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Branch: Hauptstelle	Locations: BI-50 70	Status: available	Reservations: 0	Due date:	Barcode: 00185841	Floor plans: Floor plan	Lending note:

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.

 

 

Contents:

 

* Survey of Early Warning Systems for Environmental and Public Health Applications

* Time-Lapse Cell Cycle Quantitative Data Analysis Using Gaussian Mixture Models

* Diversity and Accuracy of Data Mining Ensemble

* Integrated Clustering for Microarray Data

* Complexity and Synchronization of EEG with Parametric Modeling

* Bayesian Fusion of Syndromic Surveillance with Sensor Data for Disease Outbreak Classification

* An Evaluation of Over-the-Counter Medication Sales for Syndromic Surveillance

* Collaborative Health Sentinel

* A Multi-Modal System Approach for Drug Abuse Research and Treatment Evaluation: Information Systems Needs and Challenges

* Knowledge Representation for Versatile Hybrid Intelligent Processing Applied in Predictive Toxicology

* Ensemble Classification System Implementation for Biomedical Microarray Data

* An Automated Method for Cell Phase Identification in High Throughput Time-Lapse Screens

* Inference of Transcriptional Regulatory Networks Based on Cancer Microarray Data

* Data Mining in Biomedicine

* Mining Multilevel Association Rules from Gene Ontology and Microarray Data

* A Proposed Sensor-Configuration and Sensitivity Analysis of Parameters with Applications to Biosensors