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Bhavik R. Bakshi and George Stephanopoulos.
Compression of Chemical Process Data by Functional Approximation and Feature Extraction.
AIChE,
42(2):477--492,
1996.
Keywords:
Piecewise Linear Representations,
Wavelets,
Multiscale Analysis.
[Abstract]
-
Bhavik R. Bakshi and George Stephanopoulos.
Reasoning in Time: Modelling, Analysis, and Pattern Recognition of Temporal Process Trends.
In Advances in Chemical Engineering,
volume 22,
pages 485--548.
1995.
Keywords:
Wavelets,
Multiscale Analysis,
Artificial Intelligence.
[Abstract]
-
Bhavik R. Bakshi and George Stephanopoulos.
Representation of Process Trends -- Part IV. Induction of Real-Time Patterns from Operating Data for Diagnosis and Supervisory Control.
CCE,
18(4):303--332,
1994.
Keywords:
Decision Trees.
[Abstract]
-
Bhavik R. Bakshi and George Stephanopoulos.
Representation of Process Trends -- Part III. Multiscale Extraction of Trends from Process Data.
CCE,
18(4):267--302,
1994.
Keywords:
Wavelets,
Multiscale Analysis.
[Abstract]
-
J. T.-Y. Cheung and George Stephanopoulos.
Representation of Process Trends -- Part II. The Problem of Scale and Qualitative Scaling.
CCE,
14(5):511-539,
1990.
Keywords:
Sequential/Temporal Data.
[Abstract]
-
J. T.-Y. Cheung and George Stephanopoulos.
Representation of Process Trends -- Part I. A Formal Representation Framework.
CCE,
14(4):495--510,
1990.
Keywords:
Sequential/Temporal Data.
[Abstract]
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