Algorithmic Data Science

Address

00014 Helsinki
Finland

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International and National Collaboration

Publications and projects within past five years.

Ananth Mahadevan
- ananth.mahadevan@helsinki.fi
- Department of Computer Science - Doctoral Student
- Algorithmic Data Science
- Doctoral Programme in Computer Science
Person: U1 Research and teaching staff, Doctoral student
20202020
Michael Mathioudakis
- michael.mathioudakis@helsinki.fi
- Department of Computer Science - Assistant Professor
- Algorithmic Data Science
- Doctoral Programme in Computer Science - Supervisor for doctoral programme
Person: U3 Research and teaching staff
20182021
Arpit Merchant
- arpit.merchant@helsinki.fi
- Doctoral Programme in Computer Science
- Department of Computer Science - Doctoral Student
- Algorithmic Data Science
Person: U1 Research and teaching staff, Doctoral student
20162020
Yanhao Wang
- yanhao.wang@helsinki.fi
- Department of Computer Science - Postdoctoral Researcher
- Algorithmic Data Science
Person: U2 Teaching and research staff
20212021

2 Finished
3 Active

Machine Learning Management Systems
Mathioudakis, M. & Mahadevan, A.
01/01/2020 → 31/12/2023
Project: University of Helsinki Three-Year Research Project
Global Newsosphere: Network of Citations and Sources
Mathioudakis, M. & Kettunen, L. M.
Media Industry Research Foundation
01/11/2019 → 31/08/2021
Project: Research project
MLDB: Model Management Systems: Machine learning meets Database Systems
Mathioudakis, M. & Gionis, A.
01/09/2019 → 31/08/2023
Project: Research project
Data-driven Affirmative-Action Policies for University Admissions
Gómez, E., Mathioudakis, M. & Castillo, C.
21/12/2018 → 31/08/2019
Project: Research project
Quer.io
Mathioudakis, M.
01/09/2018 → 14/12/2018
Project: Other project

10 Conference contribution
2 Article
1 Paper

A survey of typical attributed graph queries
Wang, Y., Li, Y., Fan, J., Ye, C. & Chai, M., Jan 2021, In : World Wide Web (New York). 24, p. 297-346 50 p.
Research output: Contribution to journal › Article › Scientific › peer-review

File
Fair and Representative Subset Selection from Data Streams
Wang, Y., Fabbri, F. & Mathioudakis, M., 2021, (Accepted/In press) International World Wide Web Conference.
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review

Open Access
File
Minimum Coresets for Maxima Representation of Multidimensional Data
Wang, Y., Mathioudakis, M., Li, Y. & Tan, K-L., 25 Mar 2021, (Accepted/In press) ACM SIGACT-SIGMOD-SIGART Symposium on Principles of Database Systems (PODS).
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review
Workload-aware materialization for efficient variable elimination on Bayesian networks
Aslay, C., Ciaperoni, M., Gionis, A. & Mathioudakis, M., 25 Mar 2021, (Accepted/In press) IEEE International Conference on Data Engineering (ICDE).
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review

File
(So) Big Data and the transformation of the city
Andrienko, G., Andrienko, N., Boldrini, C., Caldarelli, G., Cintia, P., Cresci, S., Facchini, A., Giannotti, F., Gionis, A., Guidotti, R., Mathioudakis, M., Muntean, C. I., Pappalardo, L., Pedreschi, D., Pournaras, E., Pratesi, F., Tesconi, M. & Trasarti, R., 31 Mar 2020, In : International Journal of Data Science and Analytics. 30 p.
Research output: Contribution to journal › Article › Scientific › peer-review

Open Access
File

17 Peer review of manuscripts
7 Opponent of doctoral dissertation
4 Supervision of other thesis (Master's, Licentiate)
3 Public Talks
More

IEEE International Conference on Data Mining (Journal)
Arpit Merchant (Reviewer)
Jul 2020 → Aug 2020
Activity: Publication peer-review and editorial work types › Peer review of manuscripts
Affirmative action policies for top-k candidates selection
Michael Mathioudakis (Speaker)
5 May 2020
Activity: Talk or presentation types › Oral presentation
The 26th ACM SIGKDD Conference on Knowledge Discovery and Data Mining (Event)
Michael Mathioudakis (Reviewer)
Mar 2020
Activity: Publication peer-review and editorial work types › Peer review of manuscripts
ACM SIGKDD Conference on Knowledge Discovery and Data Mining (Journal)
Arpit Merchant (Reviewer)
Mar 2020 → May 2020
Activity: Publication peer-review and editorial work types › Peer review of manuscripts
Supervisor for MSc Thesis by Andrei Comanescu on "Analysing Controversy on Twitter via Graph Embeddings"
Michael Mathioudakis (Supervisor)
2020
Activity: Examination types › Supervision of other thesis (Master's, Licentiate)