Jyrki Nummenmaa

Latest publications

• Computational recognition of narratives: Applying narratological definitions to the analysis of political language use

  Hatavara, M., Sandberg, K., Andrushchenko, M., Hälikkö, S., Nummenmaa, J., Nummenmaa, T., Peltonen, J. & Hyvärinen, M., 2024, (E-pub ahead of print) In: NARRATIVE INQUIRY.

  Research output: Contribution to journal › Article › Scientific › peer-review

• Fair Neighbor Embedding

  Peltonen, J., Xu, W., Nummenmaa, T. & Nummenmaa, J., Jul 2023, Proceedings of the 40th International Conference on Machine Learning. Vol. 202. p. 27564-27584 21 p. (Proceedings of Machine Learning Research).

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

• Parlamentaarisen politiikan ajat

  Hatavara, M., Hyvärinen, M., Jolma, N., Kurunmäki, J., Marjanen, J., Nummenmaa, J., Nummenmaa, T., Peltonen, J., Pettersson, M., Rautajoki, H., Sandberg, K., Teräs, K. & Turunen, R., 9 Feb 2023, In: Politiikasta.fi.

  Research output: Contribution to journal › Article › General public

• Analyzing Temporalities in Parliamentary Speech about Ideologies Using Dependency Parsed Data

  Sandberg, K., Andrushchenko, M., Turunen, R., Marjanen, J., Kurunmäki, J., Peltonen, J., Nummenmaa, T. & Nummenmaa, J., 6 Oct 2022, Proceedings of the 6th Digital Humanities in the Nordic and Baltic Countries Conference (DHNB 2022) . Berglund, K., La Mela, M. & Zwart, I. (eds.). p. 406-414 9 p. (CEUR Workshop Proceedings; vol. 3232).

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

• Efficient mining of concept-hierarchy aware distinguishing sequential patterns

  He, C., Duan, L., Dong, G., Nummenmaa, J., Wang, T. & Pang, T., 14 Nov 2022, In: Knowledge-Based Systems. 255, 109710.

  Research output: Contribution to journal › Article › Scientific › peer-review

• Incremental Entity Blocking over Heterogeneous Streaming Data

  Araújo, T. B., Stefanidis, K., Pires, C. E. S., Nummenmaa, J. & da Nóbrega, T. P., Dec 2022, In: Information (Switzerland). 13, 12, 568.

  Research output: Contribution to journal › Article › Scientific › peer-review

• Nonparametric Exponential Family Graph Embeddings for Multiple Representation Learning

  Lu, C., Peltonen, J., Nummenmaa, T. & Nummenmaa, J., 2022, Uncertainty in Artificial Intelligence, 1-5 August 2022, Eindhoven, The Netherlands. p. 1275-1285 (Proceedings of Machine Learning Research).

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

• Performance of Graph and Relational Databases in Complex Queries

  Kotiranta, P., Junkkari, M. & Nummenmaa, J., 27 Jun 2022, In: Applied Sciences. 12, 13, 17 p., 6490.

  Research output: Contribution to journal › Article › Scientific › peer-review

• Sequential group recommendations based on satisfaction and disagreement scores

  Stratigi, M., Pitoura, E., Nummenmaa, J. & Stefanidis, K., 2022, In: Journal of Intelligent Information Systems. 58, 2, p. 227–254

  Research output: Contribution to journal › Article › Scientific › peer-review

• Cross-structural Factor-topic Model: Document Analysis with Sophisticated Covariates

  Lu, C., Peltonen, J., Nummenmaa, T., Nummenmaa, J. & Järvelin, K., 2021, Proceedings of The 13th Asian Conference on Machine Learning. Balasubramanian, V. N. & Tsang, I. (eds.). p. 1129-1144 (Proceedings of Machine Learning Research; vol. 157).

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