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Part 1: Document Description
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Citation |
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Title: |
Constrained Dynamic Mode Decomposition - Supplemental Material |
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Identification Number: |
doi:10.18419/darus-3107 |
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Distributor: |
DaRUS |
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Date of Distribution: |
2022-11-09 |
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Version: |
1 |
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Bibliographic Citation: |
Krake, Tim; Klötzl, Daniel; Eberhardt, Bernhard; Weiskopf, Daniel, 2022, "Constrained Dynamic Mode Decomposition - Supplemental Material", https://doi.org/10.18419/darus-3107, DaRUS, V1 |
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Citation |
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Title: |
Constrained Dynamic Mode Decomposition - Supplemental Material |
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Identification Number: |
doi:10.18419/darus-3107 |
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Authoring Entity: |
Krake, Tim (Universität Stuttgart) |
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Klötzl, Daniel (Universität Stuttgart) |
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Eberhardt, Bernhard (Hochschule der Medien) |
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Weiskopf, Daniel (Universität Stuttgart) |
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Grant Number: |
251654672 |
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Grant Number: |
270852890 - GRK 2160/2 |
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Distributor: |
DaRUS |
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Access Authority: |
Krake, Tim |
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Access Authority: |
Weiskopf, Daniel |
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Depositor: |
Krake, Tim |
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Date of Deposit: |
2022-08-03 |
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Holdings Information: |
https://doi.org/10.18419/darus-3107 |
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Study Scope |
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Keywords: |
Computer and Information Science, Dynamic Mode Decomposition, Time Series Analysis, Spectral Decomposition, Eigendecomposition of a Matrix, Frequency-Based Constraints, Human-In-The-Loop |
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Abstract: |
In this supplemental material, we provide additional application results of constrained Dynamic Mode Decomposition and a parameter study for the delay parameter d that complement the evaluation in the main document: The paper on Constrained Dynamic Mode Decomposition published with IEEE Transactions on Visualization and Computer Graphics. In this context, a univariate time series is considered, where no prior knowledge about seasonal patterns or time-scales is assumed. The dataset describes the sales of new one-family houses sold in the USA (1963-1990). |
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Methodology and Processing |
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Sources Statement |
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Data Access |
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Other Study Description Materials |
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Related Publications |
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Citation |
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Title: |
Tim Krake, Daniel Klötzl, Bernhard Eberhardt and Daniel Weiskopf, "Constrained Dynamic Mode Decomposition", in IEEE Transactions on Visualization and Computer Graphics, 2022. |
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Identification Number: |
10.1109/TVCG.2022.3209437 |
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Bibliographic Citation: |
Tim Krake, Daniel Klötzl, Bernhard Eberhardt and Daniel Weiskopf, "Constrained Dynamic Mode Decomposition", in IEEE Transactions on Visualization and Computer Graphics, 2022. |
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Label: |
constrainedDMD_supplemental.pdf |
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Notes: |
application/pdf |