Ilmari Juutilainen

Engineering · Physical Sciences

6h-index111citations23works0.02yr avg
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Research Topics

Fault Detection and Control Systems(9), Advanced Statistical Methods and Models(9), Advanced Statistical Process Monitoring(5), Mineral Processing and Grinding(5), Metallurgy and Material Forming(3)

Publications23 total

Advanced quality monitoring methods for steel production
2017
Density forecasting for failure probability in manufacturing
European J of Industrial Engineering·2015· 1 cited
Visualizing Predicted and Observed Densities Jointly with Beanplot
Communication in Statistics- Theory and Methods·2013· 2 cited
Steel Property and Process Models for Quality Control and Optimization
Materials science forum·2013
Exceedance probability estimation for a quality test consisting of multiple measurements
Expert Systems with Applications·2013· 7 cited
Exceedance Probability Score: A Novel Measure for Comparing Probabilistic Predictions
Journal of Statistical Theory and Practice·2012· 8 cited
A Tutorial to Developing Statistical Models for Predicting Disqualification Probability
Advances in mechatronics and mechanical engineering (AMME) book series·2012· 4 cited
Modeling the Temperature of Hot Rolled Steel Plate with Semi-supervised Learning Methods
Lecture notes in computer science·2011· 6 cited
Semi-automatic Maintenance of Regression Models: an Application in the Steel Industry
Journal of Computing and Information Technology·2011· 2 citedOpen Access
BUSDM – an algorithm for the bottom-up search of departures from a model
Journal of Statistical Computation and Simulation·2010· 1 cited
How to compare interpretatively different models for the conditional variance function
Journal of Applied Statistics·2010· 1 cited
Quantile Regression Model for Impact Toughness Estimation
Lecture notes in computer science·2010· 5 cited
Modelling of Charpy V test rejection probability
Ironmaking & Steelmaking Processes Products and Applications·2009· 3 cited
Detection of Correct Moment to Model Update
Lecture notes in electrical engineering·2008· 3 cited
Product design model for impact toughness estimation in steel plate manufacturing
2008· 2 cited
Two-level clustering approach to training data instance selection: A case study for the steel industry
2008· 21 cited
Modelling conditional variance function in industrial data: A case study
Statistical Methodology·2008· 3 cited
Data mining applications for diverse industrial application domains with smart archive
2008· 5 cited
A Method for Measuring Distance From a Training Data Set
Communication in Statistics- Theory and Methods·2007· 10 cited
DETECTION OF THE NEED FOR A MODEL UPDATE IN STEEL MANUFACTURING
2007· 4 citedOpen Access
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Frequent Co-authors

Juha Röning(20), Satu Tamminen(10), Perttu Laurinen(8), Heli Koskimäki(4), Henna Tiensuu(3), Lauri Tuovinen(3), Heli Koskim�ki(1), Juha R�ning(1), Seppo Louhenkilpi(1), Jyrki Miettinen(1), Jukka Laine(1), Matti Häkkinen(1), Olli Haapala(1), Juha-Matti Pesonen(1), Esa Puukko(1), Anna Uurtamo(1), Agne Bogdanoff(1), Jussi Helkomaa(1), Juha Jokisaari(1), Jari Nylander(1)