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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. (red.). Springer Science and Business Media Deutschland GmbH, Vol. 16015. s. 75-91 17 s. (Lecture Notes in Computer Science; vol. 16015 LNCS).Forskningsoutput: Kapitel i bok/rapport/konferenshandling › Konferensbidrag › Vetenskaplig › Peer review
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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. (red.). Springer Science and Business Media Deutschland GmbH, s. 486-497 12 s. (Communications in Computer and Information Science; vol. 2135 CCIS).Forskningsoutput: Kapitel i bok/rapport/konferenshandling › Konferensbidrag › Vetenskaplig › Peer review
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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. (red.). The Association for the Advancement of Artificial Intelligence (AAAI), s. 11987-11994 8 s.Forskningsoutput: Kapitel i bok/rapport/konferenshandling › Konferensbidrag › Vetenskaplig › Peer review
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Dense Subgraph Discovery Meets Strong Triadic Closure
Wickrama Arachchi, W. A. C. N., Kumpulainen, I. J. & Tatti, N., 25 aug. 2024, Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining. Association for Computing MachineryForskningsoutput: Kapitel i bok/rapport/konferenshandling › Konferensbidrag › Vetenskaplig › Peer review
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Max-Min Diversification with Asymmetric Distances
Kumpulainen, I., Adriaens, F. & Tatti, N., 25 aug. 2024, KDD 2024 - Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining. Association for Computing Machinery, s. 1440-1450 11 s.Forskningsoutput: Kapitel i bok/rapport/konferenshandling › Konferensbidrag › Vetenskaplig › Peer review
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