Research output per year
Research output per year
Personal profile
Fields of Science
- 113 Computer and information sciences
Supervisor for doctoral programme
- Doctoral Programme in Science
Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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The Densest SWAMP Problem: Subhypergraphs with Arbitrary Monotonic Partial Edge Rewards
Bengali, V., Tatti, N., Kumpulainen, I., Adriaens, F. & Veldt, N., 2026, Machine Learning and Knowledge Discovery in Databases. Research Track - European Conference, ECML PKDD 2025, Proceedings. Ribeiro, R. P., Jorge, A. M., Pfahringer, B., Japkowicz, N., Larrañaga, P., Soares, C., Abreu, P. H. & Gama, J. (eds.). Springer Science and Business Media Deutschland GmbH, Vol. 16015. p. 75-91 17 p. (Lecture Notes in Computer Science; vol. 16015 LNCS).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review
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Approximating splits for decision trees quickly in sparse data streams
Tatti, N., 2025, 2025 SIAM International Conference on Data Mining, SDM 2025. Society for Industrial and Applied Mathematics Publications, p. 647-655 9 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review
Open AccessFile -
Fair Diversity Maximization with Few Representatives
Adriaens, F. & Tatti, N., 3 Aug 2025, KDD '25: Proceedings of the 31st ACM SIGKDD Conference on Knowledge Discovery and Data Mining V.2. ACM, p. 17-25 9 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review
Open AccessFile -
Finding Coherent Node Groups in Directed Graphs
Kumpulainen, I. & Tatti, N., 2025, Machine Learning and Principles and Practice of Knowledge Discovery in Databases - International Workshops of ECML PKDD 2023, Revised Selected Papers. Meo, R. & Silvestri, F. (eds.). Springer Science and Business Media Deutschland GmbH, p. 486-497 12 p. (Communications in Computer and Information Science; vol. 2135 CCIS).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review
Open AccessFile -
From Your Block to Our Block: How to Find Shared Structure Between Stochastic Block Models over Multiple Graphs
Kumpulainen, I., Dalleiger, S., Vreeken, J. & Tatti, N., 2025, Proceedings of the Thirty-Ninth AAAI Conference on Artificial Intelligence and Thirty-Seventh Conference on Innovative Applications of Artificial Intelligence and Fifteenth Symposium on Educational Advances in Artificial Intelligence. Walsh, T., Shah, J. & Kolter, Z. (eds.). The Association for the Advancement of Artificial Intelligence (AAAI), p. 11987-11994 8 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review
Open AccessFile
Projects
- 1 Active
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PAPADAM: Principled approaches to explainable data analysis and mining
Tatti, N. (Project manager) & Herath Mudiyanselage, N. S. K. (Participant)
01/09/2025 → 31/08/2029
Project: Research Council of Finland: Academy Project