Research output per year
Research output per year
Personal profile
Artistic and research interests
Aristides Gionis is a professor in the department of Computer Science in Aalto University. His previous appointments include being a visiting professor in the University of Rome and a senior research scientist in Yahoo! Research. He is currently serving as an action editor in the Data Management and Knowledge Discovery journal (DMKD), an associate editor in the ACM Transactions on Knowledge Discovery from Data (TKDD), and a managing editor in Internet Mathematics. He has contributed in several areas of data science, such as algorithmic data analysis, web mining, social-media analysis, data clustering, and privacy-preserving data mining. His current research is funded by the Academy of Finland (projects Nestor, Agra, AIDA) and the European Commission (project SoBigData).
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
Education/Academic qualification
Doctoral degree, Engineering and Technology, Stanford University
Award Date: 25 Sept 2003
Keywords
- Smart Cities
- Social network analysis
- Graph mining
- Graph algorithms
- Data analysis
Fingerprint
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- 1 Similar Profiles
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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Concise and interpretable multi-label rule sets
Ciaperoni, M., Xiao, H. & Gionis, A., 2023, (E-pub ahead of print) In: Knowledge and Information Systems.Research output: Contribution to journal › Article › Scientific › peer-review
Open Access -
Concise and interpretable multi-label rule sets
Ciaperoni, M., Xiao, H. & Gionis, A., 2022, Proceedings - 22nd IEEE International Conference on Data Mining, ICDM 2022. Zhu, X., Ranka, S., Thai, M. T., Washio, T. & Wu, X. (eds.). IEEE, p. 71-80 10 p. (IEEE International Conference on Data Mining; vol. 2022-November).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review
Open Access -
Generalized Leverage Scores: Geometric Interpretation and Applications
Ordozgoiti, B., Matakos, A. & Gionis, A., 2022, Proceedings of the 39th International Conference on Machine Learning. JMLR, p. 17056-17070 (Proceedings of Machine Learning Research ; vol. 162).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review
Open AccessFile8 Downloads (Pure) -
Maximizing the Diversity of Exposure in a Social Network
Matakos, A., Aslay, C., Galbrun, E. & Gionis, A., 2022, In: IEEE Transactions on Knowledge and Data Engineering. 34, 9, p. 4357-4370Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile5 Citations (Scopus)138 Downloads (Pure) -
Provable randomized rounding for minimum-similarity diversification
Ordozgoiti, B., Mahadevan, A., Matakos, A. & Gionis, A., Mar 2022, In: Data Mining and Knowledge Discovery. 36, 2, p. 709-738Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile28 Downloads (Pure)
Projects
- 5 Finished
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MLDB: Model Management Systems: Machine learning meets Database Systems
Gionis, A., Aslay, C., Ciaperoni, M., Xiao, H., Matakos, A. & Muniyappa, S.
01/09/2019 → 31/08/2023
Project: Academy of Finland: Other research funding
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Active knowledge discovery in graphs
Gionis, A., Aslay, C., Zhang, G., Ordozgoiti Rubio, B. & Xiao, H.
01/01/2018 → 31/12/2019
Project: Academy of Finland: Other research funding
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Adaptive and intelligent data
Gionis, A., Ordozgoiti Rubio, B., Zhang, G. & Muniyappa, S.
01/01/2018 → 30/06/2022
Project: Academy of Finland: Other research funding
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Network structure from group response
Xiao, H., Gionis, A., Garimella, K., Vitale, F., Parotsidis, N., Zhang, G., Rozenshtein, P., Galbrun, E., Tatti, N., Scepanovic, S., Matakos, A. & Muniyappa, S.
01/09/2015 → 31/08/2019
Project: Academy of Finland: Other research funding
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ReKnow2/Gionis
Gionis, A. & Mathioudakis, M.
01/04/2015 → 30/06/2017
Project: Business Finland: Other research funding
Datasets
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Replication data for: Reconciliation k-median: Clustering with non-polarized representatives
Ordozgoiti Rubio, B. (Creator) & Gionis, A. (Creator), Zenodo, 2019
Dataset
Prizes
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Best Paper Award
Malmi, Eric (Recipient), Solin, Arno (Recipient) & Gionis, Aristides (Recipient), 16 Feb 2018
Prize: Award or honor granted for a specific work
File -
Best paper award: “On the feasibility of multi-site web search engines”, CIKM 2009
Gionis, Aristides (Recipient), 2009
Prize: Award or honor granted for a specific work
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Best paper award: “The discrete-basis problem”, PKDD 2004
Gionis, Aristides (Recipient), 2004
Prize: Award or honor granted for a specific work
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Best student paper award: “Discovering dynamic communities in interaction networks” (supervising the summer internship project of Polina Rozenshtein), ECML PKDD 2014
Gionis, Aristides (Recipient), 2014
Prize: Award or honor granted for a specific work
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Best student paper award: “Fast shortest path distance estimation in large networks” (supervising the summer internship project of Michalis Potamias), CIKM 2009
Gionis, Aristides (Recipient), 2009
Prize: Award or honor granted for a specific work
Activities
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EIT Digital Master School (External organisation)
Aristides Gionis (Member)
2017 → …Activity: Memberships (typically long-term positions of trust) › Position of trust in an academic community
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ACM SIGKDD (External organisation)
Aristides Gionis (Member)
2017Activity: Memberships (typically long-term positions of trust) › Position of trust in a society or network
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ACM International Conference on Web Search and Data Mining
Aristides Gionis (Member)
2017Activity: Participating in or organising an event types › Membership of an organizing committee or other positions of trust of a conference or a seminar
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Data Mining and Knowledge Discovery (Journal)
Aristides Gionis (Editor)
2017 → …Activity: Publication peer-review and editorial work types › Membership of an editorial board
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IEEE International Conference on Data Science and Advanced Analytics
Aristides Gionis (Organiser)
2017Activity: Participating in or organising an event types › Organization of a workshop, panel, session, tutorial or event
Press/Media
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Best doctoral theses and master's theses 2022 in the School of Science awarded
Aki Vehtari, Hanna-Leena Halme, Juha Kinnunen, Lauri Parkkonen, J.P. Pekola, Bayan Karimi, Aristides Gionis, Henri Schildt & Sabrina Maniscalco
21/03/2023
1 item of Media coverage
Press/Media: Media appearance
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Scalable algorithm designs for mining massive datasets
Petteri Kaski & Aristides Gionis
07/10/2022
1 item of Media coverage
Press/Media: Media appearance
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Social Media for Social Good: Models and Algorithms
30/09/2022
1 item of Media coverage
Press/Media: Media appearance
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Nyt.fi: Molempia osapuolia ymmärtäviä ihmisiä rangaistaan sosiaalisessa mediassa – Aalto-yliopiston analyysi miljardeista twiiteistä todistaa sen minkä sisimmissäsi jo tiesitkin
Aristides Gionis & Venkata Garimella
09/05/2018
1 item of Media coverage
Press/Media: Media appearance
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Somessa puolueettomia ei kuuntele kukaan – Tutkimus näyttää, miten somekupla syntyy
26/04/2018
1 item of Media coverage
Press/Media: Media appearance