)

Journal Article

Reflections on the human role in AI policy formulations: How do national AI strategies view people?

Salo-Pöntinen, Henrikki; Saariluoma, Pertti. Discover Artificial Intelligence, 2, Article 3. Springer Nature. (2022)

Journal Article

Between algorithmic and analogue harms: the case of automation in Finnish Immigration Services.

Malik, Hanna Maria; Lepinkäinen, Nea. Justice, Power and Resistance (2022)

Conference Article

Mental Contents in Designing AI Ethics

Saariluoma, Pertti; Myllylä, Mari; Karvonen, Antero. In: Rauterberg, M. (eds) Culture and Computing. HCII 2022. Lecture Notes in Computer Science, vol 13324. Springer, Cham. (2022)

Journal Article

A Systematic Exercise Tool Helps Researchers Ponder the Ethical Implications of AI

Leikas, Jaana; Floréen, Patrik. ERCIM News No. 131. Special theme: Ethical Software Engineering and Ethically Aligned Design, pp. 11-12. (2022)

News Article, Opinion Piece, etc.

Ilmastokeskustelun vaaralliset harhakäsitykset

Myllylä, Mari; Saariluoma, Pertti. Kanava, (5), 12-17. (2022)

Book Chapter

Artificial intelligence and Public Innovations

Koskimies, Emmi; Stenval, Jari; Kinder, Tony; Leikas, Jaana; Nieminen, Mika. In: Jalonen, H., Helander, N., & Väyrynen, H. (eds.), Digitalisation, innovations & public sector. Palgrave (2022)

Journal Article

Expertise and becoming conscious of something

Myllylä, Mari; Saariluoma, Pertti. New Ideas in Psychology, 64, Article 100916 (2022)

Journal Article

Mutuality in AI-enabled new public service solutions

Koskimies, Emmi; Kinder, Tony. Public Management Review (2022)

Dissertation

Embodied mind and mental contents in graffiti art experience

Myllylä, Mari. Doctoral dissertation, University of Jyväskylä (2022)

Journal Article

AI ethics as applied ethics

Hallamaa, Jaana; Kalliokoski, Taina. Front. Comput. Sci., 07 April 2022 Sec. Human-Media Interaction, vol 4/2022 (2022)

Conference Article

Improving AI systems through trade-offs between values

Hallamaa, Jaana. Digital Human Modeling and Applications in Health, Safety, Ergonomics and Risk Management. Health, Operations Management, and Design 13th International Conference, DHM 2022, Held as Part of the 24th HCI International Conference, HCII 2022, Virtual Event, June 26 – July 1, 2022, Proceedings, Part II, pp.329-343 (2022)

Conference Article

Psychological and Cognitive Challenges in Sustainable AI Design

Myllylä, Mari. M. Rauterberg (Ed.), Culture and Computing. Ethics in Future AI Design. HCII 2022. Lecture Notes in Computer Science. Springer, Cham. (2022)

Conference Article

Placing blame in multi-agent systems

Hallamaa, Jaana; Kalliokoski, Taina. Rauterberg M. (ed.) Culture and Computing. HCII 2022. Lecture Notes in Computer Science, Springer, Cham (2022)

Journal Article

AI Applications and Regulation: Mapping the Regulatory Strata

Viljanen, Mika; Parviainen, Henni. Frontiers in Computer Science Human-Media Interaction (2022)

Journal Article

Dynamics of social harms in an algorithmic context

Alvesalo-Kuusi, Anne; Malik, Hanna Maria; Viljanen, Mika; Lepinkäinen, Nea. INTERNATIONAL JOURNAL FOR CRIME, JUSTICE AND SOCIAL DEMOCRACY (2022)

Report

Ihmislähtöinen tekoäly sosiaali- ja terveydenhuollon tukena. Kohti kokonaisvaltaista ympäristöterveyttä ja -hyvinvointia.

Hallamaa, Jaana. Kertomus ETENEn toiminnasta 2018-2022. Miettinen, M. (toim.). Sosiaali- ja terveysministeriö (2022)

Journal Article

Sequential group recommendations based on satisfaction and disagreement scores

Stratigi, Maria; Pitoura, Evaggelia; Nummenmaa, Jyrki; Stefanidis, Kostas. Journal of Intelligent Information Systems (2021)