
PAULI MIETTINEN
Professor
Professor of Data Science
My research covers data science from method development to applications. The most important fields I have developed methods for are matrix and tensor decompositions over non-standard algebras, redescription mining, and analysis of social networks. Their applications range from data mining, ecological niche modelling, the analysis of parliamentary candidates' opinions, and the analysis of voluntary-based network services to health data analysis.
For more information, please see my home page (link at the end of the page).
Contact info
Organization
Faculty of Science and Forestry, School of Computing
pauli.miettinen@uef.fi
Phone
+358 50 475 3210
Keywords
Teaching Activities
Research groups and research projects
Research groups - UEF
Links
Publications
-
Biclustering and boolean matrix factorization in data streams. Neumann, Stefan; Miettinen, Pauli. Proceedings of the VLDB Endowment. 2020. 2020
-
Lonka, Harriet; Keinänen, Anssi; Ovaska, Eeva; Kiiski, Kimmo; Jääskinen, Niilo; Ylipaavalniemi, Jarkko; Miettinen, Pauli. 2020. Lainvalmistelu tiedonhallinnan haasteena - tekoäly ratkaisuna? Edilex 2020/17: 1-24. 2020
-
Recent developments in boolean matrix factorization. Miettinen Pauli ; Neumann, Stefan / Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence (IJCAI-20) Survey track. 2020. 2020
-
Boolean matrix factorization meets consecutive ones property. Tatti, Nikolaj; Miettinen, Pauli / Proceedings of the 2019 SIAM International Conference on Data Mining. 2019. 2019
-
Metzler, Saskia; Günnemann, Stephan; Miettinen, Pauli. 2019. Stability and dynamics of communities on online question-answer sites Social networks 58: 50-58. 2019
-
Metzler, Saskia; Miettinen, Pauli. 2019. HyGen: generating random graphs with hyperbolic communities Applied network science 4: 53. 2019
-
Karaev, Sanjar; Miettinen, Pauli. 2018. Algorithms for Approximate Subtropical Matrix Factorization Data mining and knowledge discovery 2019; 33 2: 526-576. 2018
-
Random Graph Generators for Hyperbolic Community Structures. Metzler, Saskia; Miettinen, Pauli / Proceedings The 7th International Conference on Complex Networks and Their Applications COMPLEX NETWORKS 2018 (volume 1). 2018. 2018