Professorship Gionis A.

Organisational unit: Research group

Research outputs

  1. 2019
  2. Published

    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

  3. Published

    Reconciliation k-median: Clustering with non-polarized representatives

    Ordozgoiti, B. & Gionis, A., 13 May 2019, The Web Conference 2019 - Proceedings of the World Wide Web Conference, WWW 2019. p. 1387-1397 11 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  4. Published

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

    Khandagale, S., Xiao, H. & Babbar, R., 17 Apr 2019, In : arXiv.org.

    Research output: Contribution to journalArticleScientific

  5. Published

    AncestryAI: A Tool for Exploring Computationally Inferred Family Trees

    Malmi, E., Rasa, M. & Gionis, A., 1 Jan 2019, Proceedings of the 26th International Conference on World Wide Web Companion. Switzerland, p. 257-261 5 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  6. Published

    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

  7. Published

    Mary, Mary, Quite Contrary: Exposing Twitter Users to Contrarian News

    Garimella, K., De Francisci Morales, G., Gionis, A. & Mathioudakis, M., 1 Jan 2019, Proceedings of the 26th International Conference on World Wide Web, WWW 2017 Companion. Switzerland, p. 201-205 5 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  8. Published

    Mining periodic patterns with a mdl criterion

    Galbrun, E., Cellier, P., Tatti, N., Termier, A. & Crémilleux, B., 1 Jan 2019, Machine Learning and Knowledge Discovery in Databases - European Conference, ECML PKDD 2018, Proceedings. Bonchi, F., Berlingerio, M., Gärtner, T., Hurley, N. & Ifrim, G. (eds.). Springer Verlag, p. 535-551 17 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11052 LNAI).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  9. Published

    TimeRank: A random walk approach for community discovery in dynamic networks

    Sarantopoulos, I., Papatheodorou, D., Vogiatzis, D., Tzortzis, G. & Paliouras, G., 1 Jan 2019, Complex Networks and Their Applications VII - Volume 1 Proceedings The 7th International Conference on Complex Networks and their Applications COMPLEX NETWORKS 2018. Lambiotte, R., Rocha, L. M., Lió, P., Cherifi, H., Aiello, L. M. & Cherifi, C. (eds.). Springer Verlag, p. 338-350 13 p. (Studies in Computational Intelligence; vol. 812).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  10. Published

    Mining Temporal Networks

    Rozenshtein, P. & Gionis, A., 2019, KDD '19: Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining . p. 3225-3226 2 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  11. 2018
  12. Published

    Robust Cascade Reconstruction by Steiner Tree Sampling

    Xiao, H., Aslay, C. & Gionis, A., Nov 2018, 2018 IEEE International Conference on Data Mining (ICDM). IEEE, p. 637-646 (IEEE International Conference on Data Mining Proceedings).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  13. Published

    Mining frequent patterns in evolving graphs

    Aslay, C., Nasir, M. A. U., De Francisci Morales, G. & Gionis, A., 17 Oct 2018, CIKM 2018 - Proceedings of the 27th ACM International Conference on Information and Knowledge Management. Paton, N., Candan, S., Wang, H., Allan, J., Agrawal, R., Labrinidis, A., Cuzzocrea, A., Zaki, M., Srivastava, D., Broder, A. & Schuster, A. (eds.). p. 923-932 10 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  14. E-pub ahead of print

    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., 29 May 2018, In : Computer Science - Research and Development. p. 1-10 10 p.

    Research output: Contribution to journalArticleScientificpeer-review

  15. Published

    Learning representations for soft skill matching

    Sayfullina, L., Malmi, E. & Kannala, J., 1 Jan 2018, Analysis of Images, Social Networks and Texts - 7th International Conference, AIST 2018, Revised Selected Papers. Panchenko, A., van der Aalst, W. M., Khachay, M., Pardalos, P. M., Batagelj, V., Loukachevitch, N., Glavaš, G., Ignatov, D. I., Kuznetsov, S. O., Koltsova, O., Lomazova, I. A., Savchenko, A. V., Napoli, A. & Pelillo, M. (eds.). Springer Verlag, p. 141-152 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11179 LNCS).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  16. Published

    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

  17. Published

    Collective Entity Resolution Methods for Network Inference

    Malmi, E., 2018, Aalto University. 180 p.

    Research output: ThesisDoctoral ThesisCollection of Articles

  18. Published

    Computationally inferred genealogical networks uncover long-term trends in assortative mating

    Malmi, E., Gionis, A. & Solin, A., 2018, Proceedings of the International World Wide Web Conference (WWW). ACM, p. 883-892 10 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  19. Published

    Data science for sociotechnical systems - from computational sociolinguistics to the smart grid

    Šćepanović, S., 2018, Aalto University. 282 p.

    Research output: ThesisDoctoral ThesisCollection of Articles

  20. Published

    Domain Adaptation for Resume Classification Using Convolutional Neural Networks

    Sayfullina, L., Malmi, E., Liao, Y. & Jung, A., 2018, Analysis of Images, Social Networks and Texts: 6th International Conference, AIST 2017, Moscow, Russia, July 27--29, 2017, Revised Selected Papers. van der Aalst, W. M. P., Ignatov, D. I., Khachay, M., Kuznetsov, S. O., Lempitsky, V., Lomazova, I. A., Loukachevitch, N., Napoli, A., Panchenko, A., Pardalos, P. M., Savchenko, A. V. & Wasserman, S. (eds.). Cham: Springer International Publishing AG, p. 82-93 12 p. (Lecture Notes in Computer Science; vol. 10716).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  21. Published

    Engineering Motif Search for Large Motifs

    Kaski, P., Lauri, J. & Muniyappa, S., 2018, 17th Symposium on Experimental Algorithms, SEA 2018. D'Angelo, G. (ed.). p. 1-19 28. (Leibniz International Proceedings in Informatics (LIPIcs); vol. 103).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  22. Published

    Explainable time series tweaking via irreversible and reversible temporal transformations

    Karlsson, I., Rebane, J., Papapetrou, P. & Gionis, A., 2018, 2018 IEEE International Conference on Data Mining, ICDM 2018. IEEE, p. 207-216 10 p. 8594845. (International Conference on Data Mining Proceedings).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  23. Published

    Finding events in temporal networks: Segmentation meets densest-subgraph discovery

    Rozenshtein, P., Bonchi, F., Gionis, A., Sozio, M. & Tatti, N., 2018, 2018 IEEE International Conference on Data Mining (ICDM). IEEE, p. 397-406 (IEEE International Conference on Data Mining Proceedings).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  24. Published

    From acquaintance to best friend forever: robust and fine-grained inference of social tie strengths

    Adriaens, F., Bie, T. D., Gionis, A., Lijffijt, J. & Rozenshtein, P., 2018, Proceedings of the 14th International Workshop on Mining and Learning with Graphs.

    Research output: Chapter in Book/Report/Conference proceedingConference contributionProfessional

  25. Published

    Joint Non-negative Matrix Factorization for Learning Ideological Leaning on Twitter

    Lahoti, P., Garimella, K. & Gionis, A., 2018, Proceedings of the Eleventh ACM International Conference on Web Search and Data Mining. New York, NY, USA: ACM, p. 351-359 9 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  26. Published

    Maximizing the Diversity of Exposure in a Social Network

    Aslay, Ç., Matakos, A., Galbrun, E. & Gionis, A., 2018, 2018 IEEE International Conference on Data Mining (ICDM). IEEE, p. 863-868 (IEEE International Conference on Data Mining (ICDM)).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  27. Published

    Methods for analyzing temporal networks

    Rozenshtein, P., 2018, Aalto University. 191 p.

    Research output: ThesisDoctoral ThesisCollection of Articles

  28. Published

    On Mining Temporal Patterns in Dynamic Graphs, and Other Unrelated Problems

    Kostakis, O. & Gionis, A., 2018, Complex Networks & Their Applications VI: Proceedings of Complex Networks 2017 (The Sixth International Conference on Complex Networks and Their Applications). Cherifi, C., Cherifi, H., Karsai, M. & Musolesi, M. (eds.). Cham, p. 516-527 12 p. (Studies in Computational Intelligence; vol. 689).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  29. Published

    Polarization on Social Media

    Garimella, K., 2018, Aalto University. 194 p.

    Research output: ThesisDoctoral ThesisCollection of Articles

  30. Published

    Political Discourse on Social Media: Echo Chambers, Gatekeepers, and the Price of Bipartisanship

    Garimella, K., Morales, G. D. F., Gionis, A. & Mathioudakis, M., 2018, WWW '18 Proceedings of the 2018 World Wide Web Conference . ACM, p. 913-922

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  31. Published

    Reconstructing a cascade from temporal observations

    Xiao, H., Rozenshtein, P., Tatti, N. & Gionis, A., 2018, Proceedings of the 2018 SIAM International Conference on Data Mining . SIAM, p. 666-674

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  32. Published

    Tell me something my friends do not know: Diversity maximization in social networks

    Matakos, A. & Gionis, A., 2018, 2018 IEEE International Conference on Data Mining, ICDM 2018. IEEE, p. 327-336 10 p. 8594857. (IEEE International Conference on Data Mining (ICDM)).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  33. 2017
  34. Published

    Fully dynamic algorithm for top-k densest subgraphs

    Nasir, M. A. U., Gionis, A., De Francisci Morales, G. & Girdzijauskas, S., 6 Nov 2017, CIKM 2017 - Proceedings of the 2017 ACM Conference on Information and Knowledge Management. Vol. Part F131841. p. 1817-1826 10 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  35. Published

    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

  36. Published

    Inferring the strength of social ties: A community-driven approach

    Rozenshtein, P., Tatti, N. & Gionis, A., 13 Aug 2017, KDD 2017 - Proceedings of the 23rd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. Vol. Part F129685. p. 1017-1025 9 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  37. Published

    YouPower: An open source platform for community-oriented smart grid user engagement

    Huang, Y., Hasselqvist, H., Poderi, G., Scepanovic, S., Kis, F., Bogdan, C., Warnier, M. & Brazier, F., 1 Aug 2017, Proceedings of the 2017 IEEE 14th International Conference on Networking, Sensing and Control, ICNSC 2017. Institute of Electrical and Electronics Engineers, p. 1-6 6 p. 8000058

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  38. Published

    Ad-blocking: A study on performance, privacy and counter-measures

    Garimella, K., Kostakis, O. & Mathioudakis, M., 25 Jun 2017, WebSci 2017 - Proceedings of the 2017 ACM Web Science Conference. p. 259-262 4 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  39. Published

    Factors in Recommending Contrarian Content on Social Media

    Garimella, V., De Francisci Morales, G., Gionis, G. & Mathioudakis, M., 25 Jun 2017, WebSci 2017 - Proceedings of the 2017 ACM Web Science Conference. ACM, p. 263-266 4 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  40. Published

    The effect of collective attention on controversial debates on social media

    Garimella, K., Gionis, A., De Francisci Morales, G. & Mathioudakis, M., 25 Jun 2017, WebSci 2017 - Proceedings of the 2017 ACM Web Science Conference. p. 43-52 10 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  41. Published

    Understanding para social breakups on Twitter

    Garimella, K., Cohen, J. & Weber, I., 25 Jun 2017, p. 383-384. 2 p.

    Research output: Contribution to conferencePosterScientificpeer-review

  42. Published

    Where could we go? Recommendations for groups in location-based social networks

    Ayala-Gomez, F., Daróczy, B., Mathioudakis, M., Benczúr, A. & Gionis, A., 25 Jun 2017, WebSci 2017 - Proceedings of the 2017 ACM Web Science Conference. p. 93-102 10 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  43. Published

    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

  44. Published

    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

  45. Published

    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

  46. Published

    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

  47. Published

    A post-mortem empirical investigation of the popularity and distribution of malware files in the contemporary web-facing internet

    Ruohonen, J., Scepanovic, S., Hyrynsalmi, S., Mishkovski, I., Aura, T. & Leppanen, V., 2 Mar 2017, Proceedings - 2016 European Intelligence and Security Informatics Conference, EISIC 2016. Institute of Electrical and Electronics Engineers, p. 144-147 4 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  48. Published

    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

  49. Published

    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

  50. Published

    Quantifying and bursting the online filter bubble

    Garimella, K., 2 Feb 2017, WSDM 2017 - Proceedings of the 10th ACM International Conference on Web Search and Data Mining. 1 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  51. Published

    Reducing controversy by connecting opposing views

    Garimella, K., De Francisci Morales, G., Gionis, A. & Mathioudakis, M., 2 Feb 2017, WSDM 2017 - Proceedings of the 10th ACM International Conference on Web Search and Data Mining. p. 81-90 10 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  52. Published

    A combinatorial approach to role discovery

    Arockiasamy, A., Gionis, A. & Tatti, N., 31 Jan 2017, Proceedings - 16th IEEE International Conference on Data Mining, ICDM 2016. Institute of Electrical and Electronics Engineers, p. 787-792 6 p. 7837904. (IEEE International Conference on Data Mining).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  53. Published

    On the troll-trust model for edge sign prediction in social networks

    Le Falher, G., Cesa-Bianchi, N., Gentile, C. & Vitale, F., 1 Jan 2017, Proceedings of the 20th International Conference on Artificial Intelligence and Statistics. JMLR, p. 402-411 (Proceedings of Machine Learning Research; vol. 54).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

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