Description |
1 online resource (xviii, 370 pages) : illustrations. |
Physical Medium |
monochrome |
Description |
text file |
Series |
Science, engineering, and biology informatics ; v. 2
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Science, engineering, and biology informatics ; v. 2.
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Bibliography |
Includes bibliographical references and index. |
Contents |
Ch. 1. Survey of early warning systems for environmental and public health applications -- ch. 2. Time-lapse cell cycle quantitative data analysis using gaussian mixture models -- ch. 3. Diversity and accuracy of data mining ensemble -- ch. 4. Integrated clustering for microarray data -- ch. 5. Complexity and synchronization of EEG with parametric modeling -- ch. 6. Bayesian fusion of syndromic surveillance with sensor data for disease outbreak classification -- ch. 7. An evaluation of over-the-counter medication sales for syndromic surveillance -- ch. 8. Collaborative health sentinel -- ch. 9. A multi-modal system approach for drug abuse research and treatment evaluation: information system needs and challenges -- ch. 10. Knowledge representation for versatile hybrid intelligent processing applied in predictive toxicology -- ch. 11. Ensemble classification system implementation for biomedical microarray data -- ch. 12. An automated method for cell phase identification in high throughput time-lapse screens -- ch. 13. Inference of transcriptional regulatory networks based on cancer microarray data -- ch. 14. Data mining in biomedicine -- ch. 15. Mining multilevel association rules from gene ontology and microarray data -- ch. 16. A proposed sensor-configuration and sensitivity analysis of parameters with applications to biosensors. |
Summary |
This timely book identifies and highlights the latest data mining paradigms to analyze, combine, integrate, model and simulate vast amounts of heterogeneous multi-modal, multi-scale data for emerging real-world applications in life science. The cutting-edge topics presented include bio-surveillance, disease outbreak detection, high throughput bioimaging, drug screening, predictive toxicology, biosensors, and the integration of macro-scale bio-surveillance and environmental data with micro-scale biological data for personalized medicine. This collection of works from leading researchers in the. |
Local Note |
eBooks on EBSCOhost EBSCO eBook Subscription Academic Collection - North America |
Subject |
Computational biology -- Methods.
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Computational biology. |
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Bioinformatics.
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Bioinformatics. |
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Information organization.
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Information organization. |
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Electronic data processing.
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Electronic data processing. |
Genre/Form |
Electronic books.
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Methods (Music)
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Added Author |
Wong, Stephen T. C.
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Li, Chung-Sheng, 1962-
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World Scientific (Firm)
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Other Form: |
Print version: 9789812700643 |
ISBN |
9812772669 (electronic book) |
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9789812772664 (electronic book) |
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