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2020

Bonsai - Diverse and Shallow Trees for Extreme Multi-label Classification

Khandagale, S., Xiao, H. & Babbar, R., 17 Jul 2020, (Accepted/In press) In : Machine Learning.

Research output: Contribution to journalArticleScientificpeer-review

Relaxing the strong triadic closure problem for edge strength inference

Adriaens, F., De Bie, T., Gionis, A., Lijffijt, J., Matakos, A. & Rozenshtein, P., 17 Jan 2020, In : Data Mining and Knowledge Discovery.

Research output: Contribution to journalArticleScientificpeer-review

Open Access
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21 Downloads (Pure)
2019

Analyzing the power consumption behavior of a large scale data center

Khan, K. N., Scepanovic, S., Niemi, T., Nurminen, J. K., von Alfthan, S. & Lehto, O. P., Mar 2019, In : Computer Science - Research and Development. 34, 1, p. 61–70 10 p.

Research output: Contribution to journalArticleScientificpeer-review

Finding events in temporal networks: segmentation meets densest subgraph discovery

Rozenshtein, P., Bonchi, F., Gionis, A., Sozio, M. & Tatti, N., 1 Jan 2019, In : Knowledge and Information Systems. 29 p.

Research output: Contribution to journalArticleScientificpeer-review

Open Access
File
27 Downloads (Pure)

Locally and globally explainable time series tweaking

Karlsson, I., Rebane, J., Papapetrou, P. & Gionis, A., 30 Aug 2019, In : Knowledge and Information Systems. 30 p.

Research output: Contribution to journalArticleScientificpeer-review

Open Access
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32 Downloads (Pure)
2018

Quantifying Controversy on Social Media

Garimella, K., Morales, G. D. F., Gionis, A. & Mathioudakis, M., 1 Jan 2018, In : ACM Transactions on Social Computing . 1, 1, p. 1-26 3.

Research output: Contribution to journalArticleScientificpeer-review

Open Access
2017

Automatic controversy detection in social media: A content-independent motif-based approach

Coletto, M., Garimella, K., Gionis, A. & Lucchese, C., 2017, In : Online Social Networks and Media. 3-4, Supplement C, p. 22-31 10 p.

Research output: Contribution to journalArticleScientificpeer-review

Bump Hunting in the Dark: Local Discrepancy Maximization on Graphs

Gionis, A., Mathioudakis, M. & Ukkonen, A., 1 Mar 2017, In : IEEE Transactions on Knowledge and Data Engineering. 29, 3, p. 529-542 14 p., 7476870.

Research output: Contribution to journalArticleScientificpeer-review

4 Citations (Scopus)

Cluster ensemble selection with constraints

Yang, F., Li, T., Zhou, Q. & Xiao, H., 26 Apr 2017, In : Neurocomputing. 235, p. 59-70 12 p.

Research output: Contribution to journalArticleScientificpeer-review

10 Citations (Scopus)

Discovering recurring activity in temporal networks

Kostakis, O., Tatti, N. & Gionis, A., 2017, In : Data Mining and Knowledge Discovery. 31, 6, p. 1840–1871 32 p.

Research output: Contribution to journalArticleScientificpeer-review

4 Citations (Scopus)

Finding dynamic dense subgraphs

Rozenshtein, P., Tatti, N. & Gionis, A., 1 Mar 2017, In : ACM Transactions on Knowledge Discovery from Data. 11, 3, p. 1-30 27.

Research output: Contribution to journalArticleScientificpeer-review

10 Citations (Scopus)

Interplay Between Spreading and Random Walk Processes in Multiplex Networks

Mishkovski, I., Mirchev, M., Scepanovic, S. & Kocarev, L., Oct 2017, In : IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS I-REGULAR PAPERS. 64, 10, p. 2761-2771 11 p.

Research output: Contribution to journalArticleScientificpeer-review

4 Citations (Scopus)

Lagrangian relaxations for multiple network alignment

Malmi, E., Chawla, S. & Gionis, A., 2017, In : Data Mining and Knowledge Discovery. 31, 5, p. 1331–1358 28 p.

Research output: Contribution to journalArticleScientificpeer-review

4 Citations (Scopus)

Malware distributions and graph structure of the Web

Scepanovic, S., Mishkovski, I., Ruohonen, J., Ayala-Gómez, F., Aura, T. & Hyrynsalmi, S., 2017, In : arXiv.org. abs/1707.06071

Research output: Contribution to journalArticleScientific

Modeling Urban Behavior by Mining Geotagged Social Data

Celikten, E., Le Falher, G. & Mathioudakis, M., 1 Jun 2017, In : IEEE Transactions on Big Data. 3, 2, p. 220-233

Research output: Contribution to journalArticleScientificpeer-review

On searching and indexing sequences of temporal intervals

Kostakis, O. & Papapetrou, P., May 2017, In : Data Mining and Knowledge Discovery. 31, 3, p. 809-850 42 p.

Research output: Contribution to journalArticleScientificpeer-review

4 Citations (Scopus)

Semantic homophily in online communication: Evidence from Twitter

Scepanovic, S., Mishkovski, I., Gonçalves, B., Nguyen, T. H. & Hui, P., 2017, In : Online Social Networks and Media. 2, p. 1-18 18 p.

Research output: Contribution to journalArticleScientificpeer-review

Tiers for peers: a practical algorithm for discovering hierarchy in weighted networks

Tatti, N., May 2017, In : Data Mining and Knowledge Discovery. 31, 3, p. 702–738 37 p.

Research output: Contribution to journalArticleScientificpeer-review

9 Citations (Scopus)
2016

Skopus: Mining top-k sequential patterns under leverage

Petitjean, F., Li, T., Tatti, N. & Webb, G. I., Sep 2016, In : Data Mining and Knowledge Discovery. 30, 5, p. 1086–1111 26 p.

Research output: Contribution to journalArticleScientificpeer-review

17 Citations (Scopus)

Top-k overlapping densest subgraphs

Galbrun, E., Gionis, A. & Tatti, N., Sep 2016, In : Data Mining and Knowledge Discovery. 30, 5, p. 1134–1165 31 p.

Research output: Contribution to journalArticleScientificpeer-review

16 Citations (Scopus)