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Jyrki Nummenmaa

Professor, tietojenkäsittelyoppi, al. ohjelmistot, erit. hajautetut järj. tai ohj.kehitys
Tampere University
phone number+358405277999
City Centre Campus

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 proceedingConference contributionScientificpeer-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 journalArticleScientificpeer-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 journalArticleScientificpeer-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 proceedingConference contributionScientificpeer-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 journalArticleScientificpeer-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 journalArticleScientificpeer-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 proceedingConference contributionScientificpeer-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 proceedingConference contributionScientificpeer-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 proceedingConference contributionScientificpeer-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 journalArticleScientificpeer-review