Life science data mining /
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,...
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| Đồng tác giả: | , |
| Định dạng: | Sách tham khảo chuyên ngành |
| Ngôn ngữ: | English |
| Nhà xuất bản: |
Hackensack, NJ :
World Scientific,
c2006.
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| Chủ đề: | |
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| Tóm tắt: | 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 field offers readers an exceptional start in these areas. |
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| Mô tả vật lý: | xviii, 370 p. : ill. ; 24 cm. |
| Số ISBN: | 9789812700643 9812700641 9789812700650 (pbk) 981270065X (pbk) |