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02273nam a22003615i 4500 |
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000277120 |
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20210616131747.0 |
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cr nn 008mamaa |
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170623s2017 si | s |||| 0|eng d |
| 020 |
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|a 9789811043222
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| 024 |
7 |
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|a 10.1007/978-981-10-4322-2
|2 doi
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| 040 |
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|a Sistema de Bibliotecas del Tecnológico de Costa Rica
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| 100 |
1 |
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|a Zhang, David.
|e author.
|0 (orcid)0000-0002-5027-5286
|1 https://orcid.org/0000-0002-5027-5286
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| 245 |
1 |
0 |
|a Breath Analysis for Medical Applications /
|c by David Zhang, Dongmin Guo, Ke Yan.
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| 250 |
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|a 1st ed. 2017.
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| 260 |
# |
# |
|a Singapore :
|b Springer Singapore :
|b Imprint: Springer,
|c 2017.
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| 300 |
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|a XIII, 309 p. 99 illus., 88 illus. in color. :
|b online resource.
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| 336 |
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|a text
|b txt
|2 rdacontent
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| 337 |
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|a computer
|b c
|2 rdamedia
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| 338 |
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|a online resource
|b cr
|2 rdacarrier
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| 505 |
0 |
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|a 1. Introduction -- 2. Literature Review -- 3. A Novel Breath Acquisition System Design -- 4. An LDA Based Sensor Selection Approach -- 5. Sensor Evaluation in a Breath Acquisition System -- 6. Improving the Transfer Ability of Prediction Models -- 7. Learning Classification and Regression Models for Breath Data with Drift based on Transfer Samples -- 8. A Transfer Learning Approach with Autoencoder for Correcting Instrumental Variation and Time-Varying Drift -- 9. Drift Correction using Maximum Independence Domain Adaptation -- 10. Feature Selection and Analysis on Correlated Breath Data -- 11. Breath Sample Identification by Sparse Representation-based Classification -- 12. Monitor Blood Glucose Levels via Sparse Representation Approach -- 13. Diabetics by Means of Breath Signal Analysis -- 14. A Breath Analysis System for Diabetes Screening and Blood Glucose Level Prediction. 15. A Novel Medical E-Nose Signal Analysis System -- 16. Book Review and Future Work.
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| 650 |
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0 |
|a Health informatics.
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| 650 |
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0 |
|a Pattern recognition.
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| 650 |
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0 |
|a Signal processing.
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| 650 |
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0 |
|a Image processing.
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| 650 |
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0 |
|a Speech processing systems.
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| 650 |
1 |
4 |
|a Health Informatics.
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| 650 |
2 |
4 |
|a Pattern Recognition.
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| 650 |
2 |
4 |
|a Signal, Image and Speech Processing.
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| 700 |
1 |
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|a Guo, Dongmin.
|e author.
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| 700 |
1 |
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|a Yan, Ke.
|e author.
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| 710 |
2 |
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|a SpringerLink (Online service)
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| 773 |
0 |
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|t Springer eBooks
|