Digital Library of Zielona Góra contains 9 272 digital objects
Object
Title: Lake bed classification using acoustic data
Creator:
Yin, K. Karen ; Li, Xing ; Bonde, John ; Richards, Carl ; Cholwek, Gary
Date:
Resource Type:
Contributor:
Skliar, Mikhail - red. ; Ramirez, W. Fred - red.
Subtitle:
Data Processing and Process Control
Group publication title:
Abstract:
As part of our effort to identify the lake bed surficial substrates using remote sensing data, this work designs pattern classifiers by multivariate statistical methods. Probability distribution of the preprocessed acoustic signal is analyzed first. A confidence region approach is then adopted to improve the design of the existing classifier. ; A technique for further isolation is proposed which minimizes the expected loss from misclassification. The devices constructed are applicable for real-time lake bed categorization. A minimax approach is suggested to treat more general cases where the a priori probability distribution of the substrate types is unknown. Comparison of the suggested methods with the traditional likelihood ratio tests is discussed.
Publisher:
Zielona Góra: Uniwersytet Zielonogórski
Resource Identifier:
Pages:
Source:
AMCS, volume 8, number 4 (1998) ; click here to follow the link
Language:
License CC BY 4.0:
Rights:
Biblioteka Uniwersytetu Zielonogórskiego
Object collections:
- Repository > Faculties > Faculty of Computer, Electrical and Control Engineering
- Repository > Types of work > Articles
- Repository > Scientific journals and UZ publishing series > International Journal of Applied Mathematics and Computer Science (AMCS) > International Journal of Applied Mathematics and Computer Science (AMCS) (1998)
Last modified:
14 lip 2025
In our library since:
22 gru 2020
Number of object content hits:
192
All available object's versions:
https://zbc.uz.zgora.pl/repozytorium/publication/64678
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Show description in OAI-PMH format:
| Edition name | Date |
|---|---|
| Lake bed classification using acoustic data | 14 lip 2025 |
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