Research Catalog

Title

Life science data mining / editors Stephen Wong, Chung-Sheng Li.

Publication

Singapore ; Hackensack, NJ : World Scientific, ©2006.

Items in the Library & Off-site

Details

Additional Authors

• Wong, Stephen T. C.
• Li, Chung-Sheng, 1962-

Description

xviii, 370 pages : illustrations; 23 cm

Summary

"This 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."--BOOK JACKET.

Series Statement

Science, engineering, and biology informatics ; v. 2

Uniform Title

Science, engineering, and biology informatics ; v. 2.

Subject

• Life sciences > Data processing
• Data mining
• Bioinformatics
• Data Mining
• Computational Biology
• Biowissenschaften

Bibliography (note)

• 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 systems 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.

ISBN

• 981270065X
• 9789812700650

OCLC

• ocn123904307
• 123904307
• SCSB-9618620

Owning Institutions

Princeton University Library