Henna Tiensuu

Henna Tiensuu

MSc.

Doctoral Trainee
Industrial Data Mining

Research interests

  • Data Mining
  • Statistical Modeling
  • Smart Manufacturing
  • Machine Learning

Ongoing projects

  • FLEX - Flexible and Adaptive Operations in Metal Production

Teaching

  • Tutor Teacher 2017-2018

Research groups

  • Doctoral student, Biomimetics and Intelligent Systems

Selected publications

  • Tiensuu, H.; Tamminen, S.; Pikkuaho, A.; Röning, J. (2017) Improving the yield of steel plates by updating the slab design with statistical models. - Ironmaking & steelmaking 44 (8), 577-586 . [Original]
  • Parts, Ulo; Baarman, Ingmar; Jåfs, Mikael; Lilja, Jarmo; Ylitalo, Mikko; Fabritius, Timo; Lundström, Mari; Bogdanoff, Anne; Ollila, Seppo; Kaukonen, Saku; Savolainen, Jari; Välimaa, Kari; Kruskopf, Ari; Louhenkilpi, Seppo; Alatarvas, Tuomas; Aula, Matti; Kärnä, Aki; Liedes, Toni; Muurinen, Esa; Pylvänäinen, Mika (2017) SIMP – System Integrated Metals Processing. - DIMECC Publication Series 17. Tampere, DIMECC Oy. [Original]
  • Siirtola, Pekka; Tamminen, Satu; Ferreira, Eija; Tiensuu, Henna; Prokkola, Elina; Röning, Juha (2016) Automatic Recognition of Steel Plate Side Edge Shape Using Classification and Regression Models. (Artikkeli tieteellisessä konferenssijulkaisussa). - Proceedings of the 9th EUROSIM Congress on Modelling and Simulation, 12-16 September 2016 in Oulu, Finland. Ei sarjaa/No series. 465-470. [Original]
  • Tamminen, Satu; Tiensuu, Henna; Juutilainen, Ilmari; Röning, Juha (2013) Steel property and process models for quality control and optimization. - Materials Science Forum 762, 301-306
  • Tiensuu H, Juutilainen I, Röning J (2011) Modeling the temperature of hot rolled steel plate with semisupervised learning methods. (Artikkeli tieteellisessä konferenssijulkaisussa). - Proceedings of 14th International Conference on Discovery Science (DS 2011). Elomaa T, Hollmen J, Mannila H. Lecture Notes in Computer Science 6926. Berlin, Springer. 351-364. [Original]