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Qualitative path estimation: a fast and reliable algorithm for qualitative trend analysis
Villez, K. (2015). Qualitative path estimation: a fast and reliable algorithm for qualitative trend analysis. AICHE Journal, 61(5), 1535-1546. https://doi.org/10.1002/aic.14736
Shape constrained splines with discontinuities for anomaly detection in a batch process
Villez, K., & Habermacher, J. (2015). Shape constrained splines with discontinuities for anomaly detection in a batch process. In K. V. Gernaey, J. K. Huusom, & R. Gani (Eds.), Computer aided chemical engineering: Vol. 37. 12th international symposium on process systems engineering and 25th European symposium on computer aided process engineering (pp. 1805-1810). https://doi.org/10.1016/B978-0-444-63577-8.50146-7
Generalized shape constrained spline fitting for qualitative analysis of trends
Villez, K., Venkatasubramanian, V., & Rengaswamy, R. (2013). Generalized shape constrained spline fitting for qualitative analysis of trends. Computers and Chemical Engineering, 58, 116-134. https://doi.org/10.1016/j.compchemeng.2013.06.005