Projects per year
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
Profiles
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Ananth Mahadevan
- Department of Computer Science - Postdoctoral Researcher
- Algorithmic Data Science
Person: U2 Teaching and research staff
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Michael Mathioudakis
- Department of Computer Science - Associate professor
- Algorithmic Data Science
- Doctoral Programme in Computer Science - Supervisor for doctoral programme
Person: U3 Research and teaching staff
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Sachith Gopalakrishna Pai
- Algorithmic Data Science
- Doctoral Programme in Computer Science
- Department of Computer Science - Visiting scholar
Person: Visiting scholar, Doctoral Researcher
Projects
- 6 Finished
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HPC-HD: High Performance Computing for the Detection and Analysis of Historical Discourses
Tolonen, M. (Project manager), Mäkelä, E. (Principal Investigator), Mathioudakis, M. (Principal Investigator), Ginter, F. (Principal Investigator) & Babbar, R. (Principal Investigator)
Academy of Finland, Suomen Akatemia Projektilaskutus
01/01/2022 → 31/12/2024
Project: Research project
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Machine Learning Management Systems
Mahadevan, A. (Participant) & Mathioudakis, M. (Project manager)
01/01/2020 → 31/12/2023
Project: University core funding
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Global Newsosphere: Network of Citations and Sources
Mathioudakis, M. (Principal Investigator) & Kettunen, L. M. (Participant)
Media Industry Research Foundation
01/11/2019 → 31/08/2021
Project: Research project
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MLDB: Model Management Systems: Machine learning meets Database Systems
Mathioudakis, M. (Project manager), Gionis, A. (Co-Principal Investigator), Mahadevan, A. (Participant), Maniatis, A. (Participant), Merchant, A. (Participant) & Pai, S. G. (Participant)
Suomen Akatemia Projektilaskutus
01/09/2019 → 31/12/2023
Project: Research Council of Finland: Academy Project
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Data-driven Affirmative-Action Policies for University Admissions
Gómez, E. (Project manager), Mathioudakis, M. (Participant) & Castillo, C. (Participant)
21/12/2018 → 31/08/2019
Project: Research project
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Text reuse in large historical corpora: Insights from the optimization of a data science system
Mahadevan, A., Mathioudakis, M., Mäkelä, E. & Tolonen, M., 7 Apr 2025, In: International Journal of Data Science and Analytics. 13 p.Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile -
Cost-Aware Retraining for Machine Learning
Mahadevan, A. & Mathioudakis, M., 18 Mar 2024, In: Knowledge-Based Systems. 293Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile -
Scaling and Maintaining Machine Learning Pipelines
Mahadevan, A., 2024, Helsinki.Research output: Thesis › Doctoral Thesis › Collection of Articles
Open Access -
WaZI: A Learned and Workload-aware Z-Index
Pai, S. G., Mathioudakis, M. & Wang, Y., 18 Mar 2024, In: Advances in Database Technology. 27, 3, p. 559-571 13 p.Research output: Contribution to journal › Conference article › Scientific › peer-review
Open AccessFile -
A Comparative text similarity analysis of the works of Bernard Mandeville
Ryan, Y. C., Mahadevan, A. & Tolonen, M., 22 Dec 2023, In: Digital Enlightenment Studies. 1, 1, p. 28-58 31 p.Research output: Contribution to journal › Article › Professional
Open AccessFile
Activities
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Proceedings of the VLDB Endowment (Journal)
Mathioudakis, M. (Reviewer) & Mahadevan, A. (Reviewer)
2024 → …Activity: Publication peer-review and editorial work types › Peer review of manuscripts
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Proceedings of the VLDB Endowment (Journal)
Mathioudakis, M. (Reviewer)
1 Apr 2022 → 31 Mar 2023Activity: Publication peer-review and editorial work types › Peer review of manuscripts
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ACM Transactions on the Web (Journal)
Mathioudakis, M. (Reviewer)
6 Mar 2022Activity: Publication peer-review and editorial work types › Peer review of manuscripts
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Evaluation of Node Classification Methods in Citation Networks
Mathioudakis, M. (Supervisor)
1 Mar 2021 → 20 Dec 2021Activity: Examination types › Supervision of other thesis (Master's, Licentiate)
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Updating Learned Indexes under Data Drift
Mathioudakis, M. (Supervisor)
15 Sept 2021 → …Activity: Examination types › Supervision of other thesis (Master's, Licentiate)
Prizes
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Best paper award at the 23rd International Conference on Discovery Science
Laine, R. (Recipient), Hyttinen, A. (Recipient) & Mathioudakis, M. (Recipient), 2020
Prize: Prizes and awards
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Best paper award at the ACM Web Conference 2022
Fabbri, F. (Recipient), Wang, Y. (Recipient), Bonchi, F. (Recipient), Castillo, C. (Recipient) & Mathioudakis, M. (Recipient), 29 Apr 2022
Prize: Prizes and awards
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Datasets
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Reception Reader: Shakespeare text reuse dataset
Tolonen, M. (Creator), Rosson, D. E. (Creator), Vaara, V. (Creator), Mäkelä, E. (Creator), Mahadevan, A. (Creator) & Ryan, Y. C. (Creator), Journal of Open Humanities Data, 2023
Dataset
Press/Media
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Twitter echo chambers are very real, study says - CNET
26/04/2018
1 item of Media coverage
Press/Media: Press / Media
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Algorithm can create a bridge between Clinton and Trump supporters
16/02/2017
2 items of Media coverage
Press/Media: Press / Media