Articles - Biomimetics and Intelligent Systems Group

2018

• Tamminen S, Ferreira E, Tiensuu H, Helaakoski H, Kyllönen V, Jokisaari J, Puukko E & Röning J
  An Online Quality Monitoring Tool for Information Acquisition and Sharing in Manufacturing: Requirements and Solutions for the Steel Industry. International Journal of Industrial and Systems Engineering, accepted.

2017

• Tiensuu H, Tamminen S, Pikkuaho A & Röning J
  Improving the Yield of Steel Plates by Updating the Slab Design with Statistical Models. Ironmaking & Steelmaking, 44(8): 577-586.

2015

• Juutilainen I, Tamminen S, Röning J
  Visualizing Predicted and Observed Densities Jointly with Beanplot Communications in Statistics - Theory and Methods, 44:340-348.
• Juutilainen I, Tamminen S & Röning J
  Density forecast based failing probability predictors in manufacturing European Journal of Industrial Engineering, 9(4):432-449.

2013

• Tamminen S, Juutilainen I & Röning J
  Exceedance probability estimation for a quality test consisting of multiple measurements. Expert Systems with Applications, September, 40(11): 4577-4584.

• Juutilainen I, Tamminen S & Röning J
  Visualizing Predicted and Observed Densities Jointly with Beanplot Communications in Statistics - Theory and Methods. DOI: 10.1080/03610926.2012.745560

2012

• Juutilainen I, Tamminen S & Röning J
  Exceedance Probability Score: A Novel Measure for Comparing Probabilistic Predictions. Journal of Statistical Theory and Practice , 6(3):452-467.

2011

• Juutilainen I, Koskimäki H, Laurinen P & Röning J
  BUSDM - An algorithm for the bottom-up search of departures from a model. Journal of Statistical Computation and Simulation, May, 81(5):561-578.

• Juutilainen I, Tuovinen L, Laurinen P, Koskimäki H & Röning J
  Semi-automatic Maintenance of Regression Models: an Application in the Steel Industry. Journal of Computing and Information Technology, 19(3):71-82.

2010

• Juutilainen I & Röning J
  How to compare interpretatively different models for the conditional variance. Journal of Applied Statistics, 37(5):983-998.

• Tamminen S, Juutilainen I & Röning J
  Modelling of Charpy V test rejection probability. Ironmaking & Steelmaking, 37(1):35-40.

2008

• Juutilainen I & Röning J
  Modelling conditional variance function in industrial data: A case study Statistical Methodology, 5(6):564-575.

• Koskimäki H, Juutilainen I, Laurinen P & Röning J
  Detection of Correct Moment to Model Update Lecture Notes in Electrical Engineering: Informatics in Control, Automation and Robotics, Springer Berlin Heidelberg, 24:87-94.

2007

• Juutilainen I & Röning J
  A Method for Measuring Distance from a Training Data Set Communications in Statistics - Theory and Methods, 36(14):2625-2639.

2006

• Elsilä U & Röning J
  Analysis of wedge formation in hot strip rolling after continuous casting. - Modeling of casting, welding, and advanced solidification proccesses. Eds. C-A. Candin & M. Bellet. USA. The minerals, metals & materials society 2006. s. 767-774.

• Juutilainen I & Röning J
  Planning of strength margins using joint modelling of mean and dispersion. Materials and Manufacturing Processes, 21(4):367 - 373.