Jyrki Nummenmaa
Latest publications
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. 227–254Research 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
Efficient Mining of Outlying Sequential Behavior Patterns
Xu, Y., Duan, L., Xie, G., Fu, M., Li, L. & Nummenmaa, J., 2021, Database Systems for Advanced Applications - 26th International Conference, DASFAA 2021, Proceedings. Jensen, C. S., Lim, E-P., Yang, D-N., Chang, C-H., Xu, J., Peng, W-C., Huang, J-W. & Shen, C-Y. (eds.). Springer, p. 325-341 17 p. (Lecture Notes in Computer Science; vol. 12682 LNCS).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review
HMNet: Hybrid Matching Network for Few-Shot Link Prediction
Xiao, S., Duan, L., Xie, G., Li, R., Chen, Z., Deng, G. & Nummenmaa, J., 2021, Database Systems for Advanced Applications - 26th International Conference, DASFAA 2021, Proceedings. Jensen, C. S., Lim, E-P., Yang, D-N., Lee, W-C., Tseng, V. S., Kalogeraki, V., Huang, J-W. & Shen, C-Y. (eds.). Springer, p. 307-322 16 p. (Lecture Notes in Computer Science; vol. 12681 LNCS).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review
Using parsed and annotated corpora to analyze parliamentarians' talk in Finland
Andrushchenko, M., Sandberg, K., Turunen, R., Marjanen, J., Hatavara, M., Kurunmäki, J., Nummenmaa, T., Hyvärinen, M., Teräs, K., Peltonen, J. & Nummenmaa, J., 4 Jun 2021, In: Journal of the Association for Information Science and Technology (JASIST).Research output: Contribution to journal › Article › Scientific › peer-review