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.